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| author | Roger Frank <rfrank@pglaf.org> | 2025-10-15 04:54:02 -0700 |
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| committer | Roger Frank <rfrank@pglaf.org> | 2025-10-15 04:54:02 -0700 |
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You may copy it, give it away % +% or re-use it under the terms of the Project Gutenberg License % +% included with this eBook or online at www.gutenberg.net % +% % +% % +% Producer's Comments % +% % +% Since the illustrations have been provided in pdf format, it is % +% easiest to compile using pdflatex. However, running latex then % +% dvips will also work if the graphics are converted to eps, % +% provided that the package eepic is substituted for eepicemu, and % +% pdftex driver option to graphicx and hyperref is changed to % +% dvips. % +% % +% % +% Things to Check: % +% % +% Spellcheck: OK % +% LaCheck: OK, false positives: % +% Book used \ldots never \cdots; % +% ! for factorial, % +% decimal points % +% deliberate space after { % +% Lprep/gutcheck: OK % +% PDF pages, excl. Gutenberg boilerplate: 214 % +% PDF pages, incl. Gutenberg boilerplate: 225 % +% ToC page numbers: OK % +% Index: OK % +% Images: 8 PDF (in /images), 14 LaTeX (embedded). % +% Fonts: % +% Longtable (at back): aligned % +% % +% % +% Compile history: % +% % +% 20th June 2006: LW compiled with pdflatex (tetex under MacOSX) % +% % +% pdflatex infinitesimal % +% makeindex infinitesimal % +% pdflatex infinitesimal % +% pdflatex infinitesimal % +% % +% 2nd July 2006: JT compiled with pdflatex (MiKTeX / WinXP) % +% % +% pdflatex 18741-t % +% makeindex 18741-t % +% pdflatex 18741-t % +% pdflatex 18741-t % +% % +% Front- and back-matter give pdfTeX warnings - this is a known % +% issue with documents that restart numbering, and is safe to % +% ignore. Also warns of math in section titles. % +% 3 Overfulls, 2 Underfulls. % +% % +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%% PACKAGES %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\documentclass[a4paper,12pt]{book}[2004/02/16] + +\usepackage{amsmath, amsthm}% Required + +\usepackage{amssymb}% Used for 3 symbols, lines below ensure file +% will compile without it. +\providecommand{\leqq}{\leq} +\providecommand{\geqq}{\geq} +\providecommand{\therefore}{\mathrel{{.}\kern-.05em\raise.40em\hbox{.}\kern-.05em{.}}} + +\usepackage{a4wide}% Optional; chooses nicer margins for a4 paper + +\usepackage{stmaryrd}% Used for \olessthan. +% Could substitute {txfonts/pxfonts} package and use \circledless. +% Line below ensures file will compile without it. +\providecommand{\olessthan}{(<)} + +\usepackage{epic,eepicemu}% Required for figs 4, 5, 7, 12, 14, 16, 17, 18, 20 +% If compiling via latex+dvips, put eepic in place of eepicemu. + +\usepackage{longtable}% Required for Wiley catalogue at back. +% If unavailable, remove this, or split into a number of shorter tables +% that fit on one page. + +\usepackage{color}% If unavailable, the file will compile if the 2nd +% newcommand below is uncommented and the one above it commmented out. +% Textual corrections will be underlined instead of highlighted in grey. +\providecommand{\definecolor}[3]{} +\providecommand{\colorbox}[2]{#2} +\setlength{\fboxsep}{1pt} +\definecolor{corr}{rgb}{0.89,0.89,0.89} +\newcommand{\correction}[2]{\colorbox{corr}{#1}} +%\newcommand{\correction}[1]{\underline{#1}} + +\usepackage[pdftex]{graphicx}% If unavailable, use "graphics" in place of +% "graphicx". If both are unavailable or if pictures are absent, +% add the option "draft" into the documentclass. Figures will not appear, +% but nor will hyperlinks. Or, don't use draft mode but manually remove all +% the figures; hyperlinks will still work. +% If compiling via dvips, change [pdftex] to [dvips] and convert images to +% Encapsulated Post Script. + +\usepackage{makeidx}% If unavailable, the following line makes the file +% compile. Do not run makeindex. Document will have no index. +\providecommand{\printindex}{} + +\usepackage[pdftex,plainpages=false,pdfpagelabels,colorlinks,linkcolor=blue]{hyperref} +% If unavailable, the following lines ensure the file compiles, but +% the document will not have hyperlinks. +\providecommand{\hyperlink}[2]{#2} +\providecommand{\hypertarget}[2]{#2} +\providecommand{\phantomsection}{} +\providecommand{\pdfbookmark}[3][0]{} +\providecommand{\hypersetup}[1]{} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%% PREAMBLE %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%%%%%%%% Fix hyperref page links +\makeatletter +\AtBeginDocument{\def\pageref#1{% + \expandafter\@pagesetref\csname r@#1\endcsname\@empty{#1}}} +\makeatother +%%%%%%%% Hyperref setup +\hypersetup{ +pdfauthor = {Oswald Veblen and N. J. Lennes}, +pdftitle = {Introduction to Infinitesimal Analysis} +} + +%%%%%%%% Special notation for intervals +\newlength{\intwidth} +\newcommand{\interval}[2]{\settowidth{\intwidth}{$#1\ #2$}\overset{|\!\rule[0.25ex]{\intwidth}{0.5pt}\!|}{#1\ #2}} +\newcommand{\linterval}[2]{\settowidth{\intwidth}{$#1\ #2$}\overset{|\!\rule[0.5ex]{\intwidth}{0.5pt}}{#1\ #2}} +\newcommand{\rinterval}[2]{\settowidth{\intwidth}{$#1\ #2$}\overset{\rule[0.5ex]{\intwidth}{0.5pt}\!|}{#1\ #2}} +% For more modern notation (as at 2006) remove the above four lines +% and uncomment the following three: +%\newcommand{\interval}[2]{[#1,#2]} +%\newcommand{\linterval}[2]{[#1,#2)} +%\newcommand{\rinterval}[2]{(#1,#2]} + +%%%%%%%% Special inequality signs +\newlength{\chevron} +\settowidth{\chevron}{$<$} +\newlength{\equals} +\settowidth{\equals}{$=$} +\addtolength{\chevron}{\equals} % to get < and = centred wrt each other +\newcommand{\weirdineq}[1]{% + \mathbin{\lower0.3ex\hbox{$#1$\kern-.5\chevron\raise1.25ex\hbox{$=$}}} +} +\newcommand{\qqle}{\weirdineq{<}} +\newcommand{\qqge}{\weirdineq{>}} + +%%%%%%%% Sections formatting +\renewcommand{\thesection}{\S~\arabic{section}} +\renewcommand{\sectionmark}[1]{} +\renewcommand{\chaptermark}[1]{\markboth{INFINITESIMAL ANALYSIS.}{#1}} + +%%%%%%%% Theorems formatting (book also used parindent but it's ugly!) +\newtheoremstyle{itheorem}{}{}{\itshape}{}{\bfseries}{.}{ }{#1\if!#3!\else\ \fi\thmnote{#3}} +\newtheoremstyle{icorollary}{}{}{}{}{\itshape}{.---}{0pt}{#1} +\newtheoremstyle{numcorollary}{}{}{}{}{\itshape}{.}{ }{#1\if!#3!\else\ \fi\thmnote{#3}} +\newtheoremstyle{idefinition}{}{}{}{}{\bfseries}{.---}{0pt}{} +\newtheoremstyle{ilemma}{}{}{\itshape}{}{\bfseries}{.---}{0pt}{#1\if!#3!\else\ \fi\thmnote{#3}} +\newtheoremstyle{iother}{}{}{\itshape}{}{\bfseries}{.---}{0pt}{\thmnote{#3}} +\theoremstyle{ilemma} +\newtheorem*{lemma}{Lemma} +\theoremstyle{itheorem} +\newtheorem{theorem}{Theorem} +\theoremstyle{iother} +\newtheorem{other}{} +\theoremstyle{icorollary} +\newtheorem{corollary}{Corollary} +\theoremstyle{numcorollary} +\newtheorem{ncorollary}{Corollary} +\theoremstyle{idefinition} +\newtheorem*{definition}{Definition} +\newtheorem*{definitions}{Definitions} +\newtheorem*{defnorder}{Definition of Order} + +%%%%%%%% Proof environment +\renewcommand{\proofname}{\upshape\bfseries Proof} +\renewcommand{\qedsymbol}{}% For the default square box at the end +% of proofs, remove this line. For any other text or symbol at +% end of proofs, insert it in the second curly bracket. + +%%%%%%%% Miscellaneous +\renewcommand{\dfrac}[2]{\frac{#1}{#2}}% Book always used displaystyle +% for fractions, but it makes text ugly! +\renewcommand{\indexname}{\protect\label{index}\protect\pdfbookmark[0]{INDEX.}{index}\protect\plainindexname{}INDEX.} +\newcommand{\plainindexname}{\gdef\indexname{INDEX.}} + + +\makeindex +%%%%%%%%%%%%%%%%%%%%%%%% START OF DOCUMENT %%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{document} +\thispagestyle{empty} +\small +\begin{verbatim} +Project Gutenberg's Introduction to Infinitesimal Analysis +by Oswald Veblen and N. J. Lennes + +This eBook is for the use of anyone anywhere at no cost and with +almost no restrictions whatsoever. You may copy it, give it away or +re-use it under the terms of the Project Gutenberg License included +with this eBook or online at www.gutenberg.net + + +Title: Introduction to Infinitesimal Analysis + Functions of one real variable + +Author: Oswald Veblen and N. J. Lennes + +Release Date: July 2, 2006 [EBook #18741] + +Language: English + +Character set encoding: TeX + +*** START OF THIS PROJECT GUTENBERG EBOOK INFINITESIMAL ANALYSIS *** + + + + +Produced by K.F. Greiner, Joshua Hutchinson, Laura Wisewell, +Owen Whitby and the Online Distributed Proofreading Team at +http://www.pgdp.net (This file was produced from images +generously made available by Cornell University Digital +Collections.) + + + +\end{verbatim} +\normalsize +\frontmatter +\begin{titlepage} +{\setlength{\fboxsep}{10pt} +\framebox{% +\begin{minipage}{0.9\textwidth} +\setlength{\fboxsep}{1pt}\sf +\label{transnotes}\pdfbookmark[0]{Transcriber's Notes.}{transnotes} +\textbf{Transcriber's Notes.}\medskip\par +A large number of printer errors have been corrected. These are +shaded \correction{like this}{}, and details can be found in the +source code in the syntax \texttt{\textbackslash correction\{corrected\}\{original\}}. +In addition, the formatting of a few lemmas, corollaries etc.\ has +been made consistent with the others. +\medskip\par +The unusual inequality sign $\qqge$ used a few times in the book +in addition to $\geqq$ has been preserved, although it may reflect +the printing rather than the author's intention. The notation +$\interval{a}{b}$ for intervals is not in common use today, and +the reader able to run \LaTeX{} will find it easy to redefine this +macro to give a modern equivalent. Similarly, the original did not +mark the ends of proofs in any way and so nor does this version, +but the reader who wishes can easily redefine \texttt{\textbackslash qedsymbol} +in the source. +\end{minipage} +}} +\end{titlepage} +%-----File: 001.png--- +%[Blank page] +%-----File: 002.png--- +%[Blank Page] +%-----File: 003.png--- +% [Library stamp] +% +% Cornell University Library +% +% +% BOUGHT WITH THE INCOME +% FROM THE +% SAGE ENDOWMENT FUND +% THE GIFT OF +% Henry W. Sage +% 1891 +% +%-----File: 004.png--- +%[Blank Page] +%-----File: 005.png---Folio i------- +\title{\label{titlepage}\pdfbookmark[0]{Title Page.}{titlepage}% +INTRODUCTION\\ +{\small TO}\\ +{\Huge INFINITESIMAL ANALYSIS\\[1ex]} +{\Large FUNCTIONS OF ONE REAL VARIABLE} +} + +\author{{\small BY}\\ +OSWALD VEBLEN\\ +\textit{Preceptor in Mathematics, Princeton University}\\ +{\small \textsc{And}}\\ +N.~J. LENNES\\ +\textit{Instructor in Mathematics in the Wendell Phillips High School, Chicago} +} +\date{% +\textit{FIRST EDITION}\\ +{\small FIRST THOUSAND}\\ +\vspace{0.2\textheight} +NEW YORK\\ +JOHN WILEY \& SONS\\ +\textsc{London: CHAPMAN \& HALL, Limited}\\ +1907 +} +\maketitle +%-----File: 006.png---Folio ii------- +\begin{center} +\vspace*{0.4\textheight} +Copyright, 1907\\ +\textsc{by\\ +OSWALD VEBLEN and N.~J. LENNES\\} +\vfill +ROBERT DRUMMOND, PRINTER, NEW YORK +\end{center} +\newpage +%-----File: 007.png---Folio iii------ + + + + +\chapter*{PREFACE} + + +A course dealing with the fundamental theorems of infinitesimal +calculus in a rigorous manner is now recognized as an +essential part of the training of a mathematician. It appears +in the curriculum of nearly every university, and is taken by +students as ``Advanced Calculus'' in their last collegiate year, +or as part of ``Theory of Functions'' in the first year of graduate +work. This little volume is designed as a convenient reference +book for such courses; the examples which may be considered +necessary being supplied from other sources. The book may +also be used as a basis for a rather short theoretical course on +real functions, such as is now given from time to time in some +of our universities. + +The general aim has been to obtain rigor of logic with a +minimum of elaborate machinery. It is hoped that the systematic +use of the Heine-Borel theorem has helped materially +toward this end, since by means of this theorem it is possible +to avoid almost entirely the sequential division or ``pinching'' +process so common in discussions of this kind. The definition +of a limit by means of the notion ``value approached'' has +simplified the proofs of theorems, such as those giving necessary +and sufficient conditions for the existence of limits, and in +general has largely decreased the number of $\varepsilon$'s and +$\delta$'s. The theory of limits is developed for multiple-valued +functions, which gives certain advantages in the treatment of the +definite integral. + +In each chapter the more abstract subjects and those which +can be omitted on a first reading are placed in the concluding +%-----File: 008.png---Folio iv------- +sections. The last chapter of the book is more advanced in +character than the other chapters and is intended as an introduction +to the study of a special subject. The index at the +end of the book contains references to the pages where technical +terms are first defined. + +When this work was undertaken there was no convenient +source in English containing a rigorous and systematic treatment +of the body of theorems usually included in even an elementary +course on real functions, and it was necessary to refer +to the French and German treatises. Since then one treatise, +at least, has appeared in English on the Theory of Functions +of Real Variables. Nevertheless it is hoped that the present +volume, on account of its conciseness, will supply a real want. + +The authors are much indebted to Professor E.~H. Moore +of the University of Chicago for many helpful criticisms and +suggestions; to Mr.~E.~B. Morrow of Princeton University for +reading the manuscript and helping prepare the cuts; and to +Professor G.~A. Bliss of Princeton, who has suggested several +desirable changes while reading the proof-sheets. +%-----File: 009.png---Folio v-------- +\tableofcontents + +%-----File: 010.png---Folio vi------- +%-----File: 011.png---Folio vii------ +%-----File: 012.png--- +%[Blank Page] +%-----File: 013.png---Folio 1-------- +\mainmatter +\chapter{THE SYSTEM OF REAL NUMBERS.}\hypertarget{chapI}{}%[I] +\section{Rational and Irrational Numbers.}\hypertarget{chIsec1}{}%[1] +\index{Number} +The real number system may be classified as follows: +\begin{enumerate} + +\item[(1)]\hypertarget{item1p1}{} All integral numbers, both positive and negative, including +zero. + +\item[(2)]\hypertarget{item2p1}{} All numbers $\frac mn$, where $m$ and $n$ are integers +($n\neq 0$). + +\item[(3)]\hypertarget{item3p1}{} Numbers not included in either of the above classes, +such as $\sqrt{2}$ and $\pi$.\footnote{% + It is clear that there is no number $\frac mn$ such that + $\frac{m^2}{n^2}=2$, for if $\frac{m^2}{n^2}=2$, then + $m^2=2n^2$, where $m^2$ and $2n^2$ are integral numbers, and + $2n^2$ is the square of the integral number $m$. Since in the + square of an integral number every prime factor occurs an even + number of times, the factor 2 must occur an even number of + times both in $n^2$ and $2n^2$, which is impossible because of + the theorem that an integral number has only one set of prime + factors.} +\end{enumerate} + +Numbers of classes \hyperlink{item1p1}{(1)} and \hyperlink{item2p1}{(2)} are called rational or commensurable +numbers, while the numbers of class~\hyperlink{item3p1}{(3)} are called \index{Rational!numbers}\index{Number!irrational}\index{Irrational!number}irrational or +incommensurable numbers. + +As an illustration of an irrational number consider the +square root of $2$. One ordinarily says that $\sqrt{2}$ is $1.4+$, or +%-----File: 014.png---Folio 2-------- +$1.41+$, or $1.414+$, etc. The exact meaning of these statements is +expressed by the following inequalities:\footnote{% + $a<b$ signifies + that $a$ is less than $b$. $a>b$ signifies that $a$ is greater than + $b$.} +\begin{align*} +&(1.4)^2 < 2 < (1.5)^2, \\ +&(1.41)^2 < 2 < (1.42)^2, \\ +&(1.414)^2 < 2 < (1.415)^2,\\ +&\qquad\mbox{etc.} +\end{align*} +Moreover, by the foot-note above no terminating decimal is equal to +the square root of 2. Hence Horner's Method, or the usual algorithm +for extracting the square root, leads to an infinite sequence of +rational numbers which may be denoted by $a_1, a_2, a_3, \ldots, +a_n,\ldots$ (where $a_1 = 1.4$, $a_2 = 1.41$, etc.), and which has the +property that for every positive integral value of $n$ +\begin{align*} + a_n &\le a_{n+1}, + &a_n^2 &< 2 < \left(a_n + \frac{1}{10^n}\right)^2. +\end{align*} + +Suppose, now, that there is a \emph{least} number $a$ greater than +every $a_n$. We easily see that if the ordinary laws of arithmetic as +to equality and inequality and addition, subtraction, and +multiplication hold for $a$ and $a^2$, then $a^2$ is the rational +number 2. For if $a^2<2$, let $2-a^2 = \varepsilon$, whence $2=a^2 + +\varepsilon$. If $n$ were so taken that $\frac{1}{10^n} < +\frac\varepsilon5$, we should have from the last inequality\footnote{% + This involves the assumption that for every number, + $\varepsilon$, however small there is a positive + \correction{integer}{integrer} $n$ such that $\frac{1}{10^n} < + \frac\varepsilon5$. This is of course obvious when + $\varepsilon$ is a rational number. If $\varepsilon$ is an + irrational number, however, the statement will have a definite + meaning only after the irrational number has been fully + defined.} +\[ + 2< \left(a_n + \frac{1}{10^n}\right)^2 = a_n^2 + + 2a_n\cdot\frac{1}{10^n}+ + \left(\frac{1}{10^n}\right)^2 < a_n^2 + 4\frac\varepsilon5 + + \frac\varepsilon5 < a^2 + \varepsilon, +\] +so that we should have both $2=a^2 + \varepsilon$ and +$2<a^2+\varepsilon$. On the +%-----File: 015.png---Folio 3-------- +other hand, if $a^2 > 2$, let $a^2-2 = \varepsilon'$ or $2 + +\varepsilon' = a^2$. Taking $n$ such that $\frac{1}{10^n} < +\frac\varepsilon5$, we should have +\[ + \left(a_n +\frac{1}{10^n} \right)^2 < (a_n^2) +\varepsilon' + < 2+\varepsilon' < a; +\] +and since $a_n + \frac{1}{10^n}$ is greater than $a_k$ for all values +of $k$, this would contradict the hypothesis that $a$ is the +\emph{least} number greater than every number of the sequence +$a_1,a_2,a_3,\ldots$ We also see without difficulty that $a$ is the +only number such that $a^2 =2$. + +\section{Axiom of Continuity.}\hypertarget{chIsec2}{}%[2] + +The essential step in passing from ordinary rational numbers +to the number corresponding to the symbol $\sqrt{2}$ is thus +made to depend upon an assumption of the existence of a +number $a$ bearing the unique relation just described to the +sequence $a_1,a_2$,\correction{$a_3$}{$a_n$},$\ldots$ +In order to state this hypothesis in +general form we introduce the following definitions: + +\begin{definition}\index{Numbers!sets of}\index{Sets of numbers} +The notation $[x]$ denotes a \textit{set},\footnote{% + Synonyms of set are class\index{Class}, aggregate, collection, assemblage, + etc.} +any element of which is denoted by $x$ alone, with or +without an index or subscript. + +A \index{Upper bound!of a set of numbers}\index{Lower bound!of a set of numbers}\index{Bounds!upper and lower}set of numbers $[x]$ is said to have an \emph{upper bound}, +$M$, if there exists a number $M$ such that there is no number +of the set greater than $M$. This may be denoted by $M \geqq [x]$. + +A set of numbers $[x]$ is said to have a \emph{lower bound}, $m$, if +there exists a number $m$ such that no number of the set is +less than $m$. This we denote by $m \leqq [x]$. +\end{definition} + +Following are examples of sets of numbers: +\begin{enumerate} +\item[(1)] $1,2,3$. +\item[(2)] $2,4,6,\ldots,2k,\ldots$ +\item[(3)] $1/2,1/{2^2},1/{2^3},\ldots,1/{2^n},\ldots$ +\item[(4)] All rational numbers less than $1$. +\item[(5)]\hypertarget{item5p3}{} All rational numbers whose squares are less than $2$. +\end{enumerate} +%-----File: 016.png---Folio 4-------- + +Of the first set $1$, or any smaller number, is a lower bound and $3$, +or any larger number, is an upper bound. The second set has no upper +bound, but $2$, or any smaller number, is a lower bound. The number +$3$ is the least upper bound of the first set, that is, the smallest +number which is an upper bound. The \index{Least upper bound}least upper and the \index{Greatest lower bound}greatest +lower bounds of a set of numbers $[x]$ are called by some writers the +upper and lower limits respectively. We shall denote them by +$\overline{B}[x]$ and $\underline{B}[x]$ respectively. By what +precedes, the set~\hyperlink{item5p3}{(5)} would have no least upper bound unless +$\sqrt{2}$ were counted as a number. + +We now state our hypothesis of continuity in the following +form: +\begin{other}[Axiom K]\hypertarget{axiomK}{}\index{Axioms!of continuity}\index{Continuity!axioms of} +If a set $[r]$ of rational numbers having an upper +bound has no rational least upper bound, then there exists one and +only one number $\overline{B}[r]$ such that +\begin{enumerate} +\item[(a)] $\overline{B}[r] > r'$, where $r'$ is any number of $[r]$ +or any rational number less than some number of $[r]$. +\item[(b)] $\overline{B}[r] < r''$, where $r''$ is any rational upper +bound of $[r]$.% +\footnote{% + This axiom implies that the new (irrational) numbers have relations + of order with all the rational numbers, but does not explicitly + state relations + of order among the irrational numbers themselves. Cf.\ Theorem~\hyperlink{thm2}{2}.} +\end{enumerate} +\end{other} + +\begin{definition}\index{Continuous!real number system}\index{Real number system}\index{Number!system}\index{Continuum, linear}\index{Linear continuum} +The number $\overline{B}[r]$ of \hyperlink{axiomK}{axiom~K} is called the +least upper bound of $[r]$, and as it cannot be a rational number it +is called an \index{Number!irrational}\index{Irrational!number}\textit{irrational} number. The set of all rational and +irrational numbers so defined is called the \textit{continuous real +number system}. It is also called \textit{the linear continuum.} The +set of all real numbers between any two real numbers is likewise +called a linear continuum. +\end{definition} +\begin{theorem}[1]\hypertarget{thm1}{} +If two sets of rational numbers $[r]$ and +$[s]$, having upper bounds, are such that no $r$ is greater than every +$s$ and no $s$ greater than every $r$, then $\overline{B}[r]$ and +$\overline{B}[s]$ are the same; that is, in symbols, +\[ + \overline{B}[r] = \overline{B}[s]. +\] +\end{theorem} +\begin{proof} +If $\overline{B}[r]$ is rational, it is evident, +and if $\overline{B}[r]$ is irrational, it is a consequence of \hyperlink{axiomK}{Axiom~K} +that +\[ + \overline{B}[r] > s', +\] +%-----File: 017.png---Folio 5-------- +where $s'$ is any rational number not an upper bound of $[s]$. +Moreover, if $s''$ is rational and greater than every $s$, it is +greater than every $r$. Hence +\[ + \overline{B}[r] < s'', +\] +where $s''$ is any rational upper bound of $[s]$. Then, by the +definition of $\overline{B}[s]$, +\[ + \overline{B}[r] = \overline{B}[s],\qedhere +\] +\end{proof} +\begin{definition} +If a number $x$ (in particular an irrational +number) is the least upper bound of a set of rational numbers $[r]$, +then the set $[r]$ is said to \textit{determine} the number $x$. +\end{definition} +\begin{ncorollary}[1]\label{cor1p5}\hypertarget{cor1p5}{} +The irrational numbers $i$ and $i'$ determined by the two sets $[r]$ +and $[r']$ are equal if and only if there is no number in either set +greater than every number in the other set. +\end{ncorollary} +\begin{ncorollary}[2]\label{cor2p5}\hypertarget{cor2p5}{} +Every irrational number is determined by some set of rational numbers. +\end{ncorollary} +\begin{definition} +If $i$ and $i'$ are two irrational numbers determined +respectively by sets of rational numbers $[r]$ and $[r']$ +and if some number of $[r]$ is greater than every number of $[r']$, +then +\[ + i>i' \text{ and } i'<i. +\] +\end{definition} +From these definitions and the order relations among the +rational numbers we prove the following theorem: +\begin{theorem}[2]\hypertarget{thm2}{} +If $a$ and $b$ are any two distinct real numbers, then $a<b$ or $b<a$; +if $a<b$, then not $b<a$; if $a<b$ and $b<c$, then $a<c$. +\end{theorem} +\begin{proof} +Let $a$, $b$, $c$ all be irrational and let $[x]$, $[y]$, $[z]$ be +sets of rational numbers determining $a$, $b$, $c$. In the two sets +$[x]$ and $[y]$ there is either a number in one set greater than every +number of the other or there is not. If there is no number in either +set greater than every number in the other, then, by Theorem~\hyperlink{thm1}{1}, +$a=b$. If there is a number in $[x]$ greater than every number in +$[y]$, then no number in $[y]$ is greater than every number in +$[x]$. Hence the first part of the theorem is +%-----File: 018.png---Folio 6-------- +proved, that is, either $a=b$ or $a<b$ or $b<a$, and if one of these, +then neither of the other two. If a number $y_1$ of $[y]$ is greater +than every number of $[x]$, and a number $z_1$ of $[z]$ is greater +than every number of $[y]$, then $z_1$ is greater than every number +of $[x]$. Therefore if $a<b$ and $b<c$, then $a<c$. +\end{proof} + +We leave to the reader the proof in case one or two of the +numbers $a$, $b$, and $c$ are rational. +\begin{lemma} +If $[r]$ is a set of rational numbers determining an +irrational number, then there is no number $r_1$ of the set $[r]$ +which is greater than every other number of the set. +\end{lemma} +This is an immediate consequence of \hyperlink{axiomK}{axiom~K}. +\begin{theorem}[3]\hypertarget{thm3}{} +If $a$ and $b$ are any two distinct numbers, then +there exists a rational number $c$ such that $a<c$ and $c<b$, or $b<c$ +and $c<a$. +\end{theorem} +\begin{proof} +Suppose $a<b$. When $a$ and $b$ are both rational +$\frac{b-a}{2}$ is a number of the required type. If $a$ is rational +and $b$ irrational, then the theorem follows from the lemma and +Corollary~\hyperlink{cor2p5}{2}, page~\pageref{cor2p5}. If $a$ and $b$ are both +irrational, it follows from Corollary~\hyperlink{cor1p5}{1}, page~\pageref{cor1p5}. If $a$ +is irrational and $b$ rational, then there are rational numbers less +than $b$ and greater than every number of the set $[x]$ which +determines $a$, since otherwise $b$ would be the smallest rational +number which is an upper bound of $[x]$, whereas by definition there +is no least upper bound of $[x]$ in the set of rational numbers. +\end{proof} +\begin{corollary} +A rational number $r$ is the least upper bound of +the set of all numbers which are less than $r$, as well as of the +set of all rational numbers less than $r$. +\end{corollary} +\begin{theorem}[4]\hypertarget{thm4}{} +Every set of numbers $[x]$ which has an upper bound, has a least upper +bound. +\end{theorem} +\begin{proof} +Let $[r]$ be the set of all rational numbers such that +no number of the set $[r]$ is greater than every number of the set +$[x]$. Then $\overline{B}[r]$ is an upper bound of $[x]$, since if +there were a number $x_1$ of $[x]$ greater than $\overline{B}[r]$, +then, by Theorem~\hyperlink{thm3}{3}, there would be a rational number less than $x_1$ +and greater than $\overline{B}[r]$, which would be contrary to the +definition of $[r]$ and $\overline{B}[r]$. +%-----File: 019.png---Folio 7-------- +Further, $\overline{B}[r]$ is the \textit{least} upper bound of $[x]$, +since if a number $N$ less than $\overline{B}[r]$ were an upper bound +of $[x]$, then by Theorem~\hyperlink{thm3}{3} there would be rational numbers greater +than $N$ and less than $\overline{B}[r]$, which again is contrary to +the definition of $[r]$. +\end{proof} +\begin{theorem}[5]\hypertarget{thm5}{} +Every set $[x]$ of numbers which has a lower +bound has a greatest lower bound. +\end{theorem} +\begin{proof} +The proof may be made by considering the least +upper bound of the set $[y]$ of all numbers, such that every number of +$[y]$ is less than every number of $[x]$. The details are left to the +reader. +\end{proof} +\begin{theorem}[6]\hypertarget{thm6}{} +If all numbers are divided into two sets $[x]$ and +$[y]$ such that $x<y$ for every $x$ and $y$ of $[x]$ and $[y]$, then +there is a greatest $x$ or a least $y$, but not both. +\end{theorem} +\begin{proof} +The proof is left to the reader. +\end{proof} + +The proofs of the above theorems are very simple, but experience has +shown that not only the beginner in this kind of reasoning but even +the expert mathematician is likely to make mistakes. The beginner is +advised to write out for himself every detail which is omitted from +the text. + +Theorem~\hyperlink{thm4}{4} is a form of the continuity axiom due to Weierstrass, and \hyperlink{thm6}{6} +is the so-called \index{Dedekind cut}\emph{Dedekind Cut Axiom}. Each of Theorems \hyperlink{thm4}{4}, \hyperlink{thm5}{5}, and +\hyperlink{thm6}{6} expresses the \emph{continuity} of the real number system. + +\section{Addition and Multiplication of Irrationals.}\hypertarget{chIsec3}{}%[3] + +It now remains to show how to perform the operations of addition, +subtraction, multiplication, and division on these numbers. A +definition of addition of irrational numbers is suggested by the +following theorem: ``If $a$ and $b$ are rational numbers and $[x]$ is +the set of all rational numbers less than $a$, and $[y]$ the set of +all rational numbers less than $b$, then $[x+y]$ is the set of all +rational numbers less than $a+b$.'' The proof of this theorem is left +to the reader. + +\begin{definition}\index{Sum of irrational numbers} +If $a$ and $b$ are not both rational and $[x]$ is the +set of all rationals less than $a$ and $[y]$ the set of all rationals +less +%-----File: 020.png---Folio 8-------- +than $b$, then $a+b$ is the least upper bound of $[x+y]$, and is +called \index{Irrational!numbers!sum of}\emph{the sum} of $a$ and $b$. +\end{definition} + +It is clear that if $b$ is rational, $[x+b]$ is the same set as +$[x+y]$; for a given $x+b$ is equal to $x'+(b-(x'-x))=x'+y'$, where +$x'$ is any rational number such that $x<x'<a$; and conversely, any +$x+y$ is equal to $(x-b+y)+b=x''+b$. It is also clear that $a+b=b+a$, +since $[x+y]$ is the same set as $[y+x]$. Likewise $(a+b)+c=a+(b+c)$, +since $[(x+y)+z]$ is the same as $[x+(y+z)]$. Furthermore, in case +$b<a$, $c=\overline{B}[x'-y']$, where $a<x'<b$ and $a<y'<b$, is such +that $b+c=a$, and in case $b<a$, $c=\underline{B}[x'-y']$ is such that +$b+c=a$; $c$ is denoted by $a-b$ and called the \index{Irrational!numbers!difference of}\index{Difference of irrational numbers}\emph{difference} +between $a$ and $b$. The \emph{negative} of $a$, or $-a$, is simply +$0-a$. We leave the reader to verify that if $a>0$, then $a+b>b$, and +that if $a<0$, then $a+b<b$ for irrational numbers as well as for +rationals. + +The theorems just proved justify the usual method of adding +infinite decimals. For example: $\pi$ is the least upper bound +of decimals like $3.1415$, $3.14159$, etc. Therefore $\pi+2$ is the +least upper bound of such numbers as $5.1415$, $5.14159$, etc. +Also $e$ is the least upper bound of $2.7182818$, etc. Therefore +$\pi+e$ is the least upper bound of $5$, $5.8$, $5.85$, $5.859$, etc. + +The definition of multiplication is suggested by the following +theorem, the proof of which is also left to the reader. + +Let $a$ and $b$ be rational numbers not zero and let $[x]$ be the +set of all rational numbers between $0$ and $a$, and $[y]$ be the set +of all rationals between $0$ and $b$. Then if +\[ +\begin{array}{cccccc} +a>0,\ b>0, &\text{\ \ it\ follows\ that\ }&ab=\overline{B}[xy];\\ +a<0,\ b<0, &``\hspace{2em}``\hspace{2em}``&ab=\overline{B}[xy];\\ +a<0,\ b>0, &``\hspace{2em}``\hspace{2em}``&ab=\underline{B}[xy];\\ +a>0,\ b<0, &``\hspace{2em}``\hspace{2em}``&ab=\underline{B}[xy]. +\end{array} +\] + +\begin{definition}\index{Irrational!numbers!product of}\index{Product of irrational numbers} +If $a$ and $b$ are not both rational and $[x]$ is the +set of all rational numbers between $0$ and $a$, and $[y]$ the set of +all rationals between $0$ and $b$, then if $a>0$, $b>0$, $ab$ means +$\overline{B}[xy]$; if $a<0$, $b<0$, $ab$ means $\overline{B}[xy]$; if +$a<0$, $b>0$, $ab$ means $\underline{B}[xy]$; if $a>0$, $b<0$, $ab$ +means $\underline{B}[xy]$. If $a$ or $b$ is zero, then $ab=0$. +\end{definition} +%-----File: 021.png---Folio 9-------- + +It is proved, just as in the case of addition, that $ab=ba$, that +$a(bc) = (ab)c$, that if $a$ is rational $[ay]$ is the same set as +$[xy]$, that if $a>0$, $b>0$, $ab>0$. Likewise the \index{Quotient of irrational numbers}\index{Irrational!numbers!quotient of}quotient +$\frac{a}{b}$ is defined as a number $c$ such that $ac=b$, and it is +proved that in case $a>0$, $b>0$, then +$c=\overline{B}\bigl[\frac{x}{y'}\bigr]$, where $[y']$ is the set of +all rationals greater than $b$. Similarly for the other +cases. Moreover, the same sort of reasoning as before justifies the +usual method of multiplying non-terminated decimals. + +To complete the rules of operation we have to prove what +is known as the distributive law, namely, that +\[ + a(b+c)=ab+ac. +\] +To prove this we consider several cases according as $a$, $b$, and $c$ +are positive or negative. We shall give in detail only the case where +all the numbers are positive, leaving the other cases to be proved by +the reader. In the first place we easily see that for positive numbers +$e$ and $f$, if $[t]$ is the set of all the rationals between 0 and +$e$, and $[T]$ the set of all rationals less than $e$, while $[u]$ and +$[U]$ are the corresponding sets for $f$, then +\[ + e+f = \overline{B}[T+U]=\overline{B}[t+u]. +\] +Hence if $[x]$ is the set of all rationals between 0 and $a$, $[y]$ +between 0 and $b$, $[z]$ between 0 and $c$, +\[ + b + c = \overline{B}[y+z] \quad \text{and hence} \quad + a(b+c) = \overline{B}[x(y + z)]. +\] +On the other hand $ab=\overline{B}[xy]$, $ac=\overline{B}[xz]$, and +therefore $ab+ac= \overline{B}[(xy+xz)]$. But since the distributive +law is true for rationals, $x(y+z)=xy+xz$. Hence +$\overline{B}[x(y+z)]=\overline{B}[(xy+xz)]$ and hence +\[ + a(b+c)=ab+ac. +\] + +We have now proved that the system of rational and irrational numbers +is not only continuous, but also is such that we may perform with +these numbers all the operations of arithmetic. We have indicated the +method, and the reader may +%-----File: 022.png---Folio 10------- +detail that every rational number may be represented by a terminated +decimal, +\[ + a_k 10^k+a_{k-1}10^{k-1}+\ldots+a_0+\frac{a_{-1}}{10} + +\ldots+\frac{a_{-n}}{10^n} + = a_k a_{k-1}\ldots a_0 a_{-1}a_{-2}\ldots a_{-n}, +\] +or by a circulating decimal, +\[ + a_k a_{k-1}\ldots a_0 a_{-1}a_{-2}\ldots + a_{-i}\ldots a_{-j}a_{-i}\ldots a_{-j}\ldots, +\] +where $i$ and $j$ are any positive integers such that $i<j$; whereas +every irrational number may be represented by a non-repeating infinite +decimal, +\[ + a_k a_{k-1}\ldots a_0 a_{-1}a_{-2}\ldots a_{-n}\ldots +\] +The operations of raising to a power or extracting a root on +irrational numbers will be considered in a later chapter (see +page~\pageref{s4p53}). An example of elementary reasoning with the +symbol $\overline{B}[x]$ is to be found on pages \pageref{t7p17} and +\pageref{endpf18}. For the present we need only that $x^n$, where $n$ +is an integer, means the number obtained by multiplying $x$ by itself +$n$ times. + +It should be observed that the essential parts of the definitions and +arguments of this section are based on the assumption of continuity +which was made at the outset. A clear understanding of the irrational +number and its relations to the rational number was first reached +during the latter half of the last century, and then only after +protracted study and much discussion. We have sketched only in brief +outline the usual treatment, since it is believed that the importance +and difficulty of a full discussion of such subjects will appear more +clearly after reading the following chapters. + +Among the good discussions of the irrational number in the English +language are: \textsc{H.~P. Manning}, \textit{Irrational Numbers and +their Representation by Sequences and Series}, Wiley \& Sons, New +York; \textsc{H.~B. Fine}, \textit{College Algebra}, Part~I, Ginn \& +Co., Boston; +%-----File: 023.png---Folio 11------- +\textsc{Dedekind}, \textit{Essays on the Theory of Number} (translated +from the German), Open Court Pub.\ Co., Chicago; \textsc{J.~Pierpont}, +\textit{Theory of Functions of Real Variables}, Chapters I and II, +Ginn \& Co., Boston. + +\section{General Remarks on the Number System.}\hypertarget{chIsec4}{}%[4] + +Various modes of treatment of the problem of the number system as a +whole are possible. Perhaps the most elegant is the following: Assume +the existence and defining properties of the positive integers by +means of a set of postulates or axioms. From these postulates it is +not possible to argue that if $p$ and $q$ are prime there exists a +number $a$ such that $a\cdot p=q$ or \correction{$a=\frac +qp$}{$a=\frac pq$}, i.e., in the field of positive integers the +operation of division is not always possible. The set of all pairs of +integers $\{m,n\}$, if $\{mk, nk\}$ ($k$ being an integer) is regarded +as the same as $\{m,n\}$, form an example of a set of objects which +can be added, subtracted, and multiplied according to the laws holding +for positive integers, provided addition, subtraction, and +multiplication are defined by the equations,\footnote{% + The details needed to show that these integer pairs satisfy the + algebraic laws of operation are to be found in Chapter~I, pages + 5--12, of \textsc{Pierpont's} \textit{Theory of Real + Functions}. \textsc{Pierpont's} exposition differs from that + indicated above, in that he says that the integer pairs actually + \emph{are} the fractions.} +\begin{align*} + \{m, n\}\otimes\{p, q\} &= \{mp, nq\} \\ + \{m, n\}\oplus \{p, q\} &= \{mq+np, nq\}. +\end{align*} +The operations with the subset of pairs $\{m,1\}$ are exactly the same +as the operations with the integers. + +This example shows that no contradiction will be introduced by adding +a further axiom to the effect that besides the integers there are +numbers, called fractions, such that in the extended system division +is possible. Such an axiom is added and the order relations among the +fractions are defined as follows: +\[ + \frac pq <\frac mn\quad \text{if}\quad pn<qm. +\] +%-----File: 024.png---Folio 12------- + +By an analogous example\footnote{% + Cf.\ \textsc{Pierpont}, loc.\ cit., pages 12--19.} +the possibility of negative numbers is shown and an axiom assuming +their existence is justified. This completes the rational number +system and brings the discussion to the point where this book begins. + +Our \hyperlink{axiomK}{Axiom~K}, which completes the real number system, assuming that +every bounded set has a least upper bound, should, as in the previous +cases, be accompanied by an example to show that no contradiction with +previous axioms is introduced by \hyperlink{axiomK}{Axiom~K}. Such an example is the set +of all lower segments, a \index{Segment!lower}\index{Lower segment}lower segment, $S$, being defined as any +bounded set of rational numbers such that if $x$ is a number of $S$, +every rational number less than $x$ is in $S$. For instance, the set +of all rational numbers less than a rational number $a$ is a lower +segment. Of two lower segments one is always a subset of the other. We +may denote that $S$ is a subset of $S'$ by the symbol +\[ + S \olessthan S'. +\] + +According to the order relation, $\olessthan$, every bounded set of +lower segments $[S]$ has a least upper bound, namely the lower +segment, consisting of every number in any $S$ of $[S]$. If $S$ and +$T$ are lower segments whose least upper bounds are $s$ and $t$, we +may define +\[ + S \oplus T +\] +and +\[ + S \otimes T +\] +as those lower segments whose least upper bounds are $s+t$ and $s +\times t$ respectively. It is now easy to see that the set of lower +segments contains a subset that satisfies the same conditions as the +rational numbers, and that the set as a whole satisfies \hyperlink{axiomK}{axiom~K}\@. The +legitimacy of \hyperlink{axiomK}{axiom~K} from the logical point of view is thus +established, since our example shows that it cannot contradict any +previous theorem of arithmetic. + +Further axioms might now be added, if desired, to postulate the +existence of imaginary numbers, e.g.\ of a number $x$ for +%-----File: 025.png---Folio 13------- +each triad of real numbers $a$, $b$, $c$, such that $ax^2 + bx + +c=0$. These axioms are to be justified by an example to show that +they are not in contradiction with previous assumptions. The theory of +the complex variable is, however, beyond the scope of this book. + +\section{Axioms for the Real Number System.}\hypertarget{chIsec5}{}%[5] +\index{Real number system} +A somewhat more summary way of dealing with the problem is to set down +at the outset a set of postulates for the system of real numbers as a +whole without distinguishing directly between the rational and the +irrational number. Several sets of postulates of this kind have been +published by \textsc{E.~V. Huntington} in the 3d, 4th, and 5th +volumes of the Transactions of the American Mathematical Society. The +following set is due to \textsc{Huntington}.\footnote{% + Bulletin of the American Mathematical Society, + Vol.~XII, page~228.} + +The system of real numbers is a set of elements related to one another +by the rules of addition ($+$), multiplication ($\times$), and +magnitude or order ($<$) specified below. +\begin{itemize}\index{Axioms!of the real number system} +\item[A 1.] Every two elements $a$ and $b$ determine uniquely an +element $a+b$ called their \emph{sum}. + +\item[A 2.] $(a+b) + c = a + (b+c)$. + +\item[A 3.] $(a+b)=(b+a)$. + +\item[A 4.] If $a+x=a+y$, then $x=y$. + +\item[A 5.] There is an element $z$, such that $z+z=z$. (This element +$z$ proves to be unique, and is called 0.) + +\item[A 6.] For every element $a$ there is an element $a'$, such that +$a+a'=0$. + +\item[M 1.] Every two elements $a$ and $b$ determine uniquely an +element $ab$ called their \emph{product}; and if $a \neq 0$ and $b +\neq 0$, then $ab \ne 0$.\footnote{% + The latter part of M~1 may be omitted from the list of axioms, since + it can be proved as a theorem from A~4 and A~M~1.} + +\item[M 2.] $(ab)c=a(bc)$. + +\item[M 3.] $ab = ba$. + +\item[M 4.] If $ax=ay$, and $a \neq 0$, then $x=y$. +%-----File: 026.png---Folio 14------- +\item[M 5.] There is an element $u$, different from 0, such that +$uu=u$. This element proves to be uniquely determined, and is called +1. + +\item[M 6.] For every element $a$, not 0, there is an element $a''$, +such that $aa'' = 1$. + +\item[A M 1.] $a(b+c)=ab+ac$. + +\item[O 1.] If $a \neq b$, then either $a<b$ or $b<a$. + +\item[O 2.] If $a<b$, then $a \neq b$. + +\item[O 3.] If $a<b$ and $b<c$, then $a<c$. + +\item[O 4.] (Continuity.) If $[x]$ is any set of elements such that +for a certain element $b$ and every $x$, $x<b$, then there exists an +element $\overline{B}$ such that--- +\begin{enumerate} +\item[(1)] For every $x$ of $[x]$, $x < \overline{B}$; + +\item[(2)] If $y < \overline{B}$, then there is an $x_1$ of $x$ such +that $y<x_1$. +\end{enumerate} +\item[A O 1.] If $x<y$, then $a+x<a+y$. + +\item[M O 1.] If $a>0$ and $b>0$, then $ab>0$. +\end{itemize} + +These postulates may be regarded as summarizing the properties of the +real number system. Every theorem of real analysis is a logical +consequence of them. For convenience of reference later on we +summarize also the rules of operation with the symbol\index{Absolute value} $|x|$, which +indicates the ``numerical'' or ``absolute'' value of $x$. That is, if +$x$ is positive, $|x| = x$, and if $x$ is negative, $|x| =-x$. +\begin{align*} + |x| + |y| &\geqq|x+y|. +\tag{1}\\ + \therefore\quad\sum_{k=1}^n|x_k| &\geqq + \Bigl|\sum_{k=1}^n x_k \Bigr|, +\tag{2} +\end{align*} +where $\sum_{k=1}^n x_k = x_1 + x_2 + \ldots + x_n$. +\begin{align*} + \bigl| |x|-|y| \bigr|\leqq|x-y| + &= |y-x|\leqq|x| +|y|. +\tag{3}\\ + |x\cdot y| &= |x| \cdot|y|. +\tag{4}\\ + \frac{|x|}{|y|} &= \left|\frac xy\right|. +\tag{5} +\end{align*} +\[\text{If } + |x-y| < e_1,\ + |y-z| < e_2, \text{ then } + |x-z| < e_1 + e_2. +\tag{6} +\] +%-----File: 027.png---Folio 15------- + +If $[x]$ is any bounded set, +\[ + \overline{B}[x]-\underline{B}[x] + = \overline{B}[|x_1-x_2 |]. +\tag{7} +\] + +\section[The Number $e$.]{The Number $\boldsymbol e$.}\hypertarget{chIsec6}{}%[6] + +In the theory of the exponential and logarithmic functions (see +page~\pageref{s4p97}) the irrational number $e$ plays an important +r\^ole. This number may be defined as follows: +\hypertarget{eq1p16}{\[ + e = \overline{B}[E_n], +\tag{1} +\]} +where +\[ + E_n = 1+\frac{1}{1!}+\frac{1}{2!}+\ldots +\frac{1}{n!}, +\] +where $[n]$ is the set of all positive integers, and +\[ + n!= 1 \cdot 2 \cdot 3 \ldots n. +\] + +It is obvious that \hyperlink{eq1p16}{(1)} defines a finite number and not infinity, +since +\[ + E_n=1+\frac{1}{1!}+\frac{1}{2!}+ \ldots + \frac{1}{n!} + < 1+1+\frac12+\frac{1}{2^2}+ \ldots +\frac{1}{2^{n-1}} + = 3-\frac{1}{2^{n-1}}. +\] +The number $e$ may very easily be computed to any number of decimal +places, as follows: +%-----File: 028.png---Folio 16------- +\begin{align*} + E_0 &= 1 \\ +\frac{1}{1!} &= 1 \\ +\frac{1}{2!} &= \;.5 \\ +\frac{1}{3!} &= \;.166666+\\ +\frac{1}{4!} &=\phantom{1}.041666+ \\ +\frac{1}{5!} &=\phantom{1}.008333+ \\ +\frac{1}{6!} &=\phantom{1}.001388+ \\ +\frac{1}{7!} &=\phantom{1}.000198+ \\ +\frac{1}{8!} &=\phantom{1}.000024+ \\ +\frac{1}{9!} &=\phantom{1}.000002+ \\ + &\quad\ \rule{5em}{0.5pt}\\ +E_9 &= 2.7182\ldots +\end{align*} + +\begin{lemma} +If $k>e$, then $E_k > e-\frac{1}{k!}$. +\end{lemma} +\begin{proof} +From the definitions of $e$ and $E_n$ it follows that +\[ + e-E_k = \overline{B} \left[ + \frac{1}{(k+1)!} + + \frac{1}{(k+2)!} + + \ldots + \frac{1}{(k+l)!} \right], +\] +where $[l]$ is the set of all positive integers. Hence +\[ + e-E_k = \frac{1}{(k+1)!} \cdot + \overline{B} \biggl[1+ + \frac{1}{k+2} + + \frac{1}{(k+2)(k+3)} + + \ldots + + \frac{1}{(k+2) \ldots (k+l)} \biggr], +\] +or +\[ + e-E_k < \frac{1}{(k+1)!} \cdot e. +\] +If $k>e$, this gives +\[ + E_k > e-\frac{1}{k!}.\qedhere +\] +\end{proof} +%-----File: 029.png---Folio 17------- +\begin{theorem}[7]\hypertarget{thm7}{}\label{t7p17} +\[ + e=\overline{B}\left[\left(1+\frac1n\right)^n\right], +\] +where $[n]$ is the set of all positive integers. +\end{theorem} +\begin{proof} +By the binomial theorem for positive integers +\[ + \left(1+\frac1n \right)^n + = 1 + n\left(\frac1n \right) + + \frac{n(n-1)}{2!} \cdot \left(\frac1n \right)^2 + \ldots + + \left(\frac1n \right)^n. +\] +Hence +\begin{align*} + E_n-\left(1+\frac1n \right)^n + &= \sum^n_{k=2} + \left(\frac{1}{k!}-\frac{n(n-1) \ldots (n-k+1)}{k!\, n^k} \right) +\\\hypertarget{eqap17}{% + &= \sum^n_{k=2} + \frac{n^k-n(n-1) \ldots (n-k+1)}{k!\,n^k}, +\tag{\textit{a}}} +\\ + &< \sum^n_{k=2} + \frac{n^k-(n-k+1)^k}{k!\,n^k}. +\end{align*} +Hence by factoring +\begin{align*} + E_n-\left(1+\frac1n \right)^n + &< \sum^n_{k=2} + \frac{(k-1)(n^{k-1} + n^{k-2}(n-k+1) + \ldots + + (n-k+1)^{k-1}) }{k!\,n^k} +\\ + &< \sum^n_{k=2} + \frac{(k-1)k n^{k-1}}{k!\,n^k} +\\ + &< \frac1n \sum^n_{k=2} + \frac{(k-1)k}{k!} +\end{align*} +i.e., +\hypertarget{eqbp17}{\[ + E_n-\left(1+\frac1n \right)^n + < \frac1n\left(1+\sum^{n-2}_{l=1} \frac{1}{l!} \right) + < \frac en. +\tag{\textit{b}} +\]} +From \hyperlink{eqap17}{(\textit{a})} +\begin{align*} +\hypertarget{eq1p17}{\tag{1} + E_n &> \left(1+\frac1n \right)^n\\} + \intertext{and from \hyperlink{eqbp17}{(\textit{b})}} +\tag{2} + \left(1+\frac1n \right)^n > E_n-\frac en, +\end{align*} +%-----File: 030.png---Folio 18------- +whence by the lemma +\hypertarget{eq3p18}{\[ + \left(1+\frac1n \right)^n > e-\frac{1}{n!}-\frac en. +\tag{3} +\]} + +From \hyperlink{eq1p17}{(1)} it follows that $e$ is an upper bound of +\[ + \left[\left(1+\frac1n \right)^n\right], +\] +and from \hyperlink{eq3p18}{(3)} it follows that no smaller number can be an upper +bound. Hence +\[ + \overline{B}\left[\left(1+\frac1n \right)^n\right] = e. +\]\label{endpf18} +\end{proof} + +\section{Algebraic and Transcendental Numbers.}\hypertarget{chIsec7}{}%[7] +\index{Algebraic!numbers}\index{Transcendental!numbers}\index{Number!algebraic}\index{Numbers!transcendental} +The distinction between rational and irrational numbers, which is a +feature of the discussion above, is related to that between +\textit{algebraic} and \textit{transcendental} numbers. A number is +algebraic if it may be the root of an algebraic equation, +\[ + a_0x^n + a_1x^{n-1} + \ldots + a_{n-1}x + a_n = 0, +\] +where $n$ and $a_0,a_1,\ldots,a_n$ are integers and $n>0$. A number is +transcendental if not algebraic. Thus every rational number $\frac mn$ +is algebraic because it is the root of the equation +\[ + nx-m=0, +\] +while every transcendental number is irrational. Examples of +transcendental numbers are, $e$, the base of the system of natural +logarithms, and $\pi$, the ratio of the circumference of a circle to +its diameter. + +The proof that these numbers are transcendental follows on +page~\pageref{s8p19}, though it makes use of infinite series which +will +%-----File: 031.png---Folio 19------- +not be defined before page~\pageref{dp71}, and the function $e^x$, +which is defined on page~\pageref{dp57}. + +The existence of transcendental numbers was first proved by +\textsc{J.~Liouville}, Comptes Rendus, 1844. There are in fact an +infinitude of transcendental numbers between any two numbers. Cf.\ +\textsc{H.~Weber}, \textit{Algebra}, Vol.~2, p.~822. No +\textit{particular} number was proved transcendental till, in 1873, +\textsc{C.~Hermite} (Crelle's Journal, Vol.~76, p.~303) proved $e$ to +be transcendental. In 1882 \textsc{E.~Lindemann} (Mathematische +Annalen, Vol.~20, p.~213) showed that $\pi$ is also transcendental. + +The latter result has perhaps its most interesting application in +geometry, since it shows the impossibility of solving the classical +problem of constructing a square equal in area to a given circle by +means of the ruler and compass. This is because any construction by +ruler and compass corresponds, according to analytic geometry, to the +solution of a special type of algebraic equation. On this subject, see +\textsc{F.~Klein}, \textit{Famous Problems of Elementary Geometry} +(Ginn \& Co., Boston), and \textsc{Weber} and \textsc{Wellstein}, +\textit{Encyclop\"adie der Elementarmathematik}, Vol.~1, pp.~418--432 +(B.~G.~Teubner, Leipzig). + +\section[The Transcendence of $e$.]{The Transcendence of $\boldsymbol e$.}\hypertarget{chIsec8}{}%[8] +\label{s8p19} + +\begin{theorem}[8]\hypertarget{thm8}{} +If $c,c_1,c_2,c_3,\ldots,c_n$ are integers (or +zero but $c \neq 0$), then +\hypertarget{eq1p19}{\[ + \tag{1} + c+c_1e+c_2e^2+\ldots+c_ne^n \neq 0. +\]} +\end{theorem} + +\begin{proof} +The scheme of proof is to find a number such that +when it is multiplied into \hyperlink{eq1p19}{(1)} the product becomes equal to a whole +number distinct from zero plus a number between $+1$ and $-1$, a sum +which surely cannot be zero. To find this number $N$, we study the +series\footnote{% + Cf.~pages \pageref{dp71} and \pageref{t58p99}. + } +for $e^k$, where $k$ is an integer $\qqle n$: +\[ + e^k = 1 + \frac{k}{1!} + \frac{k^2}{2!} + \frac{k^3}{3!} + \ldots. +\] +%-----File: 032.png---Folio 20------- + +Multiplying this series successively by the arbitrary factors $i!\cdot +b_i$, we obtain the following equations: +\hypertarget{eq2p20}{\[ + \left. + \begin{array}{l} + e^k\cdot 1!\cdot b_1 = b_1 \cdot 1! + b_1k + \left(1 + \frac k2 + \frac{k^2}{2\cdot 3} + \ldots \right); +\\ + e^k\cdot 2! \cdot b_2 = b_2 \cdot 2! + \left(1+\frac k1\right) + + b_2\cdot k^2\left(1 + \frac k3 + \frac{k^2}{3\cdot 4} + + \ldots \right); +\\ + e^k\cdot 3! \cdot b_3 = b_3 \cdot 3! + \left(1+\frac{k}{1!}+\frac{k^2}{2!}\right) + + b_3\cdot k^3\left(1 + \frac k4 + \frac{k^2}{4\cdot 5} + + \ldots \right); +\\ +\hdotsfor[10]{1} +\\ + e^k\cdot s! \cdot b_s = b_s \cdot + s!\left(1 + \frac{k}{1!} + \frac{k^2}{2!} + \ldots + + \frac{k^{s-1}}{(s-1)!} \right) +\\ + \hfill + b_s\cdot k^s\left(1 + \frac{k}{s+1} + + \frac{k^2}{(s+1)(s+2)} + \ldots \right). + \end{array} + \right\} +\tag{2} +\]} + +For the sake of convenience in notation the numbers $b_1\ldots b_s$ +may be regarded as the coefficients of an arbitrary polynomial +\[ + \phi(x) + b_0 + b_1x + b_2x^2 + \ldots + + \mbox{\correction{$b_sx^s$}{$b_sx_s$}}, +\] +the successive derivatives of which are +\begin{gather*} +\begin{array}{c} + \phi'(x) = b_1 + 2\cdot b_2x + \ldots + s\cdot b_s \cdot x^{s-1}, +\\ +\hdotsfor[10]{1} +\end{array} +\\ +\begin{array}{c} + \phi^{(m)}(x) = b_m\cdot m! + b_{m+1} \cdot \frac{(m+1)!}{1!}\cdot x ++ \ldots + b_s\cdot \frac{s!}{(s-m)!} \cdot x^{s-m}; +\\ +\hdotsfor[10]{1} +\end{array} +\end{gather*} + +The diagonal in \hyperlink{eq2p20}{(2)} from $\text{\correction{$b_1$}{$b$}}\cdot 1!$ to $b_s\cdot +s!\frac{k^{s-1}}{(s-1)!}$ is obviously $\phi'(k)$, the next lower +diagonal is $\phi''(k)$, etc. Therefore by adding equations~\hyperlink{eq2p20}{(2)} in +this notation we obtain +%-----File: 033.png---Folio 21------- +\hypertarget{eq3p21}{\begin{align*} + e^k(1!\,b_1+2!\,b_2+\ldots+s!\,b_s)=\phi'(k) &+\phi''(k)+\ldots\\ + &+\phi^{(s)}(k)+\sum_{m=1}^sb_m\cdot k^m\cdot R_{km}, \tag{3} +\end{align*}} +in which +\[ + R_{km}=1+\frac{k}{m+1}+\frac{k^2}{(m+1)(m+2)}+ \ldots. +\] + +Remembering that $\phi(x)$ is perfectly arbitrary, we note that if it +were so chosen that +\[ + \phi'(k)=0,\quad \phi''(k)=0,\ldots,\quad \phi^{(p-1)}(k)=0, +\] +for every $k$ ($k=1, 2, 3, \ldots, n$) then equations~\hyperlink{eq2p20}{(2)} and \hyperlink{eq3p21}{(3)} +could be written in the form +\hypertarget{eq4p21}{\begin{align*} + e^k(1!\text{\correction{$\cdot$}{}} b_1+2!\cdot b_2+\ldots+s!\cdot b_s) + & = \sum_{m=1}^sb_m\cdot k^m\cdot R_{km} \\ + & + b_p\cdot p! \\ + & + b_{p+1}\cdot (p+1)!\cdot \left(1+\frac{k}{1!}\right) \\ + & + \ldots \\ + & + b_s\cdot s!\left(1+\frac{k}{1!}+\frac{k^2}{2!}+\ldots + +\frac{k^{s-p}}{\text{\correction{$(s-p)!$}{$(s-p)$}}}\right). +\tag{4} +\end{align*}} +A choice of $\phi(x)$ satisfying the required conditions is +\hypertarget{eq5p21}{\[ + \phi(x)=(a_0+a_1x+a_2x^2+ \ldots +a_nx^n)^p + \cdot \frac{x^{p-1}}{(p-1)!}=\frac{(f(x))^p\cdot x^{p-1}}{(p-1)!}, +\tag{5} +\]} +where $f(x) = (x-1)(x-2)(x-3) \ldots (x-n)$. +%-----File: 034.png---Folio 22------- + +Every $k$ ($k = 1, 2, \ldots, n$) is a $p$-tuple root of \hyperlink{eq5p21}{(5)}. Here $p$ +is still perfectly arbitrary, but the degree $s$ of $\phi(x)$ is +$np+p-1$. If $\phi(x)$ is expanded and the result compared with +\[ + \phi(x) = b_0 + b_1x + \ldots + b_s x^s, +\] +it is plain that +\[ + b_0 = 0,\ b_1=0,\ \ldots,\ b_{p-2}=0, +\] +on account of the factor $x^{p-1}$, and +\[ + b_{p-1} = \frac{a_0^p}{(p-1)!},\ + b_p = \frac{I_p}{(p-1)!},\ \ldots,\ + b_s = \frac{I_s}{(p-1)!}, +\] +where $I_p,I_{p+1},\ldots,I_s$, are all integers. The coefficient of +$e^k$ in the left-hand member of \hyperlink{eq4p21}{(4)} is therefore +\[ + N_p = a_0^p + \frac{I_p}{(p-1)!}\cdot p! + + \frac{I_{p+1}}{(p-1)!}\cdot (p+1)!+ \ldots + + \frac{I_s }{(p-1)!}\cdot s! +\] + +Whenever the arbitrary number $p$ is prime and greater than $a_0$, +$N_p$ is the sum of $a_0^p$, which cannot contain $p$ as a factor, +plus other integers each of which does contain the factor $p$. $N_p$ +is therefore \emph{not zero and not divisible by $p$}. + +Further, since +\[ + \frac{(p+t)!}{(p-1)!\cdot r!}=p\frac{(p+1)(p+2)\ldots(p+t)}{r!} +\] +is an integer divisible by $p$ when $r\leqq t$, it follows that all +the coefficients of the last block of terms in \hyperlink{eq4p21}{(4)} contain $p$ as a +factor. Since $k$ is also an integer, \hyperlink{eq4p21}{(4)} evidently reduces to +\[ + N_p\cdot e^k=pW_{kp}+\sum_{m=1}^s b_m\cdot k^m\cdot R_{km}, +\] +%-----File: 035.png---Folio 23------- +where $W_{kp}$ is an integer or zero, and this may be abbreviated to +the form +\hypertarget{eq6p23}{\[ +\label{eq1onp23} \tag{6} + N_p\cdot e^k = pW_{kp} + r_{kp}. +\]} +Before completing our proof we need to show that by choosing the +arbitrary prime number $p$ sufficiently large, $r_{kp}$ can be made as +small as we please. If $\alpha$ is a number greater than $n$, +\begin{align*} + |R_{km}| + &= \left|1+ \frac{k}{m+1} + \frac{k^2}{(m+1)(m+2)} + \ldots + \right| +\\ + &< \left|1+ \frac{\alpha}{m+1} + \frac{\alpha^2}{(m+1)(m+2)} + + \ldots \right| +\\ + &< \left|1+ \frac\alpha1 + \frac{\alpha^2}{2!} + \ldots + \right| +\\ + &< e^\alpha +\end{align*} +for all integral values of $m$ and of $k \qqle n$. +\[ + |r_{kp}| + = \left|\sum_{m=1}^s b_m \cdot k^m \cdot R_{km} \right| + \leqq \sum_{m=1}^s|b_m|\cdot k^m \cdot|R_{k,m}|. +\] + +Since the number $b_m$ is the coefficient of $x^m$ in $\phi(x)$ and +since each coefficient of $\phi(x)$ is numerically less than or equal +to the corresponding coefficient of +\[ + \frac{x^{p-1}}{(p-1)!} + \left(|a_0|+ |a_1|x + |a_2|x^2 + + \ldots + |a_n|x^n \right)^p, +\] +it follows that +\begin{align*} + |r_{kp}| + &< e^\alpha \cdot \frac{\alpha^{p-1}}{(p-1)!} + \left(|a_0|+ |a_1|\alpha + \ldots + + |a_n|\alpha^n \right)^p +\\ + &< \frac{Q^p}{(p-1)!} \cdot e^\alpha, +\end{align*} +%-----File: 036.png---Folio 24------- +where +\[ + Q = \alpha (|a_0|+ |a_1|\alpha + \ldots + + |a_n|\alpha^n) +\] +is a constant not dependent on $p$. The expression $ +\frac{Q^p}{(p-1)!}$ is the $p$th term of the series for $Qe^Q$, and +therefore by choosing $p$ sufficiently large $r_{kp}$, may be made as +small as we please. + +If now $p$ is chosen as a prime number, greater than $\alpha$ and +$\alpha_0$ and so great that for every $k$, +\[ + r_{kp} < \frac{1}{n\cdot d}, +\] +where $d$ is the greatest of the numbers +\[ + c,\; c_1,\; c_2,\; c_3,\; \ldots,\; c_n, +\] +the equations~\hyperlink{eq6p23}{(6)} evidently give +\begin{align*} + N_p(c + c_1 e + c_2 e^2 + \ldots &+ c_n e^n)\\ + &= N_p c + p(c_1 W_{1p} + c_2 W_{2p} + \ldots + c_n W_{np}) \\ + &\hspace*{2cm}+c_1 r_{1p} + c_2 r_{2p} + \ldots + c_n r_{np},\\ + &= N_p c + pW + R,\tag{8} +\end{align*} +where $W$ is an integer or zero and $R$ is numerically less than +unity. Since $N_p c$ is not divisible by $p$ and is not zero, while +$pW$ is divisible by $p$, this sum is numerically greater than or +equal to zero. Hence +\[ + N_p (c + c_1 e + c_2 e^2 + \ldots + c_n e^n ) \neq 0. +\] +Hence +\[ + c + c_1 e + c_2 e^2 + \ldots + c_n e^n \neq 0, +\] +and $e$ is a transcendental number. +\end{proof} +%-----File: 037.png---Folio 25------- +\section{The Transcendence of $\pi$.}\hypertarget{chIsec9}{}%[9] + +The definition of the number $\pi$ is derived from \textsc{Euler}'s +formula +\[ + e^{x \sqrt{-1}} = \cos x + \sqrt{-1} \sin x; +\] +by replacing $x$ by $\pi$, +\hypertarget{eq1p25}{\[ +\label{p25eq1} + e^{\pi \sqrt{-1}} =-1.\tag{1} +\]} +If $\pi$ is assumed to be an algebraic number, $\pi\sqrt{-1}$ is also +an algebraic number and is the root of an irreducible algebraic +equation $F(x)=0$ whose coefficients are integers. If the roots of +this equation are denoted by $z_1, z_2, z_3,\ldots, z_n$, then, since +$\pi \sqrt{-1}$ is one of the $z$'s, it follows as a consequence of +\hyperlink{eq1p25}{(1)} that +\hypertarget{eq2p25}{\[ + (e^{z_1}+1) (e^{z_2}+1) (e^{z_3}+1) \ldots (e^{z_n}+1) =0.\tag{2} +\]} +By expanding \hyperlink{eq2p25}{(2)} +\[ + 1 + \sum e^{z_i} + \sum e^{z_i+z_j} + \sum e^{z_i+z_j+z_k} + \ldots = 0. +\] +Among the exponents zero may occur a number of times e.g., $(c-1)$ +times. If then +\[ + z_i, \quad z_i + z_j, \quad z_i + z_j + z_k,\quad \ldots, +\] +be designated by $x_1, x_2, x_3, \ldots, x_n$, the equation becomes +\hypertarget{eq3p25}{\[ + c + e^{x_1} + e^{x_2} + \ldots + e^{x_n} =0,\tag{3} +\]} +where $c$ is a positive number at least unity and the numbers $x_i$ +are algebraic. These numbers, by an argument for which the reader is +referred to \textsc{Weber} and \textsc{Wellstein}'s +\emph{Encyclop\"{a}die der Elementarmathematik}, p.~427 et seq., may +be shown to be the roots of an algebraic equation +\[ + f(x) = a_0 + a_1 x + a_2 x^2 + \ldots + a_n x^n = 0,\tag{$3'$} +\] +%-----File: 038.png---Folio 26------- +the coefficients being integers and $a_0\neq0$ and $a_n\neq0$. The +rest of the argument consists in showing that equation~\hyperlink{eq3p25}{(3)} is +impossible when $x_1,x_2$, \ldots, $x_n$ are roots of ($3'$). The +process is analogous to that in \hyperlink{chIsec8}{\S~8}. +\hypertarget{eq4p26}{\[ +\left. +\begin{array}{l}\displaystyle + e^{x_k}\cdot1!\,b_1 = b_1\cdot1! + b_1x_k \left(1 + \frac{x_k}{2} + + \frac{x_k^2}{2\cdot3} +\ldots \right), +\\ \displaystyle + e^{x_k}\cdot2!\,b_2 = b_2\cdot2!\left(1 + \frac{x_k}{1!} \right) + + b_2x_k^2 \left(1 + \frac{x_k}{3} + \frac{x_k^2}{3\cdot4} + + \ldots\right), +\\ \displaystyle + e^{x_k}\cdot3!\,b_3 = b_3\cdot3!\left(1 + \frac{x_k}{1!} + + \frac{x_k^2}{2!} \right) + b_3x_k^3\left(1 + \frac{x_k}{4} + + \frac{x_k^2}{4\cdot5} + \ldots \right), +\\ +\hdotsfor[10]{1} +\\ \displaystyle + e^{x_k}\cdot s!\,b_s = b_s\cdot s!\left(1 + \frac{x_k}{1!} + + \ldots + \frac{x_k^{s-1}}{(s-1)!} \right) +\\ \displaystyle + \hfill + b_s x_k^s\left(1 + \frac{x_k}{s+1} + + \frac{x_k^2}{(s+1)(s+2)} + \ldots \right). +\end{array} +\right\} +\tag{4} +\]} + +The numbers $b_1,\ldots,b_{\text{\correction{$s$}{$n$}}}$ may be regarded as the coefficients of an +arbitrary polynomial +\[ + \phi(x)=b_0+b_1x+b_2x^2+\ldots+b_s x^s, +\] +for which +\[ + \phi^{(m)}(x)=b_m\cdot m!+b_{m+1}\cdot\frac{(m+1)!}{1!}\cdot x + + \ldots + b_s\frac{s!}{(s-m)!}\cdot x^{s-m}. +\] + +The diagonal in equations~\hyperlink{eq4p26}{(4)} from $b_1\cdot1!$ to $b_s\cdot +s!\frac{{x_k}^{s-1}}{(s-1)\text{\correction{$!$}{}}}$ is obviously $\phi'(x_k)$, and the next +lower diagonal $\phi''(x_k)$, etc. Therefore, by adding equations~\hyperlink{eq4p26}{(4)}, +\hypertarget{eq5p26}{\begin{multline*} + e^{x_k}(1!\,b_1+2!\,b_2+\ldots+s!\,b_s) = \phi'(x_k)+\phi''(x_k)+\ldots +\\ + +\phi^{(s)}(x_k)+\sum_{m=1}^s b_m\cdot x_k^mR_{km}, +\tag{5} +\end{multline*}} +%-----File: 039.png---Folio 27------- +in which +\[ + R_{km} = 1 + \frac{x_k}{m+1} + \frac{x_k^2}{(m+1)(m+2)}+ \ldots +\] + +Remembering that $\phi(x)$ is perfectly arbitrary, let it be so chosen +that +\[ + \phi'(x_k) = 0,\; \phi''(x_k)=0,\; \phi'''(x_k)=0, + \; \ldots, \phi^{(p-1)}(x_k)=0 +\] +for every $x_k$. + +Equation~\hyperlink{eq5p26}{(5)} may then be written as follows: +\hypertarget{eq6p27}{\begin{align*} + e^{x_k}(1!\,b_1 + 2!\,b_2 + \ldots + s!\,b_s) + &= \sum_{m=1}^s b_m \cdot (x_k)^m \cdot R_{\text{\correction{$km$}{$k,m$}}} +\\ + &+ b_p \cdot p! \\ + &+ b_{p+1} \cdot (p+1)! \left(1+\frac{x_k}{1!} \right) \\ + &+\ldots \\ +\tag{6} + &+ b_s \cdot s! \left(1 + \frac{x_k}{1!} + \frac{x^2_k}{2!} + \ldots + + \frac{x_k^{s-p}}{(s-p)!} \right). +\end{align*}} + +A choice of $\phi(x)$ satisfying the required conditions is +\begin{align*} + \phi(x) &= \frac{a_n^{np-1} \cdot x^{p-1}}{(p-1)!} + (a_0 + a_1 x + a_2 x^2 + \ldots + a_n x^n)^p +\\ + &= \frac{a_n^{np-1} \cdot x^{p-1}}{(p-1)!} (f(x))^p, +\end{align*} +of which every $x_k$ is a $p$-tuple root. If $\phi(x)$ is expanded and +the result compared with +\[ + \phi(x) = b_0 + b_1 x + \ldots + b_s x^s, +\] +it is plain that $b_0=0$, $b_1=0$, \ldots, $b_{p-2}=0$, on account of +the factor $x^{p-1}$; and +\[ + b_{p-1} = \frac{a_0^p a_n^{np-1}}{(p-1)!}, \quad + b_p = \frac{I_p \cdot a_n^{np-1}}{(p-1)!} \quad \ldots, \quad + b_s = \frac{I_s \cdot a_n^{np-1}}{(p-1)!}, +\] +%-----File: 040.png---Folio 28------- +where $I_p,\ldots,I_s$, are all integers. The coefficient of $e^{x_k}$ in +\hyperlink{eq6p27}{(6)} may now be written +\[ + N_p = a_n^{np-1} \left(a_0^p + + \frac{I_p}{(p-1)!}\cdot p! + + \frac{I_{p+1}}{(p-1)!}(p+1)! + + \ldots + + \frac{I_s}{(p-1)!} \cdot s! \right)\text{\correction{.}{}} +\] + +If the arbitrary number $p$ is chosen as a prime number greater than +$a_0$ and $a_n$, $N_p$ becomes the sum of $a_0^pa_n^{np-1}$, which +cannot contain $p$ as a factor, and a number of other integers each of +which is divisible by $p$. $N_p$ therefore is \textit{not zero and not +divisible by $p$}. + +Further, since, $\dfrac{(p+t)!}{(p-1)!\cdot r!}$ is an integer +divisible by $p$ when $r \leqq t$, it follows that all of the +coefficients of the last block of terms in \hyperlink{eq6p27}{(6)} contain $p$ as a +factor. If then \hyperlink{eq6p27}{(6)} is added by columns, +\hypertarget{eq7p28}{\[ + N_pe^{\text{\correction{$x_k$}{$xk$}}} = pa_n^{np-1} \left[ + P_0 + P_1x_k + P_2x_k^2 + \ldots + P_{s-p}x_k^{s-p} \right] + + \sum_{m=1}^s b_m\cdot x_k^m \cdot R_{km} +\tag{7} +\]} +where $P_0,P_1,\ldots,P_{s-p}$ are integers. + +It remains to show that $\sum_{m=1}^s b_m \cdot x_k^m \cdot R_{km}$ +can be made small at will by a suitable choice of the arbitrary +$p$. As in the proof of the transcendence of $e$, it follows that +\[ + \left|r_{kp} \right| + = \left|\sum_{m=1}^s b_m \cdot x_k^m \cdot R_{km} \right| + < \frac{Q^p}{(p-1)!} \cdot e^\alpha, +\] +where +\[ + Q = |a_n^n| + \alpha(|a_0|+ |a_1|\alpha + \ldots + + |a_n|\alpha ), +\] +and $\alpha$ is the largest of the absolute values of $x_k$ ($k=1, +\ldots, n$). If now $p$ is chosen as a prime number, greater than +unity, greater than $a_0 \ldots a_n$ and greater than $c$, and so +great also that $|r_{kp}|< \dfrac{1}{n}$, it follows directly from +equation~\hyperlink{eq7p28}{(7)} that +%-----File: 041.png---Folio 29------- +\begin{multline*} +\hypertarget{eq8p29}{\tag{8} + N_p(c + e^{x_1} + e^{x_2} + \ldots + e^{x_n})} +\\ + = N_pc + p{a_n}^{np-1} + (P_0S_0 + P_1S_1 + \ldots + P_{s-p}S_{s-p}) + + \sum_{k=1}^n r_{kp}, +\end{multline*} +where +\[ + |r_{kp}| + = \left|\sum_{m=1}^s b_m \cdot x_k^m \cdot R_{km} \right| + < \frac1n, +\] +$S_0=n$, and $S_i=x_1^i + x_2^i + x_3^i + \ldots + + x_n^i$, and therefore +\begin{align*} + S_1 &=-\frac{a_{n-1}}{a_n}, + &S_2 &= \frac{a_{n-1}^2}{a_n^2}-\frac{2a_{n-2}}{a_n},\ldots, +\footnotemark +\end{align*} +\footnotetext{% + Cf.~\textsc{Burnside} and \textsc{Panton} \textit{Theory of + Equations}, Chapter~VIII, Vol.~I.} +and therefore it follows that ${a_n}^{np-1}S_1$, +${a_n}^{np-1}S_2$,\ldots, are all whole numbers or zero. The term +\[ + pa_n^{np-1} \cdot \sum_{i=0}^{s-p} P_iS_i +\] +is therefore an integer divisible by $p$, while, on the contrary, +$N_p$ and $c$ are not divisible by $p$. The sum of these terms is +therefore a whole number $\geqq +1$ or $\leqq-1$, and since +$\displaystyle \sum_{k=1}^nr_{kp} < 1$, the entire right-hand member +of \hyperlink{eq8p29}{(8)} is not zero, and hence \hyperlink{eq3p25}{(3)} is not zero. Therefore--- +\begin{theorem}[9]\hypertarget{thm9}{} +The number $\pi$ is transcendental. +\end{theorem} +%-----File: 042.png---Folio 30------- + +\chapter{SETS OF POINTS AND OF SEGMENTS.}\hypertarget{chapII}{}%[II] + +\section{Correspondence of Numbers and Points.}\hypertarget{chIIsec1}{}%[1] + +The system of real numbers may be set into \index{One-to-one correspondence}one-to-one correspondence +with the points of a straight line. That is, a scheme may be devised +by which every number corresponds to one and only one point of the +line and vice versa. The point $0$ is chosen arbitrarily, and the +points $1, 2, 3, 4, \ldots$ are at regular intervals to the right of +$0$ in the order $1, 2, 3, 4, \ldots$ from left to right, while the +points $-1,-2,-3,\ldots$ follow at regular intervals in the order $0, +-1,-2,-3,\ldots$ from right to left. The points which correspond to +fractional numbers are at intermediate positions as +follows:\footnote{% + It is convenient to think of numbers in this case as simply a + notation + for points. In view of the correspondence of points and numbers the + numbers + furnish a complete notation for all points.} + +To fix our ideas we obtain a point corresponding to a particular +decimal of a finite number of digits, say $1.32$. +\begin{figure}[!hbtp]\label{fig01}\hypertarget{fig01}{} +\centering +\setlength{\unitlength}{0.06\textwidth} +\begin{picture}(10,1.4)(-5,-0.6) +\scriptsize +\put(-5,0){\line(1,0){10}} +\put(-5,0){\line(0,1){0.25}} +\put(-4,0){\line(0,1){0.25}} +\put(-3,0){\line(0,1){0.25}} +\put(-2,0){\line(0,1){0.25}} +\put(-1,0){\line(0,1){0.25}} +\put(0,0){\line(0,1){0.25}} +\put(5,0){\line(0,1){0.25}} +\put(-1.8,0){\line(0,1){0.65}} +\put(-1.8,0.8){\makebox(0,0)[cc]{$1.32$}} +\put(-5,0.5){\makebox(0,0)[cc]{$1$}} +\put(-4,0.5){\makebox(0,0)[cc]{$.1$}} +\put(-3,0.5){\makebox(0,0)[cc]{$.2$}} +\put(-2,0.5){\makebox(0,0)[cc]{$.3$}} +\put(-1,0.5){\makebox(0,0)[cc]{$.4$}} +\put(0,0.5){\makebox(0,0)[cc]{$.5$}} +\put(5,0.5){\makebox(0,0)[cc]{$1$}} +\normalsize +\put(0,-0.3){\makebox(0,0)[tc]{\sc Fig.~1}} +\end{picture} +\end{figure} +Divide the segment $\overline{1\ 2}$ into ten equal parts. Then divide +the segment \correction{$\overline{.3\ .4}$}{$\overline{3\ 4}$} of this division into ten equal +parts. The point marked $2$ by the last division is the point +corresponding to $1.32$. + +If the decimal is not terminating, we simply obtain an infinite +sequence of points, such that any one is to the right of all that +precede it, in case of a positive number, or to the +%-----File: 043.png---Folio 31------- +left in case of a negative number. The first few points of the +sequence for the number $\pi$ are the points corresponding to the +numbers $3$, $3.1$, $3.14$, $3.141$. This set of numbers is bounded, +$4$, for instance, being an upper bound. Hence the points +corresponding to these numbers all lie to the left of the point +corresponding to the number $4$. To show that there exists a definite +point corresponding to the least upper bound \correction{$\overline{B}$}{$B$} of the set of numbers +$3$, $3.1$, $3.14$, $3.141$, etc., use is made of the following: + +\begin{other}[Postulate of Geometric Continuity]\index{Axioms!of continuity}\index{Continuity!axioms of}If a set $[x]$ +of points of a line has a right bound, that is, if there exists a +point $B$ on the line such that no point of the set $[x]$ is to the +right of $B$, then there exists a leftmost right bound $\overline{B}$ +of the set $[x]$. If the set has a left bound, it has a rightmost left +bound. +\end{other} +The leftmost right bound of the set of points corresponding to the +numbers $3.$, $3.1$, $3.14$, etc., is the point which corresponds to +the number $\pi$. In the same manner it follows from the postulate +that there is a definite point on the line corresponding to any +decimal with an infinitude of digits.\footnote{% + It is not implied here, of course, that it is possible to write a + decimal with an infinitude of digits, or to mark the corresponding + points. What is meant is that if an infinite sequence of digits is + determined, a definite number and a definite point are thereby + determined. Thus $\sqrt{2}$ determines an infinite sequence of + digits, that is, it furnishes the law whereby the sequence can be + extended at will.} + +Conversely, given any point on the line, e.g., a point $P$, to the +right of $0$, there corresponds to it one and only one number. This +is evident since, in dividing the line according to a decimal scale, +either the point in question is one of the division-points, in which +case the number corresponding to the point is a terminating decimal, +or in case it is not a division-point we will have an infinite set of +division\correction{-}{ }points to the left of it, the point in question being the +leftmost right bound of the set. If now we pick out the rightmost +point of this left set in every division and note the corresponding +number, we have a set of numbers whose least upper bound corresponds +to the point $P$. +%-----File: 044.png---Folio 32------- + +The ordinary analytic geometry furnishes a scheme for setting all +pairs of real numbers into correspondence with all points of a plane, +and all triples of real numbers into correspondence with all points in +space. Indeed, it is upon this correspondence that the analytic +geometry is based. + +It should be noticed that the correspondence between numbers and +points on the line preserves order, that is, if we have three numbers, +$a$, $b$, $c$, so that $a < b < c$, then the corresponding points $A$, +$B$, $C$ are under the ordinary conventions so arranged that $B$ is to +the right of $A$, and $C$ to the right of $B$. + +It will be observed that we have not put this matter of the one-to-one +correspondence between points and numbers into the form of a +theorem. Rather than aiming at a rigorous demonstration from a body of +sharply stated axioms, we have attempted to place the subject-matter +before the reader in such a manner that he will understand on the one +hand the necessity, and on the other the grounds, for the hypothesis. + +\section{Segments and Intervals. Theorem of Borel.}\hypertarget{chIIsec2}{}%[2] + +\begin{definition}\index{Segment} +A \textit{segment} $\overline{a\ b}$ is the set of all numbers greater +than $a$ and less than $b$. It does not include its end-points $a$ and +$b$. An \index{Interval}\textit{interval} $\interval{a}{b}$ is the segment +$\overline{a\ b}$ together with $a$ and $b$. For a segment plus its +end point $a$ we use the notation $\linterval{a}{b}$, and when $a$ is +absent and $b$ present $\rinterval{a}{b}$. All these notations imply +that $a<b$.\footnote{% + The notation $\overline{a\ b}$, $\interval{a}{b}$, $\linterval{a}{b}$, etc., + to denote the presence or absence of end-points is due to + \textsc{G.~Peano}, \textit{Analisi Infinitisimali.} Torino, 1893.} +Sometimes we denote a segment or interval by a single letter. This is +done in case it is not important to designate a definite segment or +interval. + +The set of all numbers greater than $a$ is the \index{Segment!infinite}\index{Infinite segment}\textit{infinite +segment} $\overline{a\ \infty}$, and the set of all numbers less than +$a$ is the infinite segment $\overline{-\infty\ a}$. The infinite +segments $\overline{a\ \infty}$ and $\overline{-\infty\ a}$, together +with the point $a$, are respectively the infinite intervals +$\linterval{a}{\infty}$ and $\rinterval{-\infty}{a}$. +%-----File: 045.png---Folio 33------- +Unless otherwise specified the expressions \emph{segment} and +\emph{interval} will be understood to refer to segments and intervals +whose end-points are finite. + +By means of the one-to-one correspondence of numbers and points on a +line we define the length of a segment as follows: The length of a +segment $\overline{a\ b}$ with respect to the unit segment +$\overline{0\ 1}$ is the number $|a-b|$. This definition applies +equally to all segments whether they are commensurable or +\label{chIIp33}incommensurable with the unit segment. +\end{definition} +\begin{definition}\index{Covering of interval or segment} +A set of segments or intervals $[\sigma]$ \textit{covers} a +segment or interval $t$ if every point of $t$ is a point of some +$\sigma$. +\end{definition} + +On the interval $\interval{-1}{1}$ consider the set of points +$\left[\dfrac{1}{2^n}\right]$. The +\begin{figure}[!htbp]\label{fig02}\hypertarget{fig02}{} +\centering +\setlength{\unitlength}{0.06\textwidth} +\begin{picture}(16,2)(-8,-1) +\scriptsize +\put(-8,0){\line(1,0){16}} +\put(-8,0){\line(0,1){0.25}} +\put(0,0){\line(0,1){0.25}} +\put(1,0){\line(0,1){0.25}} +\put(2,0){\line(0,1){0.25}} +\put(4,0){\line(0,1){0.25}} +\put(8,0){\line(0,1){0.25}} +\put(-8,0.5){\makebox(0,0)[cc]{$-1$}} +\put(0,0.5){\makebox(0,0)[cc]{$0$}} +\put(1,0.5){\makebox(0,0)[cc]{$1/8$}} +\put(2,0.5){\makebox(0,0)[cc]{$1/4$}} +\put(4,0.5){\makebox(0,0)[cc]{$1/2$}} +\put(8,0.5){\makebox(0,0)[cc]{$1$}} +\normalsize +\put(0,-0.3){\makebox(0,0)[tc]{\sc Fig.~2}} +\end{picture} +\end{figure} +set of intervals $\interval{-1}{0}$, $\interval{\dfrac12}{1}$, +$\interval{\dfrac 14}{\dfrac 12}, \ldots$, +$\interval{\dfrac{1}{2^n}}{\dfrac{1}{2^{n-1}}},\ldots$ covers the interval +$\interval{-1}{1}$, +because every point of $\interval{-1}{1}$ is a point of one of the +intervals. On the other hand a set of segments $\overline{-1\ 0}$, +$\overline{\dfrac12\ 1},\ldots, \overline{\dfrac1{2^n}\ +\dfrac1{2^{n-1}}}$, etc., does not cover the interval because it does +not include the points $-1$, $1$, $\dfrac 12,\ldots$, +$\dfrac1{2^n},\ldots,$ or $0$. In order to obtain a set of segments +which does cover the interval, it is necessary to adjoin a set of +segments, no matter how small, such that one includes $-1$, one +includes $0$, one includes $1$, $\frac12$, $\frac14,\ldots$. + +The segment including $0$, no matter how small it is, must include an +infinitude of the points $\dfrac{1}{2^n}$, and there are only a finite +number of them which do not lie on that segment. It therefore follows +that in this enlarged set there is a subset of segments, +%-----File: 046.png---Folio 34------- +finite in number, which includes all the points of \correction{$\interval{-1}{1}$}{$-\interval{1}{1}$}. +This turns out to be a general theorem, namely, that if any set +of segments covers an interval, there is a finite subset of it which +also covers the interval. The example we have just given shows that +such a theorem is not true of the covering of an interval by a set of +intervals; furthermore, it is not true of the covering of a segment +either by a set of segments or by a set of intervals. + +\begin{theorem}[10\footnotemark]\footnotetext{% + This theorem is due to \textsc{E.~Borel}, Annales de l'{\'E}cole + Normale Sup{\'e}rieure, 3d~series, Vol.~12 (1895), p.~51. It is + frequently referred to as the \textsc{Heine-Borel} theorem, because + it is essentially involved in the proof of the theorem of uniform + continuity given by E.~Heine, \textit{Die Elemente der + Functionenlehre}, Crelle's Journal, Vol.~74 (1872), page~188.} +\hypertarget{thm10}{}If an interval $\interval{a}{b}$ is covered by any set $[\sigma]$ of +segments, it is covered by a finite number of segments +$\sigma_1,\ldots,\sigma_n$ of $[\sigma]$. +\end{theorem} + +\begin{proof} +It is evident that at least a part of $\interval{a}{b}$ +is covered by a finite number of $\sigma$'s; for example, if +$\sigma_0$ is the $\sigma$ or one of the $\sigma$'s which include $a$ +and if $b'$ is any point of $\rinterval{a}{b}$ which lies in +$\sigma_0$, then $\interval{a}{b'}$ is covered by $\sigma_0$. Let +$[b']$ be the set of all points of $\rinterval{a}{b}$, such that +$\interval{a}{b'}$ is covered by a finite number of $\sigma$'s. By +Theorem~\hyperlink{thm4}{4} $[b']$ has a least upper bound $B$. To complete our proof we +show (\textit{a}) that $B$ is in $[b']$, and (\textit{b}) that $B=b$. +\begin{enumerate} +\item[(\textit{a})] Let $\overline{a''\ b''}$ be a segment of +$[\sigma]$ including $B$. Since $B$ is the least upper bound of +$[b']$, there is a point of $[b']$, $b'$, between $a''$ and $B$. But +if $\sigma_1, \sigma_2, \ldots, \sigma_e,$ be the finite set of +segments covering the interval $\interval{a}{b'}$, this set together +with $\overline{a''\ b''}$ will cover $\interval{a}{B}$, which proves +that $B$ is a point of $[b']$. + +\item[(\textit{b})] If $B\neq b$, then $B<b$ and the set $\sigma_1$, +$\sigma_2$, $\ldots$, $\sigma_e$, together with $\overline{a''\ b''}$, +would cover an interval $\interval{a}{c}$, where $c$ is a point +between $B$ and $b''$; $c$ would therefore be a point of $[b']$, which +is contrary to the hypothesis that $B$ is an upper bound of $[b']$. +Hence $B=b$ and the theorem is proved. +\end{enumerate} +\end{proof} +%-----File: 047.png---Folio 35------- + +An immediate consequence of this theorem is the following, which may +be called the \index{Theorem of uniformity}\index{Uniformity}\emph{theorem of uniformity}. + +\begin{theorem}[11]\hypertarget{thm11}{} +If an interval $\interval{a}{b}$ is covered by a set of segments +$[\sigma]$, then $\interval{a}{b}$ may be divided into $N$ equal +intervals such that each interval is entirely within a $\sigma$. +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm10}{10} $\interval{a}{b}$ is covered by a finite set of +$\sigma$'s, $\sigma_1,\sigma_2,\ldots,\sigma_n$. The end points of +these $\sigma$'s, together with $a$ and $b$, are a finite set of +points. Let $d$ be the smallest distance between any two distinct +points of this set. Because of the overlapping of the $\sigma$'s, any +two points not in the same segment are separated by at least two end +points. Therefore any two points whose distance apart is less than $d$ +must lie on the same segment of +$\sigma_1,\sigma_2,\ldots,\sigma_n$. Now let $N$ be such that +$\dfrac{b-a}{N}<d$, then each interval of length $\dfrac{b-a}{N}$ is +contained in a $\sigma$. +\end{proof} +\begin{figure}[!htbp]\label{fig03}\hypertarget{fig03}{} +\setlength{\unitlength}{0.01\textwidth} +\centering +\begin{picture}(100,11)(-50,-4) +\scriptsize +\put(-50,0){\line(1,0){100}} +\put(-45,-1){\line(0,1){1}} +\put(-45,-2){\makebox(0,0)[tc]{$a$}} +\qbezier(-48,0)(-40,8)(-32,0) +\put(-40,7){\makebox(0,0)[tc]{$\sigma_1$}} +\qbezier(-36,0)(-27,8)(-18,0) +\put(-27,7){\makebox(0,0)[tc]{$\sigma_2$}} +\put(-18,-1){\line(0,1){1}} +\qbezier(-24,0)(-17,4)(-10,0) +\put(-17,7){\makebox(0,0)[tc]{$\sigma_3$}} +\put(-16,-1){\line(0,1){1}} +\put(-17,-2){\makebox(0,0)[tc]{$d$}} +\qbezier(-16,0)(-7,6)(2,0) +\put(-7,7){\makebox(0,0)[tc]{$\sigma_4$}} +\qbezier(-2,0)(7,9)(16,0) +\put(7,7){\makebox(0,0)[tc]{$\sigma_5$}} +\qbezier(12,0)(18,5)(24,0) +\put(18,7){\makebox(0,0)[tc]{$\sigma_6$}} +\qbezier(20,0)(27,5)(36,0) +\put(27,7){\makebox(0,0)[tc]{$\sigma_7$}} +\qbezier(30,0)(39,5)(48,0) +\put(39,7){\makebox(0,0)[tc]{$\sigma_8$}} +\put(45,-1){\line(0,1){1}} +\put(45,-2){\makebox(0,0)[tc]{$b$}} +\normalsize +\put(0,-4){\makebox(0,0)[tc]{\textsc{Fig.~3.}}} +\end{picture} +\end{figure} + +By this argument we have also proved the following: + +\begin{theorem}[12]\hypertarget{thm12}{} +If an interval $\interval{a}{b}$ is covered by a set of segments, then +there is a number $d$ such that for any two numbers $x_1$ and $x_2$ +such that $a\leqq x_1<x_2\leqq b$ and $|x_1-x_2|<d$, there is a +segment $\sigma$ of $[\sigma]$ which contains both $x_1$ and $x_2$. In +other words, any interval of length $d$ lies entirely within some +$\sigma$. +\end{theorem} + +The sense in which these are theorems of uniformity is the +following. Any point $x$ of $\interval{a}{b}$, being within a segment +$\sigma$, can be regarded as the middle point of an interval $i_x$ of +length $l_x$ which is entirely within some $\sigma$. The length $l_x$ +is in general different for different points, $x$. Our theorem states +that a value $l$ can be found which is effective as an $l_x$ for every +$x$, i.e., +%-----File: 048.png---Folio 36------- +\emph{uniformly over the interval $\interval{a}{b}$}. The distinction +here drawn is one of the most important in rigorous analysis. It was +first observed in connection with the theorem of uniform continuity; +see page~\pageref{t48p89}. + +The presence of both end points of $\interval{a}{b}$ is essential, as +is shown by the following example. $\rinterval{0}{1}$ is covered by +the segments +$\overline{\dfrac{1}{2}\ 2}$, +$\overline{\dfrac{1}{4}\ 1}$, +$\overline{\dfrac{1}{8}\ \dfrac{1}{2}}$, \ldots, +$\overline{\dfrac{1}{2^n}\ \dfrac{1}{2^{n-2}}}$, $\ldots$, +but as we take points nearer to 0, $l_x$ becomes smaller with the +lower bound $0$, and no $l$ can be found which is effective for all +points of $\rinterval{0}{1}$. When the end points are absent it is +possible, however, to modify the notion of covering, so that our +theorem remains true. This is sufficiently indicated by the following +theorem, which is an immediate consequence of Theorem~\hyperlink{thm10}{10}. + +\begin{theorem}[13]\hypertarget{thm13}{} +If on a segment $\overline{a\ b}$ there exists any set $[\sigma]$ of +segments such that +\begin{enumerate} +\item[\textnormal{(1)}]\hypertarget{item1p36}{} $[\sigma]$ includes a segment of which $a$ is an end point +and a segment of which $b$ is an end point. +\item[\textnormal{(2)}]\hypertarget{item2p36}{} Every point of the segment $\overline{a\ b}$ lies on one or +more of the segments of the set $[\sigma]$. +\end{enumerate} +Then among the segments of the set $[\sigma]$ there exists a finite +set of segments $\sigma_1$, $\sigma_2$, $\ldots$, $\sigma_n$ which +satisfies conditions \hyperlink{item1p36}{\textnormal{(1)}} and \hyperlink{item2p36}{\textnormal{(2)}}. +\end{theorem} + +The theorems which we have just proved can be generalized to space of +any number of dimensions. A planar generalization of a segment is a +parallelogram with sides parallel to the coordinate axes, the boundary +being excluded. The planar generalization of an interval is the same +with the boundary included. The theorem of \textsc{Borel} becomes: + +\begin{theorem}[14]\hypertarget{thm14}{} +If every point of the interior or boundary of a parallelogram $P$ is +interior to at least one parallelogram $p$ of a set of parallelograms +$[p]$, then every point of $P$ is interior to at least one +parallelogram of a finite subset $p_1\ldots p_n$ of $[p]$. +\end{theorem} + +\begin{proof} +Let $x=0$, $x=a>0$, $y=0$, $y=b>0$ determine the boundary of $P$. Let +$0\leqq y_1\leqq b$. Upon the interval $i$ of the line +%-----File: 049.png---Folio 37------- +$y=y_1$, cut off by $P$, those parallelograms of $[p]$ that include +points of $i$ as interior points determine a set of segments $[\pi]$ +such that every point of $i$ is an interior point of one of these +segments $\pi$. There is by Theorem~\hyperlink{thm10}{10} a finite subset of $[\pi]$, +$\pi_1$ $\ldots$ $\pi_n$, including every point of $i$, and therefore +a finite subset $p_1$ $\ldots$ $p_n$ of $[p]$, including as interior +points every point of $i$. Moreover, since the number of $p_1$ +$\ldots$ $p_n$ is finite, they include in their interior all the +points of a definite strip, e.g., the points between the lines +$y=y_1-e$ and $y=y_1+e$. +\begin{figure}[!htpb]\label{fig04}\hypertarget{fig04}{} +\centering +\setlength{\unitlength}{0.008\textwidth} +\begin{picture}(120,50)(-60,-25) +\scriptsize +\put(-50,-20){\line(0,1){40}} \put(40,-20){\line(0,1){40}} \put(-50,-20){\line(1,0){90}} \put(-50,20){\line(1,0){90}} +\put(-50,0){\line(1,0){97}} +\dashline{1}(-50,4)(47,4) +\dashline{1}(-50,-4)(47,-4) +\put(-56,-5){\line(0,1){9}} \put(-56,4){\line(1,0){16}} + \put(-56,-5){\line(1,0){16}} \put(-40,-5){\line(0,1){9}} +\put(-44,-7){\line(0,1){17}} \put(-44,10){\line(1,0){22}} + \put(-44,-7){\line(1,0){22}} \put(-22,-7){\line(0,1){17}} +\put(-30,-9){\line(0,1){16}} \put(-30,7){\line(1,0){19}} + \put(-30,-9){\line(1,0){19}} \put(-11,-9){\line(0,1){16}} +\put(-17,-4){\line(0,1){12}} \put(-17,8){\line(1,0){20}} + \put(-17,-4){\line(1,0){20}} \put(3,-4){\line(0,1){12}} +\put(-5,-5){\line(0,1){10}} \put(-5,5){\line(1,0){12}} + \put(-5,-5){\line(1,0){12}} \put(7,-5){\line(0,1){10}} +\put(6,-15){\line(0,1){30}} \put(6,15){\line(1,0){15}} + \put(6,-15){\line(1,0){15}} \put(21,-15){\line(0,1){30}} +\put(20,-9){\line(0,1){18}} \put(20,9){\line(1,0){25}} + \put(20,-9){\line(1,0){25}} \put(45,-9){\line(0,1){18}} +\put(-49,-21){\makebox(0,0)[tl]{$y=0$}} +\put(-49,19){\makebox(0,0)[tl]{$y=b$}} +\put(-54,-13){$x=0$} +\put(36,-13){$x=a$} +\put(48,4){$y_1+e$} +\put(48,0){$y_1$} +\put(48,-4){$y_1-e$} +\normalsize +\put(0,-22){\makebox(0,0)[tc]{\textsc{Fig.~4.}}} +\end{picture} +\end{figure} + +Thus for every $y_1$ $(0\leqq y_1\leqq b)$ we obtain a strip of the +parallelogram $P$ such that every point of its interior is interior to +one of a finite number of the parallelograms $[p]$. These strips +intersect the $y$-axis in a set of segments that include every point +of the interval $\interval{0}{b}$. There is therefore, by Theorem~\hyperlink{thm10}{10}, +a finite set of strips which includes every point in $P$. Since each +strip is included by a finite number of parallelograms $p$, the whole +parallelogram $P$ is included by a finite subset of $[p]$. +\end{proof} + +The generalization of Theorems \hyperlink{thm11}{11} and \hyperlink{thm12}{12} is left to the reader. + +\section{Limit Points. Theorem of Weierstrass.}\hypertarget{chIIsec3}{}%[3] + +\begin{definition} +A \emph{neighborhood} or \emph{vicinity}\index{Vicinity} of a point $a$ in a line (or +simply a line neighborhood of $a$) is a segment of this line such that +$a$ lies within the segment. We denote a line neighborhood +%-----File: 050.png---Folio 38------- +of a point $a$ by $V(a)$\index{Vofa@$V(a)$}. The symbol $V^*(a)$\index{Vstarofa@$V^*(a)$} denotes the set of all +points of $V(a)$ except $a$ itself. The symbols $V(\infty)$ and +$V^*(\infty)$ are both used to denote infinite segments $\overline{a\ ++\infty}$, and $V(-\infty)$ and $V^*(-\infty)$ to denote infinite +segments $\overline{-\infty\ a}$.\footnote{% +This notation is taken +from \textsc{Pierpont's} \textit{Theory of Functions of Real +Variables}. It is used here, however, with a meaning slightly +different from that of \textsc{Pierpont}.} + +\index{Neighborhood}A neighborhood of a point in a plane (or a plane neighborhood of a +point) is the interior of a parallelogram within which the point +lies. A neighborhood of a point $(a,b)$ is denoted by $V(a,b)$ if +$(a,b)$ is included and by $V^*(a,b)$ if $(a,b)$ is excluded. Instead +of the three linear vicinities $V(a)$, $V(\infty)$, and $V(-\infty)$ +we have the following nine in the case of the plane: + +\begin{figure}[!hbtp]\label{fig05}\hypertarget{fig05}{} +\centering +\includegraphics{images/fig05} +%\correction{$V(-\infty,-\infty)$}{$V(-\infty,\infty)$} +\end{figure} +%-----File: 051.png---Folio 39------- +\end{definition} + +It follows at once from a consideration of the scheme for setting the +points on the line into correspondence with all numbers that in every +neighborhood of a point there is a point whose corresponding number is +rational. + +\begin{definition}\index{Limit!point} +A point $a$ is said to be a \textit{limit point} of a set if there are +points of the set, other than $a$, in every neighborhood of $a$. In +case of a line neighborhood this says that there are points of the set +in every $V^*(a)$. In the planar case this is equivalent to saying +that $(a,b)$ is a limit point of the set $[x,y]$, either if for every +$V^*(a)$ and $V(b)$ there is an $(x,y)$ of which $x$ is in $V^*(a)$ +and $y$ in $V(b)$, or if for every $V(a)$ and $V^*(b)$ there is an +$(x,y)$ of which $x$ is in $V(a)$ and $y$ in $V^*(b)$. +\end{definition} + +Thus $0$ is a limit point of the set $\left[\tfrac{1}{2^k}\right]$, +where $k$ takes all positive integral values. In this case the limit +point is not a point of the set. On the other hand, in the set $1$, +$1-\frac12$, $1-\frac{1}{2^2}$,\ldots, $1-\frac{1}{2^k}$, $1$ is a +limit point of the set and also a point of the set. In this case $1$ +is the least upper bound of the set. In case of the set $1$, $2$, $3$, +the number $3$ is the least upper bound without being a limit +point. The fundamental theorem about limit points is the following +(due to \textsc{Weierstrass}): + +\begin{theorem}[15]\hypertarget{thm15}{} +Every infinite bounded set $[p]$ of points on a line has at least one +limit point. +\end{theorem} + +\begin{proof} +Since the set $[p]$ is bounded, every one of its points lies on a +certain interval $\interval{a}{b}$. If the set $[p]$ has no limit +point, then about every point of the interval $\interval{a}{b}$ there +is a segment $\sigma$ which contains not more than one point of the +set $[p]$. By Theorem~\hyperlink{thm10}{10} there is a finite set of the segments +$[\sigma]$ such that every point of $\interval{a}{b}$ and hence of +$[p]$ belongs to at least one of them, but each $\sigma$ contains at +most one point of the set $[p]$, whence $[p]$ is a finite set of +points. Since this is contrary to the hypothesis, the assumption that +there is no limit point is not tenable. +\end{proof} +%-----File: 052.png---Folio 40------- + +It is customary to say that a set which has no finite upper bound has +the upper bound \index{Infinity as a limit}$+\infty$, and that one which has no finite lower +bound has the lower bound $-\infty$. In these cases, since the set has +a point in every $V^*(+\infty)$ or in every $V^*(-\infty)$ $+\infty$ +and $-\infty$ are also called limit points. With these conventions the +theorem may be stated as follows: + +\begin{theorem}[16]\hypertarget{thm16}{} +Every infinite set of points has a limit point, finite or infinite. +\end{theorem} + +The theorem also generalizes in space of any number of dimensions. In +the planar case we have: + +\begin{theorem}[17]\hypertarget{thm17}{} +An infinite set of points lying entirely within a parallelogram has at +least one limit point. +\end{theorem} + +Theorem~\hyperlink{thm17}{17} is a corollary of the stronger theorem that follows: + +\begin{theorem}[18]\hypertarget{thm18}{} +If $[(x,y)]$ is any set of number pairs and if $a$ is a limit point of +the numbers $[x]$, there is a value of $b$, finite or $+\infty$ or +$-\infty$, such that for every $V^*(a)$ and $V(b)$ there is an $(x,y)$ +of which $x$ is in $V^*(a)$ and $y$ is in $V(b)$. +\end{theorem} + +\begin{proof} +Suppose there is no value $b$ finite or $+\infty$ or $-\infty$ such as +is required by the theorem. Since neither $+\infty$ nor $-\infty$ +possesses the property required of $b$, there is a $\overline{V^*}(a)$ +and a $V(\infty)$ and a $V(-\infty)$ such that for every pair $(x,y)$ +of $[(x,y)]$ whose $x$ lies in $\overline{V^*}(a)$ $y$ fails to lie in +either $V(\infty)$ or $V(-\infty)$. This means that there exists a +pair of numbers $M$ and $m$ such that for every $(x, y)$ whose $x$ is +in $\overline{V^*}(a)$ the $y$ satisfies the condition +$m<y<M$. Further, since there exists no $b$ such as is required by the +theorem, there is for every number $k$ on the interval $\interval{m}{M}$ +a $V(k)$ and a $V_k^*(a)$, such that for no $(x,y)$ is $x$ in +$V_k^*(a)$ and $y$ in $V(k)$. This set of segments $[V(k)]$ covers the +interval $\interval{m}{M}$, whence by Theorem~\hyperlink{thm10}{10} there is a finite +subset of $[V(k)]$, $V_1(k)$, $\ldots$, $V_n(k)$ which covers +$\interval{m}{M}$, and hence a finite set of corresponding +$V_k^*(a)$'s. Let $\overline{\overline{V^*}}(a)$ be a vicinity of $a$ +contained in every one of the finite set of $V_k^*(a)$'s and in +$\overline{V^*}(a)$. Hence if the $x$ of a pair $(x,y)$ is in +$\overline{\overline{V^*}}(a)$, its $y$ cannot lie in one +%-----File: 053.png---Folio 41------- +of the infinite segments $\overline{M\ \infty}$ and +$\overline{-\infty\ m}$, or in one of the finite segments $V_1(k)$, +$\ldots$, $V_n(k)$, i.e., no $y$ corresponds to this $x$, which is +contrary to the hypothesis. This argument covers the cases when $a$ is +$+\infty$ and when $a$ is $-\infty$. +\end{proof} + +We add the definitions of a few of the technical terms that are used +in point-set theory.\footnote{% + For bibliography and an exposition in English see + \textsc{W.~H.~Young} and \textsc{G.~C.~Young}, \textit{The Theory of + Sets of Points}. Cambridge, The University Press.} + +\begin{definition}\index{Closed set} +A set of points which includes all its limit points is called a +\emph{closed} set. + +A set of points every one of which is a limit point of the set is +called \index{Dense in itself}\emph{dense in itself}.\footnote{% + In German ``in sich dicht.''} + +A set of points which is both \emph{closed} and \emph{dense in itself} +is called \label{dp41}\index{Perfect set}\emph{perfect}. + +A set having no finite limit point is called \index{Discrete set}\emph{discrete}. +\end{definition} + +A segment not including its end points is an example of a set +\emph{dense in itself} but not \emph{closed}. If the end points are +added, the set is \emph{closed} and therefore \emph{perfect}. The set +of rational numbers is another case of a set \emph{dense in itself} +but not \emph{closed}. Any set containing only a finite number of +points is \emph{closed}, according to our definition. + +If every point of an interval $\interval{a}{b}$ is a limit point of a +set $[x]$, then $[x]$ is \index{Everywhere dense}\index{Dense}\emph{everywhere dense} on $\interval{a}{b}$. Such a set has a point between every two points of the +interval. A set which is everywhere dense on no interval is called +\index{Nowhere dense}\emph{nowhere dense}. All rational numbers between $0$ and $1$ form an +\emph{everywhere dense} set. + + +\section{Second Proof of Theorem~\protect\hyperlink{thm15}{15}.}%[4] + +To make the reader familiar with a style of argument which is +frequently used in proving theorems which in this book are made to +depend upon Theorems \hyperlink{thm10}{10} and \hyperlink{thm14}{14}, we adjoin the following lemma and base +upon it another proof of Theorem~\hyperlink{thm15}{15}. +%-----File: 054.png---Folio 42------- +\begin{lemma}\label{lp42}\emph{Hypothesis:} On a straight line there is an infinite +set of intervals $\interval{a_1}{b_1}$, $\interval{a_2}{b_2}$, +$\ldots$, $\interval{a_n}{b_n}$, $\ldots$ conditioned as +follows:\footnote{% + In particular the set of segments assumed in the hypothesis may be + obtained by dividing any given segment into a given number of equal + segments, then one of these segments into the same number of equal + segments and so on indefinitely. To show that the sequential + division into a number of equal segments gives a set of segments + satisfying the conditions of the hypothesis we have merely to show + that such division gives a segment less than any assigned segment + $\overline{a_e\ b_e}$. This is equivalent to the statement that for + every number $e$ there is an integer $n$, such that $\dfrac{1}{n}<e$ + a direct consequence of Theorem~\hyperlink{thm3}{3}. This involves the notion that no + constant infinitesimal exists. It may appear at first sight that a + proof of this statement is superfluous. The fact is, however, as was + first proved by \textsc{Veronese}, that the non-existence of + constant infinitesimals is not provable without some axiom such as + the continuity axiom or the so-called Archimedean Axiom.} +\begin{enumerate} + +\item[\textnormal{(1)}] Interval $\interval{a_2}{b_2}$ lies on interval +$\interval{a_1}{b_1}$, $\interval{a_3}{b_3}$ on $\interval{a_2}{b_2}$, +etc. In general $\interval{a_n}{b_n}$ lies on $\interval{a_{n-1}}{b_{n-1}}$. +(This does not exclude the case $a_k=a_{k+1}$.) + +\item[\textnormal{(2)}] For every \correction{length}{interval} $e>0$, however small, there is some $n$, +say $n_e$, such that $|b_{n_e}-a_{n_e}|< e$. +\end{enumerate} +\emph{Conclusion:} There is one and only one point $b$ which lies upon +every interval $\interval{a_n}{b_n}$. +\end{lemma} +\begin{proof} +Since the set of points $a_1\ldots a_n\ldots$ is bounded, we +have at once, by the postulate of continuity, that this set has a +leftmost right bound $\overline{B}_a$. Similarly, the set $b_1\ldots +b_n\ldots$ has a rightmost left bound $\underline{B}_b$. It follows at +once that $\overline{B}_a=\underline{B}_b$, for if not, we get either +an $a$ point to the right of $\overline{B}_a$, or a $b$ point to the +left of $\underline{B}_b$ when $n_e$ is so chosen that +$|b_{n_e}-a_{n_e}|< \overline{B}_a-\underline{B}_b$. +\end{proof} + +We now give another proof for Theorem~\hyperlink{thm11}{11}. Divide the interval +$\interval{a}{b}$ on which all points of $[p]$ lie into two equal +intervals. Then there is an infinite number of points $[p]$ on at +least one of these intervals which we call $\interval{a_1}{b_1}$. Divide this interval +%-----File: 055.png---Folio 43------- +into two equal parts and so on indefinitely, always selecting for +division an interval which contains an infinite number of points of +the set $[p]$. We thus obtain an infinite sequence of intervals +$\interval{a_1}{b_1}$, $\interval{a_2}{b_2}$, $\ldots$, +$\interval{a_n}{b_n} \ldots$ which satisfies the hypothesis of the +lemma. There is therefore a point $B$ which belongs to every one of +the intervals $\interval{a_1}{b_1}$, $\interval{a_2}{b_2}$, $\ldots$, +$\interval{a_n}{b_n} \ldots$, and therefore there is a point of the +set $[p]$ in every neighborhood of $B$. + +It should be noticed that the intervals in this sequence may be such +that all intervals after a certain one will have, say, the right +extremities in common. In this case the right extremity is the point +$B$. Such is the sequence, obtained by decimal division, representing +the number $2=1.99999 \ldots$. +%-----File: 056.png---Folio 44------- + + +\chapter{FUNCTIONS IN GENERAL\@. SPECIAL CLASSES OF FUNCTIONS.}\hypertarget{chapIII}{}%[III] + +\section{Definition of a Function.}\hypertarget{chIIIsec1}{}%[1] +\index{Function} +\begin{definition}\index{Constant} +A \emph{variable} is a symbol which represents any one of a set of +numbers. A \emph{constant} is a special case of a variable where the +set consists of but one number. +\end{definition} + +\begin{definition} +A variable $y$ is said to be a \index{Single-valued functions}\emph{single-valued function} of +another variable $x$ if to every value of $x$ there corresponds one +and only one value of $y$. The letter $x$ is called the +\emph{independent}\index{Variable!independent}\index{Independent variable} variable and $y$ the \emph{dependent}\index{Variable!dependent}\index{Dependent variable} +variable.\footnote{% + \protect\hypertarget{fn}{}This definition of function is the culmination of a long development + of the use of the word. The idea of function arose in connection + with coordinate geometry, \textsc{Ren\'e Descartes} using the word + as early as 1637. From this time to that of \textsc{Leibnitz} + ``function'' was used synonymously with the word ``power,'' such as + $x^2$, $x^3$, etc. + + \textsc{G.~W.~Leibnitz} regarded ``function'' as ``any expression + standing for certain lengths connected with a curve, such as + coordinates, tangents, radii of curvature, normals, etc.'' + + \textsc{Johann Bernoulli} (1718) defined ``function'' as ``an + expression made up of one variable and any constants whatever.'' + + \textsc{Leonard Euler} (1734) called the expression described by + \textsc{Bernoulli} an analytic function and introduced the notation + $f(x)$. \textsc{Euler} also distinguished between algebraic and + transcendental functions. He wrote the first treatise on ``The + Theory of Functions.'' + + The problem of vibrating strings led to the consideration of + trigonometric series. \textsc{J.~B.~Fourier} set the problem of + determining what kind of relations can be expressed by trigonometric + series. The possibility then under consideration that any relation + might be so expressed led \textsc{Lejeune Dirichlet} to state his + celebrated definition, which is the one given above. See the + Encyclop\"adie der mathematischen Wissenschaften, II~A.~1, pp.~3--5; + also \textsc{Ball}'s History of Mathematics, p.~378.} +\end{definition} + +\begin{definition}\index{Many-valued function} +A variable $y$ is said to be a many-valued function or multiple-valued +function of another variable $x$ if to every value of $x$ there +correspond one or more values of $y$. The class of multiple-valued +functions thus includes the class of single-valued +functions.\hyperlink{fn}{\footnotemark[1]} +\end{definition} +%-----File: 057.png---Folio 45------- + +It is sometimes convenient to think of special values taken by these +two variables as arranged in two tables, one table containing values +of the independent variable and the other containing the corresponding +values of the dependent variable. +\begin{center} +\begin{tabular}{r|l} + Independent Variable & Dependent Variable\\ + \hline + $x_1$ & $y_1$\\ + $x_2$ & $y_2$\\ + $\,\cdot\,$ & $\,\cdot\,$ \\ + $\,\cdot\,$ & $\,\cdot\,$\\ + $\,\cdot\,$ & $\,\cdot\,$\\ + $x_n$ & $y_n$ +\end{tabular} +\end{center} + +If $y$ is a single-valued function of $x$, one and only one value of +$y$ will appear in the table for each $x$. It is evident that +functionality is a reciprocal relation; that is, if $y$ is a function +of $x$, then $x$ is a function of $y$. It does not follow, however, +that if $y$ is a single-valued function of $x$, then $x$ is a +single-valued function of $y$, e.g., $y=x^2$. It is also to be noticed +that such tables cannot exhibit the functional relation completely +when the independent variable takes all values of the continuum, since +no table contains all such values. + +\begin{definition}\label{dp45} +That $y$ is a function of $x$ (and hence that $x$ is a function of +$y$) is expressed by the equation $y=f(x)$ or by $x=f^{-1}(y)$. If $y$ +and $x$ are connected by the equation $y=f(x)$, \index{Function!inverse}\index{Inverse function}$f^{-1}(y)$ is called +the inverse function of $f(x)$. +\end{definition} + +Thus $y=x^2$ has the inverse function $x=\pm\sqrt y$. In this case, +while the first function $y=x^2$ is defined for all real values of +$x$, the inverse function $x = \pm\sqrt y$ is defined only for +positive values of $y$. + +The independent variable may or may not take all values between any +two of its values. Thus $n!$ is a function of $n$ where $n$ takes only +integral values. $S_n$, the sum of the first +%-----File: 058.png---Folio 46------- +$n$ terms of a series, is a function of $n$ where $n$ takes only +integral values. Again, the amount of food consumed in a city is a +function of the number of people in the city, where the independent +variable takes on only integral values. Or the independent variable +may take on all values between any two of its values, as in the +formula for the distance fallen from rest by a body in time $t$, +$s=\dfrac{gt^2}{2}$. + +It follows from the correspondence between pairs of numbers and points +in a plane that the functional relation between two variables may be +represented by a set of points in a plane. The points are so taken +that while one of the two numbers which correspond to a point is a +value of the independent variable, the other number is the +corresponding value, or one of the corresponding values, of the +dependent variable. Such representations are called \index{Function!graph of}\index{Graph of a function}graphs of the +function. Cases in point where the function is single-valued are: the +hyperbola referred to its asymptotes as axes +$\left(y=\dfrac{1}{x}\right)$; a straight line not parallel to the $y$ +axis $(y=ax+b)$; or a broken line such that no line parallel to the +$y$ axis contains more than one of its points. In general, the graph +of a single-valued function with a single-valued inverse is a set of +points $[(x, y)]$ such that no two points have the same $x$ or the +same $y$. + +Following is a graph of a function where the independent variable does +not take all values between any two of its values. Consider $S_n$, +the sum of the first $n$ terms as a function of $n$ in the series +\[ + S = 1+\frac12+\frac{1}{2^2}+\ldots+\frac{1}{2^{n-1}}+\ldots. +\] + +The numbers on the $x$ axis are the values taken by the independent +variable, while the functional relation is represented by the points +within the small circles. Thus it is seen that the graph of this +function consists of a discrete set of points. (Fig.~\hyperlink{fig06}{6}.) +%-----File: 059.png---Folio 47------- + +The definition of a function here given is very general. It will +permit, for instance, a function such that for all rational values of +the independent variable the value of the function is unity, and for +irrational values of the independent variable the value of the +function is zero. + +\begin{figure}[!hbtp]\label{fig06}\hypertarget{fig06}{} +\centering +\setlength{\unitlength}{0.08\textwidth} +\begin{picture}(10,6)(0,-0.5) +\thicklines +\put(0,0){\line(1,0){10}} +\put(0,0){\line(0,1){5.5}} +\thinlines +\multiput(1,0)(1,0){5}{\line(0,1){3}} +\put(1,1.5){\circle{0.2}} +\put(2,2.25){\circle{0.2}} +\put(3,2.625){\circle{0.2}} +\put(4,2.8125){\circle{0.2}} +\put(5,2.90625){\circle{0.2}} +\dashline{0.1}(0,3)(6,3) +\put(10,0.25){\makebox(0,0)[br]{$x$}} +\put(0.25,5.5){\makebox(0,0)[tl]{$y$}} +\put(5,-0.25){\makebox(0,0)[tc]{\textsc{Fig.~6.}}} +\end{picture} +\end{figure} + +\section{Bounded Functions.}\hypertarget{chIIIsec2}{}%[2] + +Since the definition of function is so general there are few theorems +that apply to all functions. If the restriction that $f(x)$ shall be +bounded is introduced, we have at once a very important theorem. + +\begin{definition}\index{Bounds!upper and lower} +\index{Function!upper and lower bound of}\index{Upper bound!of a function}\index{Lower bound!of a function}A function, $f(x)$, has an \textit{upper bound for a set of values +$[x]$} of the independent variable if there exists a finite number $M$ +such that $f(x)<M$ for every value of $x$ in the set $[x]$. The +function has a lower bound $m$ if $f(x)>m$ for every value of $x$ in +$[x]$. A function which for a given set of values of $x$ has no \index{Infinity as a limit}finite +upper bound is said to be \index{Function!unbounded}\index{Unbounded function}unbounded on that set, or to have an upper +bound $+\infty$ on that set, and if it has +%-----File: 060.png---Folio 48------- +no lower bound on the set the function is said to have the lower bound +$-\infty$ on the set. +\end{definition} + +\begin{theorem}[19]\hypertarget{thm19}{} +If on an interval $\interval{a}{b}$ a function has an upper bound $M$, +then it has a least upper bound $\overline{B}$, and there is at least +one value of $x$, $x_1$ on $\interval{a}{b}$ such that the least upper +bound of the function on every neighborhood of $x_1$ contained in +$\interval{a}{b}$ is $\overline{B}$. +\end{theorem} + +\begin{proof} +(1) The set of values of the function $f(x)$ form a bounded set of +numbers. By Theorem~\hyperlink{thm4}{4} the set has a least upper bound $\overline{B}$. + +(2) Suppose there were no point $x_1$ on $\interval{a}{b}$ such that +the least upper bound on every neighborhood of $x_1$ contained in +\correction{$\interval{a}{b}$}{$\interval{a\text{---}}{!b}$} is +$\overline{B}$. Then for every $x$ of $\interval{a}{b}$ there would be +a segment $\sigma_x$ containing $x$ such that the least upper bound of +$f(x)$ for values of $x$ common to $\sigma_x$ and $\interval{a}{b}$ is +less than $\overline{B}$. The set $[\sigma_x]$ is infinite, but by +Theorem~\hyperlink{thm10}{10} there exists a finite subset $[\sigma_n]$ of the set +$[\sigma_x]$ covering $\interval{a}{b}$. Therefore, since the upper +bound of $f(x)$ is less than $\overline{B}$ on that part of every one +of these segments of $[\sigma_n]$ which lies on $\interval{a}{b}$, it +follows that the least upper bound of $f(x)$ on $\interval{a}{b}$ is +less than $\overline{B}$. Hence the hypothesis that no point $x_1$ +exists is not tenable, and there is a point $x_1$ such that the least +upper bound of the function on every one of its neighborhoods which +lies in $\interval{a}{b}$ is $\overline{B}$. +\end{proof} + +This argument applies to multiple-valued as well as to single-valued +functions. + +As an exercise the reader may repeat the above argument to prove the +following: + +\begin{corollary} +If on an interval $\interval{a}{b}$ a function has an upper bound +$+\infty$, then there is at least one value of $x$, $x_1$ on +$\interval{a}{b}$ such that in every neighborhood of $x_1$ the upper +bound of the function is $+\infty$. +\end{corollary} +%-----File: 061.png---Folio 49------- +\section{Monotonic Functions; Inverse Functions.}\hypertarget{chIIIsec3}{}%[3] + +\begin{definitions}\index{Decreasing function}\index{Function!monotonic!increasing}\index{Increasing function}\index{Function!monotonic!decreasing}\index{Monotonic function} +If a single-valued function $f(x)$ on an interval $\interval{a}{b}$ is +such that $f(x_1)<f(x_2)$ whenever $x_1<x_2$, the function is said to +be \emph{monotonic increasing} on that interval. If $f(x_1)> f(x_2)$ +whenever $x_1<x_2$, the function is said to be \emph{monotonic +decreasing}. +\begin{figure}[!htbp]\label{fig07}\hypertarget{fig07}{} +\centering +\setlength{\unitlength}{0.025\textwidth} +\begin{picture}(40,30)(0,-5) +\put(0,0){\line(1,0){40}} +\put(0,0){\line(0,1){25}} +\put(2,10){\line(3,4){10}} +\path(12,10)(17,14)(22,14)(27,24) +\path(23,10)(27,16)(29,14)(34,18)(35,12)(38,22) +\dashline{0.75}(29,14)(29,0) +\dashline{0.75}(35,12)(35,0) +\dashline{0.75}(31,15.6)(31,0) +\put(0,-1){\makebox(0,0)[tl]{$0$}} +\put(29,-1){\makebox(0,0)[tc]{$x_1$}} +\put(31,-1){\makebox(0,0)[tc]{$x_2$}} +\put(35,-1){\makebox(0,0)[tc]{$x_3$}} +\put(40,1){\makebox(0,0)[bc]{$x$}} +\put(1,25){\makebox(0,0)[tl]{$y$}} +\put(20,-2){\makebox(0,0)[tc]{\sc Fig.~7.}} +\end{picture} +\end{figure} + +If there exist three values of $x$ on the interval $\interval{a}{b}$, +$x_1$, $x_2$, and $x_3$ such that $f(x_2)>f(x_1)$ and $f(x_2)>f(x_3)$ +while $x_1<x_2<x_3$ or $f(x_2)<f(x_1)$ and $f(x_2)<f(x_3)$, while +$x_1<x_2<x_3$, the function is said to be \index{Oscillation of a function}\index{Function!oscillating}\textit{oscillating} on that +interval. A function which is \index{Non-oscillating function}not oscillating on an interval is called +\index{Function!non-oscillating}\textit{non-oscillating}. It should be noticed that a function is not +necessarily oscillating even if it is not monotonic. That is, it may +be constant on some parts of the interval. +\end{definitions} +The terms monotonic and oscillating are not convenient of application +to multiple-valued functions. Hence we restrict their use to +single-valued functions. + +\begin{definition} +A function $f(x)$ is said to have a finite number of oscillations on +an interval $\interval{a}{b}$ if there exists a finite +%-----File: 062.png---Folio 50------- +number of points $a=x_0$, $x_1$, $\ldots$, $x_n=b$, such that on each +interval $\interval{x_{k-1}}{x_k}$ ($k=1, 2, 3, \ldots, n$) $f(x)$ is +non-oscillating. It is evident that if a function has only a finite +number of oscillations on an interval $\interval{a}{b}$ and if there +is no subinterval of $\interval{a}{b}$ on which the function is +constant, then the interval $\interval{a}{b}$ may be subdivided into a +finite set of intervals on each of which the function is +monotonic. \index{Function!partitively monotonic}\index{Partitively monotonic}Such a function may be called \textit{partitively +monotonic} (Abteilungsweise monoton). +\end{definition} + +\begin{figure}[!hbtp]\label{fig08}\hypertarget{fig08}{} +\centering +\includegraphics{images/fig08} +\end{figure} + +The function $f(x) = \sin\dfrac{1}{x}$, for $x\neq0$, and $f(x)=0$, +for $x=0$, is an example of a function with an infinite number of +oscillations on +%-----File: 063.png---Folio 51------- +every neighborhood of a point. $f(x) =x \sin\dfrac{1}{x}$, for $x\neq +0$, $f(0)=0$, and $f(x) =x^2 \sin\dfrac{1}{x}$, for $x\neq 0$, +$f(0)=0$ have the above property and also are continuous (see +page~\pageref{dp61} for meaning of the term continuous function). + +\begin{figure}[!hbtp]\label{fig09}\hypertarget{fig09}{} +\centering +\includegraphics{images/fig09} +\end{figure} + +\label{oscillp51}There exist continuous functions which have an infinite +number of oscillations on every neighborhood of every point. The +first function of this type is probably the one discovered by +Weierstrass,\footnote{% + According to F.~Klein, this function was discovered by Weierstrass + in 1851. See \textsc{Klein}, \textit{Anwendung der Differential- + und Integralrechnung auf Geometrie}, p.~83 et seq. The function + was first published in a paper entitled \textit{Abhandlungen aus + der Functionenlehre}, \textsc{Du Bois Reymond}, \textit{Crelle's + Journal}, Vol.~79, p.~29 (1874).} +which is continuous over an interval and does not possess a derivative +at any point on this interval (see page~\pageref{nowherediffp150}). +%-----File: 064.png---Folio 52------- +Other functions of this type have been published by \textsc{Peano}, +\textsc{Moore}, and others.\footnote{% + \textsc{G.~Peano}, \textit{Sur une courbe, qui remplit toute une + aire plane, Mathematische Annalen}, Vol.~36, pp.~157--160 + (1890). \textsc{Cesaro}, \textit{Sur la repr\'esentation + analytique des r\'egions et des courbes qui les remplisent}, + \textit{Bulletin des Sciences Math\'ematiques}, 2d~Ser., Vol.~21, + pp.~257--267. \textsc{E.~H.~Moore}, \textit{On Certain Crinkly + Curves}. \textit{Transactions of the American Mathematical + Society,} Vol.~1, pp.~73--90 (1899). See also \textsc{Steinitz}, + \textit{Mathematische Annalen}, Vol.~52, pp.~58--69 (1899).} +These latter investigators have obtained the function in question in +connection with space-filling curves. + +\begin{theorem}[20]\hypertarget{thm20}{} +If $y$ is a monotonic function of $x$ on the interval $\interval{a}{b}$, with bounds $A$ and $B$, then in turn $x$ is a single-valued +monotonic function of $y$ on $\interval{A}{B}$, whose upper and lower +bounds are $b$ and $a$. +\end{theorem} + +\begin{figure}[!hbtp]\label{fig10}\hypertarget{fig10}{} +\centering +\includegraphics{images/fig10} +\end{figure} + +\begin{proof} +It follows from the monotonic character of $y$ as a function of $x$ +that for no two values of $x$ does $y$ have the same value. Hence for +every value of $y$ on $\interval{A}{B}$ there exists one and +%-----File: 065.png---Folio 53------- +only one value of $x$. That is, $x$ is a single-valued function of +$y$.\footnote{% + It is clear that the independent variable $y$ of the inverse + function may not take on all values of a continuum even if $x$ does + take on all such values.} +Moreover, it is clear that for any three values of $y$, $y_1$, $y_2$, +$y_3$, such that $y_2$ is between $y_1$ and $y_3$, the corresponding +values of $x$, $x_1$, $x_2$, $x_3$, are such that $x_2$ is between +$x_1$ and $x_3$, i.e., $x$ is a monotonic function of $y$, which +completes the proof of the theorem. +\end{proof} +\begin{corollary} +If a function $f(x)$ has a finite number $k$ of oscillations and is +constant on no interval, then its inverse is at most +$(k+1)$-valued. For example, the inverse of $y=x^2$ is double-valued. +\end{corollary} + +\section[Rational, Exponential, and Logarithmic Functions.]{Rational, Exponential, and Logarithmic Functions.}\hypertarget{chIIIsec4}{}%[4] +\label{s4p53} + +\begin{definitions} +The symbol $a^m$, where $m$ is a positive integer and $a$ any real +number whatever, means the product of $m$ factors $a$. This definition +gives a meaning to the symbol +\[ + y=a_mx^m + a_{m-1}x^{m-1} + \ldots + a_1x + a_0, +\] +where $a_0 \ldots a_m$ are any real numbers and $m$ any positive +integer. In this case $y$ is called a \index{Rational!integral functions}\index{Function!rational integral}rational integral function of +$x$ or a \index{Polynomial}polynomial in $x$.\footnote{% + The notion of polynomial finds its natural generalization in that of + a power series +\[ + y=c_0+c\cdot x+c_2\cdot x^2+ \ldots + c_nx^n+ \ldots +\] + + For conditions under which a series defines $y$ as a function of $x$ + see Chapter~\hyperlink{chapIV}{IV}, \hyperlink{chIVsec3}{\S~3}.} + +In case +\[ + y = \frac{a_mx^m + a_{m-1}x^{m-1} + \ldots + a_1\cdot x + a_0} + {b_nx^n + b_{n-1}x^{n-1} + \ldots + b_1\cdot x + b_0}, +\] +$m$ and $n$ being positive integers and $a_k$ ($k=0,\ldots m$) and +$b_l\ (l=0,\ldots n)$ being real numbers, $y$ is called a \index{Rational!functions}\index{Function!rational}rational +function of $x$. + +If\index{Algebraic!functions}\index{Function!algebraic} +\[ + y^n + y^{n-1}R_1(x) + y^{n-2}R_2(x) + \ldots + + yR_{n-1}(x) + R_n(x) = 0, +\] +where $R_1(x) \ldots R_n(x)$ are rational functions of $x$, then $y$ +is said to +%-----File: 066.png---Folio 54------- +be an algebraic function of $x$. Any function which is not algebraic +is \index{Transcendental!functions}\index{Function!transcendental}transcendental. +\end{definitions} +The symbol $a^x$, where $x=\dfrac{m}{n}$, $m$ and $n$ being positive +integers and $a$ any positive real number, is defined to be the $n$th +root of the $m$th power of $a$. By elementary algebra it is easily +shown that +\[ + a^{x_1} \cdot a^{x_2} = a^{x_1+x_2} \quad\text{and}\quad + (a^{x_1})^{x_2} = a^{x_1 \cdot x_2}. +\] + +If +\[ + y=a^x, +\] +then $y$ is an \index{Exponential function}\index{Function!exponential}\textit{exponential} function of $x$. At present this +function is defined only for rational values of $x$. + +\begin{figure}[!hbtp]\label{fig11}\hypertarget{fig11}{} +\centering +\includegraphics{images/fig11} +\end{figure} + +\begin{theorem}[21]\hypertarget{thm21}{} +The function $a^x$ for $x$ on the set $\left[ \dfrac{m}{n} \right]$ is +a monotonic increasing function if $1<a$, and a monotonic decreasing +function if $0<a<1$. +\end{theorem} + +\begin{proof}\begin{enumerate} +\item[(\textit{a})]For integral values of $x$ the theorem is obvious. +\item[(\textit{b})] If $x_1=\dfrac{m_1}{n_1}$ and +$x_2=\dfrac{m_2}{n_1}$, where $\dfrac{m_2}{n_1} > \dfrac{m_1}{n_1}$, +then +%-----File: 067.png---Folio 55------- +$a^{x_1}<a^{x_2}$ if $a>1$ and $a^{x_1}>a^{x_2}$ if $a<1$. The proof +of this follows at once from case ($a$), since +$a^\frac{m_1}{n_1}=\left(a^\frac{1}{n_1}\right)^{m_1}$ (by definition +and elementary algebra) and +$a^\frac{m_2}{n_1}=\left({a^\frac{1}{n_1}}\right)^{m_2}$. +\item[(\textit{c})] If $x_1=\dfrac{m_1}{n_1}$ and +$x_2=\dfrac{m_2}{n_2}$, where $\dfrac{m_1}{n_1}<\dfrac{m_2}{n_2}$, we +have $a^\frac{m_1}{n_1}=a^\frac{m_1{\cdot}n_2}{n_1{\cdot}n_2}$ and +$a^\frac{m_2}{n_2}=a^\frac{m_2{\cdot}n_1}{n_2{\cdot}n_1}$, where +$m_1{\cdot}n_2\text{\correction{$<$}{$>$}}m_2{\cdot}n_1$, which reduces case (\emph{c}) to case +(\emph{b}).\qedhere +\end{enumerate} +\end{proof} + +This theorem makes it natural to define $a^x$, where $a>1$ and $x$ is +a positive irrational number, as the least upper bound of all numbers +of the form $\left[a^\frac mn\right]$, where \correction{$\left[\dfrac{m}{n}\right]$}{$\dfrac{m}{n}$} is the set +of all positive rational numbers less than $x$, i.e., $a^x = +\overline{B}\left[a^\frac mn\right]$. It is, however, equally natural +to define $a^x$ as $\underline{B}\left[a^\frac pq\right]$, where +$\left[\dfrac{p}{q}\right]$ is the set of all rational numbers greater +than $x$. We shall prove that the two definitions are equivalent. + +\begin{lemma} +If $[x]$ is the set of all positive rational numbers, then +\begin{align*} + \underline{B}[a^x]&=1 \qquad \text{if } a>1\\ +\intertext{and} + \overline{B}[a^x]&=1 \qquad \text{if } a<1. +\end{align*} +\end{lemma} +\begin{proof} +We prove the lemma only for the case $a>1$, the argument in the other +case being similar. If $x$ is any positive rational number, +$\dfrac{m}{n}$, then the number $\dfrac{1}{n}$ is less than or equal +to $x$, and since $a^x$ is a monotonic function, $a^\frac1n +\qqle a^\frac mn$. But $\left[\dfrac{1}{n}\right]$ is a +subset of $\left[\dfrac{1}{n}\right]$. Hence +\[ + \underline{B}[a^x]=\underline{B}\left[a^\frac1n\right], +\] +where $[n]$ is the set of all positive integers. +\end{proof} +%-----File: 068.png---Folio 56------- + +If $\underline{B}\left[ a^{\frac1n} \right]$ were less than $1$, then +there would be a value, $n_1$, of $n$ such that +$a^{\frac{1}{n_1}}<1$. This implies that $a<1$, which is contrary to +the hypothesis. On the other hand, if +$\underline{B}\left[a^{\frac1n}\right] > 1$, there is a number of the +form $1+e$, where $e>0$, such that $1+e<a^{\frac1n}$ for every +$n$. Hence $(1 +e)^n<a$ for every $n$, but by the binomial theorem for +integral exponents +\[ + (1+e)^n>1+ne, +\] +and the latter expression is clearly greater than $a$ if +\[ + n>\frac ae. +\] + +Since $\underline{B}\left[a^{\frac1n}\right]$ cannot be either greater +or less than $1$, +\[ + \underline{B}\left[a^{\frac1n}\right] = 1. +\] + +\begin{theorem}[22]\hypertarget{thm22}{} +If $x$ is any real number, and $\left[ \dfrac{m}{n} \right]$ the set +of all rational numbers less than $x$, and $\left[\dfrac{p}{q}\right]$ +the set of all rational numbers greater than $x$, then +\begin{align*} + \overline{B}\left[a^{\frac{m\vphantom{p}}{n}}\right] + &= \underline{B}\left[a^{\frac pq}\right] + &&\text{if $a>1$,} +\\ + \underline{B}\left[a^{\frac{m\vphantom{p}}{n}}\right] + &= \overline{B}\left[a^{\frac pq}\right] + &&\text{if $0<a<1$.} +\end{align*} +\end{theorem} + +\begin{proof} +We give the detailed proof only in the case $a>1$, the other case +being similar. By the lemma, since +$\underline{B}\left[\frac{p}{q}-\frac{m}{n}\right]$ is zero, +\[ + \underline{B}\left[ a^{\frac pq}-\text{\correction{$a^{\frac mn}$}{$a^m_n$}}\right] + = \underline{B}\left[ + a^\frac pq \left(1-a^{\frac mn-\frac pq} \right) \right] +\] +is also zero. Now if +\[ + \overline{B}\left[a^{\frac{m\vphantom{p}}{n}}\right] \neq + \underline{B}\left[a^{\frac pq}\right], +\] +%-----File: 069.png---Folio 57------- +since $a^{\frac pq}$ is always greater than $a^\frac mn$, +\[ + \underline{B}\left[a^\frac pq\right]- + \overline{B}\left[a^\frac{m\vphantom{p}}{n}\right] = \varepsilon > 0. +\] + +But from this it would follow that +\[ + a^\frac pq-a^\frac mn +\] +is at least as great as $\varepsilon$, whereas we have proved that +\[ + \underline{B}\left[a^\frac pq-a^\frac mn \right] = 0.\\ +\] +Hence +\[ + \overline{B}\left[a^\frac{m\vphantom{p}}{n}\right] = + \underline{B}\left[a^\frac pq\right] +\] +if $a>1$. +\end{proof} + +\begin{definition}\label{dp57}In case $x$ is a positive irrational number, +and $\left[\dfrac{p}{q}\right]$ is the set of all rational numbers +greater than $x$, and $\left[\dfrac{m}{n}\right]$ is the set of all +rational numbers less than $x$, then +\begin{alignat*}{2} + a^x &= \underline{B}\left[a^\frac pq\right] = + \overline{B}\left[a^\frac{m\vphantom{p}}{n}\right]&\qquad&\text{if $a> 1$}\\ +\intertext{and} + a^x &= \overline{B}\left[a^\frac pq\right] = + \underline{B}\left[a^\frac{m\vphantom{p}}{n}\right]&&\text{if $0<a<1$.} +\end{alignat*} +Further, if $x$ is any negative real number, then +\[ + a^x = \frac{1}{a^{-x}} \quad\text{and}\quad a^0=1. +\] +\end{definition} + +\begin{theorem}[23]\hypertarget{thm23}{} +The function $a^x$ is a monotonic increasing function of $x$ if $a>1$, +and a monotonic decreasing function if $0<a<1$. In both cases its +upper bound is $+\infty$ and its lower bound is zero, the function +taking all values between these bounds; further, +\[ + a^{x_1}\cdot a^{x_2}=a^{x_1+x_2} \quad\text{and}\quad + (a^{x_1})^{x_2}=a^{x_1\cdot x_2}. +\] +\end{theorem} + +The proof of this theorem is left as an exercise for the reader. The +proof is partly contained in the preceding theorems and +%-----File: 070.png---Folio 58------- +involves the same kind of argument about upper and lower bounds that +is used in proving them. + +\begin{definition}\index{Logarithms} +The \textit{logarithm} of $x$ ($x>0$) to the \textit{base} $a$ ($a>0$) +is a number $y$ such that $a^y=x$, or $a^{\log_a x}=x$. That is, the +function $\log_a x$ is the inverse of $a^x$. The identity +\begin{align*} + a^{x_1} \cdot a^{x_2} &= a^{x_1 + x_2}\\ +\intertext{gives at once} +\log_a x_1 + \log_a x_2 &= \log_a (x_1 \cdot x_2), +\end{align*} +and +\[ + (a^{x_1})^{x_2}=a^{x_1 \cdot x_2}\quad\text{gives}\quad + x_1\cdot \log_a x_2 = \log_a x_2^{x_1}. +\] +\end{definition} + +By means of Theorem~\hyperlink{thm20}{20}, the logarithm $\log_a x$, being the inverse of +a monotonic function, is also a monotonic function, increasing if $1 < +a$ and decreasing if $0<a<1$. Further, the function has the upper +bound $+\infty$ and the lower bound $-\infty$, and takes on all real +values as $x$ varies from $0$ to $+\infty$. Thus it follows that for +$x<a$, $1<b$, +\[ + \overline{B}(\log_b x) = \log_b a = \log_b(\overline{B}x). +\] +By means of this relation it is easy to show that the function +\[ + x^a,\quad (x>0) +\] +is monotonic increasing for all values of $a$, $a>0$, that its lower +bound is zero and its upper bound is $+\infty$, and that it takes on +all values between these bounds. + +The proof of these statements is left to the reader. The general type +of the argument required is exemplified in the following, by means of +which we infer some of the properties of the function $x^x$. + +If $x_1<x_2$, then +\begin{align*} + \log_2x_1&<\log_2x_2,\\ +\intertext{and} + x_1 \cdot \log_2 x_1 &< x_2 \cdot \log_2 x_2,\\ +\intertext{and} + \log_2 x_1^{x_1} &< \log_2 x_2^{x_2}.\\ +\therefore x_1^{x_1} &< x_2^{x_2}. +\end{align*} +%-----File: 071.png---Folio 59------- + +Hence $x^x$, $(x>0)$ is a monotonic increasing function of $x$. Since +the upper bound of $x\cdot\log_2x=\log_2x^x$ is $+\infty$, the upper +bound of $x^x$ is $+\infty$. The lower bound of $x^x$ is not negative, +since $x>0$, and must not be greater than the lower bound of $2^x$, +since if $x<2$, $x^x<2^x$; since the lower bound of $2^x$ is +zero\footnote{% + The lower bound of $a^x$ is zero by Theorem~\hyperlink{thm23}{23}.} +the lower bound of $x^x$ must also be zero. + +Further theorems about these functions are to be found on pages +\pageref{logp64}, \pageref{logp81}, \pageref{s4p97}, \pageref{p123}, +and \pageref{t101p160}. +%-----File: 072.png---Folio 60------- + + + +\chapter{THEORY OF LIMITS.}\hypertarget{chapIV}{}%[IV] + +\section{Definitions. Limits of Monotonic Functions.}\hypertarget{chIVsec1}{}%[1] + +\begin{definition} +If a point $a$ is a limit point of a set of values taken by a variable +$x$, the variable is said \emph{to approach $a$ upon} the set; we +denote this by the symbol $x\doteq a$. $a$ may be finite or $+\infty$ +or $-\infty$. +\end{definition} + +In particular the variable may approach $a$ from the left or from the +right, or in the case where $a$ is finite, the variable may take +values on each side of the limit point. Even when the variable takes +all values in some neighborhood on each side of the limit point it may +be important to consider it first as taking the values on one side and +then those on the other. + +\begin{definition}\index{Function!limit of}\index{Limit!of a function} +A value $b$ ($b$ may be \index{Infinity as a limit}$+\infty$ or $-\infty$ or a finite number) is +a \emph{value approached}\index{Value approached by!a function}\index{Function!value approached by} by $f(x)$ as $x$ approaches\index{Value approached by!the independent variable} $a$ if for every +$V^*(a)$ and $V(b)$ there is at least one value of $x$ such that $x$ +is in $V^*(a)$ and $f(x)$ in $V(b)$. Under these conditions $f(x)$ is +also said to approach $b$ as $x$ approaches $a$. +\end{definition} + +\begin{definition}\index{Convergence!to a limit} +If $b$ is the only value approached as $x$ approaches $a$, then $b$ is +called \emph{the limit of $f(x)$} as $x$ approaches $a$. This is also +indicated by the phrase ``\emph{$f(x)$ converges to a unique limit +$b$} as $x$ approaches $a$,'' or \index{Approach to a limit}``\emph{$f(x)$ approaches $b$ as a +limit},'' or by the notation +\[ + \mathop{L}_{\text{\correction{$x\doteq a$}{$x=a$}}} f(x)=b. +\] +\end{definition} + +The function $f(x)$ is sometimes referred to as the \index{Limitand function}\emph{limitand}. +The set of values taken by $x$ is sometimes indicated by the symbol +for a limit, as, for example, +%-----File: 073.png---Folio 61------- +\begin{align*} + \mathop{L}_{\substack{x>a \\x\doteq a}} f(x)=b &&\text{or} +&&\mathop{L}_{\substack{x<a \\x\doteq a}} f(x)=b &&\text{or} +&&\mathop{L}_{\substack{x|[x]\\x\doteq a}} f(x)=b. & +\end{align*} +The first means that $x$ approaches $a$ from the right, the second +that $x$ approaches $a$ from the left, and the third indicates that +the approach is over some set $[x]$ otherwise defined. + +\begin{definition}\label{dp61}\index{Function!continuity of!at a point}\index{Continuity!at a point}\index{Continuous!function} +If $f(x)$ is single-valued and converges to a finite limit as $x$ +approaches $a$ and +\[ + \mathop{L}_{x\doteq a} f(x)=f(a), +\] +then $f(x)$ is said to be \emph{continuous} at $x=a$. +\end{definition} + +By reference to \hyperlink{chIIsec3}{\S~3}, Chapter~\hyperlink{chapII}{II}, the reader will see that if $b$ is a +value approached by $f(x)$ as $x$ approaches $a$, then $(a, b)$ is a +limit point of the set of points $(x, f(x))$. Theorem~\hyperlink{thm18}{18} therefore +translates into the following important statement: + +\begin{theorem}[24]\hypertarget{thm24}{} +If $f(x)$ is any function defined for any set $[x]$ of which $a$ is a +(finite or $+\infty$ or $-\infty$) limit point, then there is at least +one value (finite or $+\infty$ or $-\infty$) approached by $f(x)$ as +$x$ approaches $a$. +\end{theorem} + +\begin{corollary} +If $f(x)$ is a bounded function, the values approached by $f(x)$ are +all finite. +\end{corollary} + +In the light of this theorem we see that the existence of +\[ + \mathop{L}_{x\doteq a} f(x) +\] +simply means that $f(x)$ approaches only one value, while the +non-existence of +\[ + \mathop{L}_{x\doteq a} f(x) +\] +means that $f(x)$ approaches at least two values as $x$ approaches +$a$. + +In case $f(x)$ is monotonic (and hence single-valued), or more +generally if $f(x)$ is a non-oscillating function, these ideas are +particularly simple. We have in fact the theorem: + +\begin{theorem}[25]\hypertarget{thm25}{} +If $f(x)$ is a non-oscillating function for a set of values $[x] < a$, +$a$ being a limit point of $[x]$, then as $x$ approaches $a$ +%-----File: 074.png---Folio 62------- +from the left on the set $[x]$, $f(x)$ approaches one and only one +value $b$, and if $f(x)$ is an increasing function, +\[ + b=\overline{B}f(x) +\] +for $x$ on $[x]$, whereas if $f(x)$ is a decreasing function, +\[ + b=\underline{B}f(x) +\] +for $x$ on $[x]$. +\end{theorem} + +\begin{proof} +Consider an increasing non-oscillating function and let +\[ + b=\overline{B}f(x) +\] +for $x$ on $[x]$. + +In view of the preceding theorem we need to prove only that no value +$b'\neq b$ can be a value approached. Suppose $b'>b$; then since +$\overline{B}f(x) =b$, there would be no value of $f(x)$ between $b$ +and $b'$, that is, there would be a $V(b')$ which could contain no +value of $f(x)$, whence $b'>b$ is not a value approached. Suppose +$b'<b$. Then take $b'<b''<b$, and since $\overline{B}f(x)=b$, there +would be a value $x_1$ of $[x]$ such that $f(x_1)>b''$. If $x_1<x<a$, +then $b''<f(x_1)\leqq f(x)$, because $f(x)$ cannot decrease as $x$ +increases. This defines a $V^*(a)$ and a $V(b')$ such that if $x$ is +in $V^*(a)$, $f(x)$ cannot be in $V(b')$. Hence $b'<b$ is not a value +approached. A like argument applies if $f(x)$ is a decreasing +function, and of course the same theorem holds if $x$ approaches $a$ +from the right. +\end{proof} + +It does not follow that\index{Discontinuity} +\[ + \mathop{L}_{\substack{x<a\\x\doteq a}} f(x) += \mathop{L}_{\substack{x>a\\x\doteq a}} f(x), +\] +nor that either of these limits is equal to $f(a)$. A case in point is +the following: Let the temperature of a cooling body of water be the +independent variable, and the amount of heat given out in cooling from +a certain fixed temperature be the dependent variable. When the water +reaches the freezing-point +%-----File: 075.png---Folio 63------- +a great amount of heat is given off without any change in +temperature. If the zero temperature is approached from below, the +function approaches a definite limit point $k$, and if the temperature +approaches zero from above, the function +\begin{figure}[!htbp]\label{fig12}\hypertarget{fig12}{} +\centering +\setlength{\unitlength}{0.05\textwidth} +\begin{picture}(10,10)(0,-1) +\put(0,0){\line(1,0){10}} +\put(0,0){\line(0,1){9}} +\path(1,2)(4,5)(4,7)(8,9) +\put(5,-0.5){\makebox(0,0)[tc]{\sc Fig.~12}} +\put(0,9){\makebox(0,0)[tl]{Heat}} +\put(8,0){\makebox(0,0)[bc]{Temp.}} +\end{picture} +\end{figure} +approaches an entirely different point $k'$. \index{Discontinuity}This function, however, +is multiple-valued at the zero point. A case where the limit fails to +exist is the following: The function $y=\sin\ 1/x$; (see Fig.~\hyperlink{fig08}{8}, +page~\pageref{fig08}) approaches an infinite number of values as x approaches zero. The value of the function will be alternately $1$ and $-1$, as +$x=\dfrac{2}{\pi}$, $\dfrac{2}{3\pi}$, $\dfrac{2}{5\pi}$ etc., and for +all values of $x$ between any two of these the function will take all +values between $1$ and $-1$. Clearly every value between $1$ and $-1$ +is a value approached as $x$ approaches zero. In like manner +%-----File: 076.png---Folio 64------- +$y = \dfrac{1}{x}\sin\dfrac{1}{x}$ approaches all values between and +including $+\infty$ and $-\infty$, cf.\ Fig.~\hyperlink{fig13}{13}. + +\begin{figure}[!hbtp]\label{fig13}\hypertarget{fig13}{} +\centering +\includegraphics{images/fig13} +\end{figure} + +The functions $a^x$, $\log_a x$\label{logp64}, $x^a$ defined in \hyperlink{chIIIsec4}{\S~4} +of the \hyperlink{chapIII}{last chapter} are all monotonic and all satisfy the condition +that +\[ + \mathop{L}_{\substack{x>a\\x\doteq a}}f(x) + = f(a) = \mathop{L}_{\substack{x<a\\x\doteq a}}f(x) +\] +at all points where the functions are defined. These functions are +therefore all continuous. +%-----File: 077.png---Folio 65------- + + +\section{The Existence of Limits.}\hypertarget{chIVsec2}{}%[2] + +\begin{theorem}[26]\hypertarget{thm26}{} +A \index{Necessary and sufficient condition}necessary and sufficient condition\footnote{% + This means: + \begin{enumerate} + \item[(\textit{a})] If $\displaystyle\mathop{L}_{x \doteq a} f(x) = b$, then for + every $V(b)$ there exists a $V^*(a)$, as specified by the theorem. + \item[(\textit{b})] If for every $V(b)$ there exists a $V^*(a)$ as specified, + then $\displaystyle\mathop{L}_{x \doteq a} f(x) = b$. + \end{enumerate} + + A condition is necessary for a certain conclusion if it can be deduced + from that conclusion; a condition sufficient for a conclusion is one + from which the conclusion can be deduced. A man sufficient for a task + is a man who can perform the task, while a man necessary for the task + is such that the task cannot be performed without him.} +that $f(x)$ shall converge to a unique limit $b$ as $x$ approaches +$a$, i.e., that +\[ + \mathop{L}_{x \doteq a} f(x) = b, +\] +is that for every $V(b)$ there shall exist a $V^*(a)$ such that for +every $x$ in $V^*(a)$, $f(x)$ is in $V(b)$. +\end{theorem} + +\begin{proof} +(1) \textit{The condition is necessary.} It is to be proved that if +$\displaystyle\mathop{L}_{x \doteq a} f(x) = b$, then for every $V(b)$ there exists +a $V^*(a)$ such that for every $x$ in $V^*(a)$ the corresponding +$f(x)$ is in $V(b)$. If this conclusion did not follow, then for some +$V(b)$ every $V^*(a)$ would contain at least one $x'$ such that +$f(x')$ is not in $V(b)$. There is thus defined a set of points +$[x']$ of which $a$ is a limit point. By Theorem~\hyperlink{thm20}{20} $f(x)$ would +approach at least one value $b'$ as $x$ approaches $a$ on the set +$[x']$. But by the definition of $[x']$, $b'$ is distinct from +$b$. Hence the hypothesis would be contradicted. + +(2) \textit{The condition is sufficient.} We need only to show that if +for every $V(b)$ there exists a $V^*(a)$ such that for every $x$ in +$V^*(a)$ the corresponding $f(x)$ is in $V(b)$, then $f(x)$ can +approach no other value than $b$. If $b' \ne b$, then there exists a +$\overline V(b')$ and a $\overline V(b)$ which have no point in +common. Now if $\overline V^*(a)$ is such that for every $x$ of +$\overline V^*(a)$, $f(x)$ is in $\overline V(b)$, then +%-----File: 078.png---Folio 66------- +for no such $x$ is $f(x)$ in $\overline{V}(b')$ and hence $b'$ is not +a value approached. +\end{proof} + +The reader should observe that this proof applies also to +multiple-valued functions, although worded to fit the single-valued +case. It is worthy of note that in case $b$ is a finite number, our +theorem becomes: + +\textit{A necessary and sufficient condition that} +\[ + \mathop{L}_{x \doteq a} f(x) = b +\] +\textit{is that for every $\varepsilon>0$ there exists a +${V_\varepsilon}^*(a)$ such that for every $x$ in +${V_\varepsilon}^*(a)$, $|f(x)-b|< \varepsilon$.} + +In case $a$ also is finite, the condition may be stated in a form +which is frequently used as the definition of a limit, namely: + +\textit{$\displaystyle\mathop{L}_{x \doteq a} f(x) =b$ means that for +every $\varepsilon>0$ there exists a $\delta_\varepsilon >0$ such that +if $|x-a|< \delta_\varepsilon$ and $x\neq a$, then $|f(x)-b|< +\varepsilon$.}\footnote{% + The $\varepsilon$ subscript to $\delta_\varepsilon$ or to + ${V_\varepsilon}^*(a)$ denotes that $\delta_\varepsilon$ or + ${V_\varepsilon}^*(a)$ is a function of $\varepsilon$. It is to be + noted that inasmuch as any number less than $\delta_\varepsilon$ is + effective as $\delta_\varepsilon$, $\delta_\varepsilon$ is a + multiple-valued function of $\varepsilon$.} + +\begin{theorem}[27]\hypertarget{thm27}{} +A necessary and sufficient condition that $f(x)$ shall converge to a +finite limit as $x$ approaches $a$ is that for every $\varepsilon>0$ +there shall exist a ${V_\varepsilon}^*(a)$ such that if $x_1$ and +$x_2$ are any two values of $x$ in ${V_\varepsilon}^*(a)$, then +\[ + |f(x_1)-f(x_2)|< \varepsilon. +\] +\end{theorem} + +\begin{proof} +(1) \textit{The condition is necessary.} If $\displaystyle\mathop{L}_{x\doteq a} +f(x)=b$ and $b$ is finite, then by the preceding theorem for every +$\frac{\varepsilon}{2}>0$ there exists a $V^*(a)$ such that if $x_1$ +and $x_2$ are in $V^*(a)$, then +\begin{align*} + |f(x_1)-b|&< \frac\varepsilon2 \\ +\intertext{and} + |f(x_2)-b|&< \frac\varepsilon2, +\end{align*} +from which it follows that +\[ + |f(x_1)-f(x_2)|< \varepsilon. +\] +%-----File: 079.png---Folio 67------- + +(2) \textit{The condition is sufficient.} If the condition is +satisfied, there exists a $\overline{V^*}(a)$ upon which the +function $f(x)$ is bounded. +For let $\overline{\varepsilon}$ be some fixed number. By +hypothesis there exists a $\overline{V^*}(a)$ such that if $x$ and +$x_0$ are on $\overline{V^*}(a)$, then +\[ + |f(x)-f(x_0)|< \overline{\varepsilon}. +\] +Taking $x_0$ as a fixed number, we have that +\[ + f(x_0)-\overline{\varepsilon} < f(x) < f(x_0) + + \overline{\varepsilon} +\] +for every $x$ on $\overline{V^*}(a)$. Hence there is at least one +\textit{finite} value, $b$, approached by $f(x)$. Now for every +$\varepsilon>0$ there exists a $V_\varepsilon^*(a)$ such that if $x_1$ +and $x_2$ are any two \correction{values}{valves} of $x$ in +$V_\varepsilon^*(a)$, $|f(x_1)-f(x_2)|< \varepsilon$. Hence by the +definition of value approached there is an $x_\varepsilon$ of +$V_\varepsilon^*(a)$ for which +\begin{align*} + |f(x_\varepsilon)-b|&< \varepsilon\tag{\textit{a}}\\ +\intertext{and} + |f(x_\varepsilon)-f(x)|&< \varepsilon\tag{\textit{b}} +\end{align*} +for every $x$ of $V_\varepsilon^*(a)$. Hence, combining (\textit{a}) +and (\textit{b}), for every $x$ of $V_\varepsilon^*(a)$ we have +\[ + |f(x)-b|< 2\varepsilon, +\] +and hence by the preceding theorem we have +\[ + \mathop{L}_{x \doteq a} f(x)=b.\qedhere +\] +\end{proof} + +In case $a$ as well as $b$ is finite, Theorem~\hyperlink{thm27}{27} becomes: + +\textit{A necessary and sufficient condition that +\[ + \mathop{L}_{x\doteq a}f(x) +\] +shall exist and be finite is that for every $\varepsilon>0$ there +exists a $\delta_\varepsilon > 0$ such that +\[ + |f(x_1)-f(x_2)|<\varepsilon +\] +%-----File: 080.png---Folio 68------- +for every $x_1$ and $x_2$ such that +\[ + x_1 \neq a,\quad x_2\neq a,\quad + |x_1-a|< \delta_\varepsilon,\quad + |x_2-a|< \delta_\varepsilon. +\]} + +In case $a$ is $+\infty$ the condition becomes: + +\textit{For every $\varepsilon >0$ there exists a $N_\varepsilon>0$ such +that} +\[ + |f(x_1)-f(x_2)|<\varepsilon +\] +\textit{for every $x_1$ and $x_2$ such that $x_1>N_\varepsilon$, +$x_2>N_\varepsilon$.} + +The necessary and sufficient conditions just derived have the +following evident corollaries: + +\begin{ncorollary}[1]\hypertarget{cor1th27}{} +The expression +\[ + \mathop{L}_{x \doteq a}f(x)=b, +\] +where $b$ is finite, is equivalent to the expression +\[ + \mathop{L}_{x \doteq a}(f(x)-b)=0, +\] +and whether $b$ is finite or infinite +\[ + \mathop{L}_{x \doteq a} f(x) =b \text{ is equivalent to } + \mathop{L}_{x \doteq a} (-f(x)) =-b. +\] +\end{ncorollary} +\begin{ncorollary}[2]\hypertarget{cor2th27} +The expressions +\[ + \mathop{L}_{x \doteq a} f(x) = 0 \text{ and } + \mathop{L}_{x \doteq a} |f(x)|= 0 +\] +are equivalent. +\end{ncorollary} +\begin{ncorollary}[3] +The expression +\[ + \mathop{L}_{x \doteq a} f(x)=b +\] +is equivalent to +\[ + \mathop{L}_{y \doteq 0} f(y+a)=b, +\] +where $y+a=x$. +\end{ncorollary} +%-----File: 081.png---Folio 69------- + +\begin{ncorollary}[4] +The expression +\[ + \mathop{L}_{\stackrel{x < a}{x \doteq a}} f(x)=b +\] +is equivalent to +\[ + \mathop{L}_{z \doteq + \infty} f \left({a + \frac1z}\right) = b, +\] +where $z = \frac{1}{x-a}$. +\end{ncorollary} +The reader should verify these corollaries by writing down the +necessary and sufficient condition for the existence of each +limit. The following less obvious statement is proved in detail for +the case when $b$ is finite, the case when $b$ is $+ \infty$ or +$-\infty$ being left to the reader. + +\begin{ncorollary}[5] +If +\[ + \mathop{L}_{x \doteq a} f(x) = b, +\] +then +\[ + \mathop{L}_{x \doteq a} |f(x)| = |b|. +\] +\end{ncorollary} +\begin{proof} +By the necessary condition of Theorem~\hyperlink{thm26}{26} for every $\varepsilon$ there +exists a $V_{\varepsilon}^*(a)$ such that for every $x_1$ of +$V_{\varepsilon}^*(a)$ +\[ + |f(x_1)-b|< \varepsilon. +\] +If $f(x_1)$ and $b$ are of the same sign, then +\[ + \bigl||f(x_1)|-|b|\bigr| += |f(x_1)-b|< \varepsilon, +\] +and if $f(x_1)$ and $b$ are of opposite sign, then +\[ + \bigl||f(x_1)|-|b|\bigr| + < |f(x_1)-b|< \varepsilon. +\] +Hence, by the sufficient condition of Theorem~\hyperlink{thm26}{26}, +\[ + \mathop{L}_{x \doteq a} |f(x)| +\] +exists and is equal to $|b|$. +\end{proof} +%-----File: 082.png---Folio 70------- + +\begin{ncorollary}[6] +If a function $f(x)$ is continuous at $x=a$, then $|f(x)|$ is +continuous at $x=a$. +\end{ncorollary} +It should be noticed that +\begin{align*} + \mathop{L}_{x \doteq a} |f(x)|&= |b|\\ + \intertext{is \textit{not equivalent} to} + \mathop{L}_{x \doteq a} f(x)&=b. +\end{align*} +Suppose $f(x) = +1$ for all rational values of $x$ and $f(x) =-1$ for +all irrational values of $x$. Then $\displaystyle\mathop{L}_{x \doteq +a} |f(x)|= +1$, but $\displaystyle\mathop{L}_{x \doteq a} f(x)$ does +not exist, since both $+1$ and $-1$ are values approached by $f(x)$ as +$x$ approaches any value whatever. + +\begin{definition}\index{Numbers!sequence of}\index{Sequence of numbers} +Any set of numbers which may be written $[x_n]$, where +\begin{align*} + n &= 0, 1, 2, \ldots, \kappa, \\ + \text{or } \qquad n &= 0, 1, 2, \ldots, \kappa, \ldots, +\end{align*} +is called a \textit{sequence}. +\end{definition} + +To the corollaries of this section may be added a corollary related to +the definition of a limit. + +\begin{ncorollary}[7] +If for every sequence of numbers $[x_n]$ having $a$ as a limit point, +\[ + \mathop{L}_{\substack{x|[x_n] \\ x \doteq a}} f(x)=b, + \quad\text{then}\quad \mathop{L}_{x \doteq a} f(x)=b. +\] +\end{ncorollary} +\begin{proof} +In case two values $b$ and $b_1$ were approached by $f(x)$ as $x$ +approaches $a$, then, as in the first part of the proof of Theorem~\hyperlink{thm26}{26}, +two sequences could be chosen upon one of which $f(x)$ approached $b$ +and upon the other of which $f(x)$ approached $b_1$. +\end{proof} + +\section{Application to Infinite Series.}\hypertarget{chIVsec3}{}%[3] +\index{Convergence!of infinite series}\index{Infinite series}\index{Series!infinite} +The theory of limits has important applications to infinite series. An +\textit{infinite series} is defined as an expression of the form +%-----File: 083.png---Folio 71------- +\[ + \sum_{k=1}^\infty a_k = a_1 + a_2 + a_3 + \ldots + a_n + \ldots. +\] +If $S_n$ is defined as +\[ + a_1 + \ldots + a_n = \sum_{k=1}^n a_k, +\] +$n$ being any positive integer, then the sum of the series is +defined\label{dp71} as +\[ + \mathop{L}_{n=\infty} S_n = S +\] +if this limit exists. + +If the limit exists and is finite, the series is said to be +\index{Infinite series!convergence and divergence of}\index{Series!infinite!convergence and divergence of}\textit{convergent}. If $S$ is infinite or if $S_n$ approaches more +than one value as $n$ approaches infinity, then the series is +\index{Divergence}\textit{divergent}. For example, $S$ is infinite if +\[ + \sum_{k=1}^\infty a_k = 1 + 1 + 1 + 1 \ldots, +\] +and $S_n$ has more than one value approached if +\[ + \sum_{k=1}^\infty a_k = 1-1 + 1-1 + 1 \ldots. +\] +It is customary to write +\[ + R_n=S-S_n. +\] + +A necessary and sufficient condition for the convergence of an +infinite series is obtained from Theorem~\hyperlink{thm27}{27}. + +(1) \textit{For every $\varepsilon > 0$ there exists an integer + $N_{\varepsilon}$, such that if $n > N_{\varepsilon}$ and $n' > + N_{\varepsilon}$ then} +\[ + |S_n-S_{n'}|< \varepsilon. +\] + +This condition immediately translates into the following form: +%-----File: 084.png---Folio 72------- + +(2) \textit{For every $\varepsilon>0$ there exists an integer + $N_\varepsilon$, such that if $n>N_\varepsilon$, then for every $k$} +\[ + |a_n + a_{n+1} + \ldots + a_{n+k}|< \varepsilon. +\] + +\begin{corollary}\label{cp72} +If $\sum\limits_{k=1}^\infty a_k$ is a convergent series, then +$\displaystyle\mathop{L}_{k \doteq \infty} a_k=0$. +\end{corollary} + +\begin{definition}\index{Absolute convergence of infinite series} +A series +\[ + \sum_{k=0}^\infty a_k=a_0+a_1+ \ldots+a_n+ \ldots +\] +is said to be \textit{absolutely convergent} if +\[ + |a_0|+ |a_1|+ \ldots + |a_n| + \ldots +\] +is convergent. +\end{definition} + +Since +\[ + |a_n + a_{n+1} +\ldots +a_{n+k}| + < |a_n|+ |a_{n+1}|+ \ldots|a_{n+k}|, +\] +the above criteria give + +\begin{theorem}[28]\hypertarget{thm28}{} +A series is convergent if it is absolutely convergent. +\end{theorem} + +\begin{theorem}[29]\hypertarget{thm29}{} +If $\sum\limits_{k=0}^\infty b_k$ is a convergent series all of whose +terms are positive and $\sum\limits_{k=0}^\infty a_k$ is a series such +that for every $k$, $|a_k|\leqq b_k$, then +\[ + \sum_{k=0}^\infty a_k +\] +is absolutely convergent. +\end{theorem} + +\begin{proof} +By hypothesis +\[ + \sum_{k=0}^n|a_k|\leqq \sum_{k=0}^n b_k. +\] +%-----File: 085.png---Folio 73------- + +Hence +\[ + \sum_{k=0}^n|a_k| +\] +is bounded, and being an increasing function of $n$, the series is +convergent according to Theorem~\hyperlink{thm25}{25}. +\end{proof} + +This theorem gives a useful method of determining the convergence or +divergence of a series, namely, by comparison with a known +series. Such a known series is the \index{Geometric series}\index{Series!geometric}geometric series +\[ + a+ar+ar^2 + \ldots +ar^n+ \ldots, +\] +where $0 < r < 1$ and $a > 0$. In this series +\[ + \sum_{k=0}^n ar^k = a\frac{1-r^{n+1}}{1-r} < \frac{a}{1-r}, +\] +which shows that the series is convergent. Moreover, it can easily be +seen to have the sum $\dfrac{a}{1-r}$. + +If $r \qqge 1$, the geometric series is evidently +divergent. This result can be used to prove the ``ratio-test'' for +convergence. + +\begin{theorem}[30]\index{Ratio test for convergence of infinite series} +\hypertarget{thm30}{}If there exists a number, $r$, $0<r<1$, such that +\[ + \left|\frac{a_n}{a_{n-1}} \right|< r +\] +for every integral value of $n$, then the series +\hypertarget{eq1p73}{\[ +\tag{1} +a_1 + a_2 + \ldots + a_n + \ldots +\]} +is absolutely convergent. If $\left|\frac{a_n}{a_{n-1}} +\right|\qqge 1$ for every $n$, the series is divergent. +\end{theorem} + +\begin{proof} +The series \hyperlink{eq1p73}{(1)} may be written +\[ + a_1 + + a_1\frac{a_2}{a_1} + + a_1\frac{a_2}{a_1} \cdot \frac{a_3}{a_2} + + \ldots + + a_1\frac{a_2}{a_1} \ldots \frac{a_n}{a_{n-1}} +\tag{2} +\] +%-----File: 086.png---Folio 74------- +$\left|\dfrac{a_n}{a_{n-1}}\right|<r$, this is numerically less term +by term than +\[ +\tag{3} + a_1 + a_1r + a_1r^2 + \ldots + a_1r^n + \ldots +\] +and therefore converges absolutely. If $\left|\dfrac{a_n}{a_{n-1}} +\right|\geqq 1$, $a_n \geqq a_1$ for every $n$; hence, by the +corollary, page~\pageref{cp72}, \hyperlink{eq1p73}{(1)} is divergent. +\end{proof} + +Nothing is said about the case when +\[ + \left\vert \frac{a_n}{a_{n-1}} \right|< 1, +\quad\text{but}\quad + \mathop{L}_{n \doteq \infty} + \left\vert \frac{a_n}{a_{n-1}} \right|= 1. +\] +It is evident that the ratio test need be applied only to terms beyond +some fixed term $a_n$, since the sum of the first $n$ terms +\[ + a_1 + a_2 + \ldots + a_n +\] +may be regarded as a finite number $S_n$ and the whole series as +\[ + S_n + a_{n+1} + a_{n+2} + \ldots, +\] +i.e., a finite number plus the infinite series +\[ + a_{n+1} + a_{n+2} + \ldots. +\] + +\section{Infinitesimals. Computation of Limits.}\hypertarget{chIVsec4}{}%[4] + +\begin{theorem}[31]\hypertarget{thm31}{} +A necessary and sufficient condition that +\[ + \mathop{L}_{x \doteq a} f(x) = b +\] +is that for the function $\varepsilon(x)$ defined by the equation +$f(x)=b + \varepsilon(x)$ +\[ + \mathop{L}_{x \doteq a} \varepsilon(x) =0. +\] +\end{theorem} +%-----File: 087.png---Folio 75------- +\begin{proof} +Take $\varepsilon(x)=f(x)-b$ and apply Theorem~\hyperlink{thm26}{26}. A special case of +this theorem is: \textit{A necessary and sufficient condition for the +convergence of a series to a finite value $b$ is that for every +$\varepsilon>0$ there exists an integer $N_\varepsilon$, such that if +$n>N_\varepsilon$ then $|R_n|< \varepsilon$.} +\end{proof} + +\begin{definition}\label{dp75}A function $f(x)$ such that +\[ + \mathop{L}_{x \doteq a} f(x)=0 +\] +is called an \index{Infinitesimals}\textit{infinitesimal} as $x$ approaches $a$.\footnote{% + No constant, however small if not zero, is an infinitesimal, the + essence of the latter being that it varies so as to approach zero as + a limit. Cf.\ Goursat, Cours d'Analyse, tome~I, p.~21, etc.} +\end{definition} + +\begin{theorem}[32]\hypertarget{thm32}{} +The sum, difference, or product of two infinitesimals is an +infinitesimal. +\end{theorem} + +\begin{proof} +Let the two infinitesimals be $f_1(x)$ and $f_2(x)$. For every +$\varepsilon$, $1> \varepsilon >0$, there exists a $V_1^*(a)$ for +every $x$ of which +\[ + |f_1(x)|< \frac\varepsilon2, +\] +and a $V_2^*(a)$ for every $x$ of which +\[ + |f_2(x)|< \frac\varepsilon2. +\] +Hence in any $V^*(a)$ common to $V_1^*(a)$ and $V_2^*(a)$ +\begin{align*} +& |f_1(x) + f_2(x)|\leqq + |f_1(x)|+ |f_2(x)|< \varepsilon, +\\ +& |f_1(x)-f_2(x)|\leqq + |f_1(x)|+ |f_2(x)|< \varepsilon, +\\ +& |f_1(x) \cdot f_2(x)|= + |f_1(x)|\cdot|f_2(x)|< \varepsilon. +\end{align*} +From these inequalities and Theorem~\hyperlink{thm26}{26} the conclusion follows. +\end{proof} + +\begin{theorem}[33]\hypertarget{thm33}{} +If $f(x)$ is bounded on a certain $\overline{V^*}(a)$ and +$\varepsilon(x)$ is an infinitesimal as $x$ approaches $a$, then +$\varepsilon(x)\cdot f(x)$ is also an infinitesimal as $x$ approaches +$a$. +\end{theorem} +%-----File: 088.png---Folio 76------- + +\begin{proof} +By hypothesis there are two numbers $m$ and $M$, such that $M>f(x)>m$ +for every $x$ on $\overline{V^*}(a)$. Let $k$ be the larger of $|m|$ +and $|M|$. Also by hypothesis there exists for every $\varepsilon$ a +${V_\varepsilon}^*(a)$ within $\overline{V^*}(a)$ such that if $x$ is +in ${V_\varepsilon}^*(a)$, then +\begin{align*} + |\varepsilon(x)|&< \frac{\varepsilon}{k} \\ +\intertext{or} + k|\varepsilon(x)|&< \varepsilon. +\end{align*} +But for such values of $x$ +\[ + |f(x)\cdot\varepsilon(x)| +< k\cdot|\varepsilon(x)|< \varepsilon, +\] +and hence for every $\varepsilon$ there is a ${V_\varepsilon}^*(a)$ +such that for $x$ an ${V_\varepsilon}^*(a)$ +\[ + |f(x)\cdot\varepsilon(x)|< \varepsilon.\qedhere +\] +\end{proof} + +\begin{corollary} +If $f(x)$ is an infinitesimal and $c$ any constant, then $c \cdot +f(x)$ is an infinitesimal. +\end{corollary} + +\begin{theorem}[34]\hypertarget{thm34}{} +If $\displaystyle \mathop{L}_{x \doteq a} f_1(x)=b_1$ and +$\displaystyle \mathop{L}_{x \doteq a} f_2(x)=b_2$, $b_1$ and $b_2$ +being finite, then +\begin{align*} +\tag{$\alpha$} + &\mathop{L}_{x\doteq a} \{f_1(x) \pm f_2(x)\} = b_1 \pm b_2, +\\ +\tag{$\beta$} + &\mathop{L}_{x\doteq a} \{f_1(x) \cdot f_2(x)\} = b_1 \cdot b_2; +\\ +\intertext{and if $b_2\neq 0$,} +\tag{$\gamma$} + &\mathop{L}_{x\doteq a} \frac{f_1(x)}{f_2(x)} = \frac{b_1}{b_2} +\end{align*} +\end{theorem} + +\begin{proof} +According to Theorem~\hyperlink{thm31}{31}, we write +\begin{align*} +f_1(x) &= b_1 + \varepsilon_1(x),\\ +f_2(x) &= b_2 + \varepsilon_2(x), +\end{align*} +%-----File: 089.png---Folio 77------- +where $\varepsilon_1(x)$ and $\varepsilon_2(x)$ are +infinitesimals. Hence +\begin{gather*} +\tag{$\alpha'$} + f_1(x) + f_2(x) = b_1 + b_2 + \varepsilon_1(x) + \varepsilon_2(x), +\\ +\tag{$\beta'$} + f_1(x)\cdot f_2(x) = b_1 \cdot b_2 ++ b_1 \cdot \varepsilon_2(x) + b_2 \cdot \varepsilon_1(x) ++ \varepsilon_1(x) \cdot \varepsilon_2(x). +\end{gather*} +But by the preceding theorem the terms of $(\alpha')$ and $(\beta')$ +which involve $\varepsilon_1(x)$ and $\varepsilon_2(x)$ are +infinitesimals, and hence the conclusions $(\alpha)$ and $(\beta)$ are +established. + +To establish ($\gamma$), observe that by Theorem~\hyperlink{thm26}{26} there exists a +$V^*(a)$ for every $x$ of which $|f_2(x)-b_2|< |b_2|$ and hence upon +which $f_2(x)\neq 0$. Hence +\[ + \frac{f_1(x)}{f_2(x)} += \frac{b_1 + \varepsilon_1(x)}{b_2 + \varepsilon_2(x)} += \frac{b_1}{b_2} + \frac{b_2 \varepsilon_1(x)-b_1 \varepsilon_2(x)} + {b_2 \{ b_2 + \varepsilon_2(x) \}}, +\] +the second term of which is infinitesimal according to Theorems \hyperlink{thm32}{32} and +\hyperlink{thm33}{33}. +\end{proof} + +Some of the cases in which $b_1$ and $b_2$ are $\pm\infty$ are covered +by the following theorems. The other cases ($\infty-\infty$, +$\dfrac{\infty}{\infty}$, $\dfrac{0}{0}$, etc.), are treated in +Chapter~\hyperlink{chapVI}{VI}. + +\begin{theorem}[35]\hypertarget{thm35}{} +If $f_2(x)$ has a lower bound on some $V^*(a)$, and if +\[ + \mathop{L}_{x \doteq 0} f_1(x) = +\infty, +\] +then +\[ + \mathop{L}_{x \doteq 0} \{f_2(x) + f_1(x)\} = +\infty. +\] +\end{theorem} + +\begin{proof} +Let $M$ be the lower bound of $f_2(x)$. By hypothesis, for every +number $E$ there exists a $V_E^*(a)$ such that for $x$ on $V_E^*(a)$ +\[ + f_1(x) > E-M. +\] +Since +\[ + f_2(x) > M,\\ +\] +this gives +\[ + f_1(x) + f_2(x) > E, +\] +which means that $ f_1(x) + f_2(x)$ approaches the limit $+\infty$. +\end{proof} +%-----File: 090.png---Folio 78------- + +\begin{theorem}[36]\hypertarget{thm36}{} +If $\displaystyle \mathop{L}_{x \doteq a} f_1(x) = + \infty$ or +$-\infty$, and if $f_2(x)$ is such that for a +$\overline{V^*}(a)$\correction{,}{} $f_2(x)$ has a lower bound greater +than zero or an upper bound less than zero, then $\displaystyle +\mathop{L}_{x \doteq a} \{ f_1(x) \cdot f_2(x)\}$ is definitely +infinite; i.e., if $f_2(x)$ has a lower bound greater than zero and +$\displaystyle \mathop{L}_{x \doteq a} f_1(x) = +\infty$, then +$\displaystyle\mathop{L}_{x\doteq a}\{f_1(x)\cdot f_2(x)\} = +\infty$, +etc. +\end{theorem} + +\begin{proof} +Suppose $f_2(x)$ has a lower bound greater than zero, say $M$, and +that $\displaystyle \mathop{L}_{x \doteq a} f_1(x) = +\infty$. Then +for every $E$ there exists a $V_E^*(a)$ within $\overline{V^*}(a)$ +such that for every $x_1$ of $V_E^*(a)$, $f_1(x_1) > \dfrac{E}{M}$, +and therefore $f_1(x_1)\cdot f_2(x_1)\qqge f_1(x_1)\cdot +M>E$. Hence by the definition of limit of a function +$\displaystyle\mathop{L}_{x\doteq a}\{f_1(x)\cdot f_2(x)\} = ++\infty$. If we consider the case where $f_2(x)$ has an upper bound +less than zero, we have in the same manner $L \{f_1(x)\cdot f_2(x)\} +=-\infty$. Similar statements hold for the cases in which +$\displaystyle \mathop{L}_{x \doteq a} f_1(x) =-\infty$. +\end{proof} + +\begin{corollary} +If $f_2(x)$ is positive and has a finite upper bound and +$\displaystyle \mathop{L}_{x \doteq a} f_1(x) = +\infty$, then +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x)}{f_2(x)} = +\infty. +\] +\end{corollary} + +\begin{theorem}[37]\hypertarget{thm37}{} +If $\displaystyle \mathop{L}_{x \doteq a} f(x)= +\infty$, then +$\displaystyle \mathop{L}_{x \doteq a} \frac{1}{f(x)} = 0$, and there +is a vicinity $V^*(a)$ upon which $f(x)>0$. Conversely, if +$\displaystyle \mathop{L}_{x \doteq a} f(x) =0$ and there is a +$V^*(a)$ upon which $f(x) > 0$, then $\displaystyle \mathop{L}_{x +\doteq a} \frac{1}{f(x)} = +\infty$. +\end{theorem} + +\begin{proof} +If $\displaystyle \mathop{L}_{x \doteq a} f(x) = +\infty$, then for +every $\varepsilon$ there exists a ${V_\varepsilon}^*(a)$ such that if +$x$ is in ${V_\varepsilon}^*(a)$, then +\[ + f(x) > \frac{1}{\varepsilon} +\] +%-----File: 091.png---Folio 79------- +and +\[ + \frac{1}{f(x)} < \varepsilon. +\] +\[ + \therefore \mathop{L}_{x \doteq a} \frac{1}{f(x)} = 0, +\] +since both $f(x)$ and $\dfrac{1}{f(x)}$ are positive. + +Again, if $\displaystyle \mathop{L}_{x \doteq a} f(x) =0$, then for +every $\varepsilon$ there is a $\overline{V_\varepsilon^*}(a)$ such +that for $x$ in $\overline{V_\varepsilon^*}(a)$, $|f(x)|<\varepsilon$ +or $\dfrac{1}{f(x)}>\dfrac{1}{\varepsilon}$ ($f(x)$ being positive). +Hence +\[ + \mathop{L}_{x \doteq a} \frac{1}{f(x)} = + \infty.\qedhere +\] +\end{proof} + +\begin{ncorollary}[1] +If $f_1(x)$ has finite upper and lower bounds on some $V^*(a)$ and +$\displaystyle \mathop{L}_{x \doteq a} f_2(x) = +\infty$ or $-\infty$, +then +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x)}{f_2(x)} = 0. +\] +\end{ncorollary} +\begin{ncorollary}[2] +If $f_2(x)$ is positive and $f_1(x)$ has a positive lower bound on +some $V^*(a)$ and $\displaystyle \mathop{L}_{x \doteq a} f_2(x)=0$, +then +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x)}{f_2(x)} = +\infty. +\] +\end{ncorollary} +\begin{theorem}[38]\index{Change of variable}\emph{(change of variable).}\hypertarget{thm38}{} If +\begin{enumerate} +\item[\textnormal{(1)}] +$\displaystyle\mathop{L}_{x \doteq a } f_1(x) = b_1$ +and +$\displaystyle\mathop{L}_{x \doteq b_1} f_2(y) = b_2$ +when $y$ takes all valves of $f_1(x)$ corresponding to values of $x$ on +some $\overline{V^*}(a)$, and if +\item[\textnormal{(2)}]\hypertarget{item2p79} +$\displaystyle f_1(x) \neq b_1 \text{ for } x \text{ on } \overline{V^*}(a)$, +\end{enumerate} +then +\[ + \mathop{L}_{x \doteq a} f_2(f_1(x)) = b_2. +\] +\end{theorem} +%-----File: 092.png---Folio 80------- + +\begin{proof} +($\alpha$) Since $\displaystyle \mathop{L}_{y \doteq b_1} f_2(y) +=b_2$, for every $V(b_2)$ there exists a $V^*(b_1)$ such that if $y$ +is in $V^*(b_1)$, $f_2(y)$ is in $V(b_2)$. Since $\displaystyle +\mathop{L}_{x \doteq a}f_1(x) =b_1$, for every $V(b_1)$ there exists a +$V^*(a)$ in $\overline{V^*}(a)$ such that if $x$ is in $V^*(a)$, +$f_1(x)$ is in $V(b_1)$. But by \hyperlink{item2p79}{(2)} if $x$ is in $V^*(a)$, $f_1(x)\neq +b$. Hence ($\beta$) for every $V^*(b_1)$ there exists a $V^*(a)$ such +that for every $x$ in $V^*(a)$, $f_1(x)$ is in $V^*(b_1)$. + +Combining statements ($\alpha$) and ($\beta$): for every $V(b_2)$ +there exists a $V^*(a)$ such that for every $x$ in $V^*(a)$ $f_1(x)$ +is in $V^*(b_1)$, and hence $f_2(f(x))$ is in $V(b_2)$. This means, +according to Theorem~\hyperlink{thm26}{26}, that +\[ + \mathop{L}_{x \doteq a} f_2(f_1(x)) = b_2.\qedhere +\] +\end{proof} + +\begin{theorem}[39]\hypertarget{thm39}{} +If $\displaystyle \mathop{L}_{x \doteq a} f_1(x) =b$ and +$\displaystyle \mathop{L}_{y \doteq b} f_2(y) =f_2(b)$, where $y$ +takes all values taken by $f_1(x)$ for $x$ on some +$\overline{V^*}(a)$, then +\[ + \mathop{L}_{x \doteq a} f_2(f_1(x)) = f_2(b). +\] +\end{theorem} + +\begin{proof} +The proof of the theorem is similar to that of Theorem~\hyperlink{thm38}{38}. In this +case the notation $f_2(b)$ implies that $b$ is a finite number. Thus +for every $\varepsilon_1$ there exists a ${V_{\varepsilon_1}}^*(a)$ +entirely within $\overline{V^*}(a)$ such that if $x$ is in +${V_{\varepsilon_1}}^*(a)$, +\[ + |f_1(x)-b|< \varepsilon_1. +\] + +Furthermore, for every $\varepsilon_2$ there exists a +$\delta_{\varepsilon_2}$ such that for every $y$, $y \neq b$, +$|y-b|<\delta_{\varepsilon_2}$, +\[ + |f_2(y)-f_2(b)|< \varepsilon_2. +\] +But since $|f_2(y)-f_2(b)|= 0$ when $y = b$, this means that for all +values of $y$ (equal or unequal to $b$) such that $|y-b|< +\delta_{\varepsilon_2}$, $|f_2(y)-f_2(b)|< \varepsilon_2$. Now let +$\varepsilon_1 = \delta_{\varepsilon_2}$; then, if $x$ is in +${V_{\varepsilon_1}}^*(a)$, it follows that $|f_1(x)-b|< +\delta_{\varepsilon_2}$ and therefore that +\[ + |f_2(f_1(x))-f_2(b)|< \varepsilon_2. +\] +Hence +\[ + \mathop{L}_{x \doteq a} f_2(f_1(x)) = f_2(b).\qedhere +\] +\end{proof} +%-----File: 093.png---Folio 81------- +\begin{ncorollary}[1]\hypertarget{cor1p81}{} +If $f_1(x)$ is continuous at $x=a$, and $f_2(y)$ is continuous at +$y=f_1(a)$, then $f_2(f_1(x))$ is continuous at $x=a$. +\end{ncorollary} + +\begin{ncorollary}[2]\hypertarget{cor2p81}{} +If $k \neq 0$, $f(x) \geqq 0$, and $\displaystyle \mathop{L}_{x \doteq +a} f(x) =b$, then +\[ + \mathop{L}_{x \doteq a} (f(x))^k = b^k, +\] +under the convention that $\infty^k = \infty$ if $k>0$ and +$\infty^k=0$ if $k<0$. +\end{ncorollary} + +\begin{ncorollary}[3]\label{logp81} +If $c>0$ and $f(x)>0$ and $b>0$ and $\displaystyle \mathop{L}_{x +\doteq a} f(x)=b$, then +\[ + \mathop{L}_{x \doteq a} \log_c f(x) = \log_c b, +\] +under the convention that $\log_c (+\infty) = +\infty$ and $\log_c 0 +=-\infty$. +\end{ncorollary} + +The conclusions of the last two corollaries may also be expressed by +the equations +\[ + \mathop{L}_{x \doteq a} (f(x))^k += (\mathop{L}_{x \doteq a} f(x))^k +\] +and +\[ + \log_c \mathop{L}_{x \doteq a} f(x) += \mathop{L}_{x \doteq a} \log_c f(x). +\] + +\begin{ncorollary}[4] +If $\displaystyle \mathop{L}_{x \doteq a} (f(x))^k$ or $\displaystyle +\mathop{L}_{x \doteq a} \log f(x)$ fails to exist, then $\displaystyle +\mathop{L}_{x \doteq a} f(x)$ does not exist. +\end{ncorollary} + + +\section{Further Theorems on Limits.}\hypertarget{chIVsec5}{}%[5] + +\begin{theorem}[40]\hypertarget{thm40}{} +If $f(x) \leqq b$ for all values of a set $[x]$ on a certain $V^*(a)$, +then every value approached by $f(x)$ as $x$ approaches $a$ is less +than or equal to $b$. Similarly if $f(x) \geqq b$ for all values of a +set $[x]$ on a certain $V^*(a)$, then every value approached by $f(x)$ +as $x$ approaches $a$ is greater than or equal to $b$. +\end{theorem} + +\begin{proof} +If $f(x) \leqq b$ on $V^*(a)$, then if $b'$ is any value greater than +$b$, and $V(b')$ any vicinity of $b'$ which does not include $b$, +there is no value of $x$ on $V^*(a)$ for which $f(x)$ is in +$V(b')$. Hence $b'$ is not a value approached. A similar argument +holds for the case where $f(x) \geqq b$. +\end{proof} +%-----File: 094.png---Folio 82------- + +\begin{ncorollary}[1]\hypertarget{cor1p82}{} +If $f(x)\geqq 0$ in the neighborhood of $x=a$, then if +\[ + \mathop{L}_{x\doteq a} f(x)\text{ exist, } + \mathop{L}_{x\doteq a} f(x) \geqq 0. +\] +\end{ncorollary} +\begin{ncorollary}[2]\hypertarget{cor2p82}{} +If $f_1(x)\geqq f_2(x)$ in the neighborhood of $x=a$, then +\[ + \mathop{L}_{x\doteq a} f_1(x) \geqq + \mathop{L}_{x\doteq a} f_2(x) +\] +if both these limits exist. +\end{ncorollary} +\begin{proof} +Apply Corollary~\hyperlink{cor1p82}{1} to $f_1(x)-f_2(x)$. +\end{proof} + +\begin{ncorollary}[3]\hypertarget{cor3p82}{} +If $f_1(x)\geqq f_2(x)$ in the neighborhood of $x=a$, then the largest +value approached by $f_1(x)$ is greater than or equal to the largest +value approached by $f_2(x)$. +\end{ncorollary} +\begin{ncorollary}[4]\hypertarget{cor4p82}{} +If $f_1(x)$ and $f_2(x)$ are both positive in the neighborhood of +$x=a$, and if $f_1(x)\geqq f_2(x)$, then if +$\displaystyle\mathop{L}_{x\doteq a} f_1(x)=0$, it follows that +\[ + \mathop{L}_{x\doteq a} f_2(x)=0. +\] +\end{ncorollary} +\begin{theorem}[41]\hypertarget{thm41}{} +If $[x']$ is a subset of $[x]$, $a$ being a limit point of $[x']$, and +if $\displaystyle\mathop{L}_{x\doteq a} f(x)$ exists, then +$\displaystyle\mathop{L}_{\text{\correction{$x'$}{$x$}}\doteq a} f(x')$ exists and +\[ + \mathop{L}_{x\doteq a} f(x)= \mathop{L}_{x'\doteq a} f(x').% +\footnote{The notation $f(x')$ is used to indicate that $x$ takes + the values of the set $[x']$.} +\] +\end{theorem} + +\begin{proof} +By hypothesis there exists for every $V(b)$ a $V^*(a)$ such that for +every $x$ of the set $[x]$ which is in $V^*(a)$, $f(x)$ is in +$V(b)$. Since $[x']$ is a subset of $[x]$, the same $V^*(a)$ is +evidently efficient for $x$ on $[x']$. +\end{proof} + +In the statement of necessary and sufficient conditions for the +existence of a limit we have made use of a certain positive +multiple-valued function of $\varepsilon$ denoted by +$\delta_\varepsilon$. If a given value is effective as a +$\delta_\varepsilon$, then every positive value smaller than this is +also effective. + +\begin{theorem}[42]\hypertarget{thm42}{} +For every $\varepsilon$ for which the set of values of +$\delta_\varepsilon$ has an upper bound there is a greatest +$\delta_\varepsilon$. +\end{theorem} +%-----File: 095.png---Folio 83------- + +\begin{proof} +Let $\overline{B}[\delta_\varepsilon]$ be the least upper bound of the +set of values of $\delta_\varepsilon$, for a particular +$\varepsilon$. If $x$ is such that $|x-a|< +\overline{B}[\delta_\varepsilon]$, then there is a +$\delta_\varepsilon$ such that $|x-a|< \delta_\varepsilon$. But if +$|x-a|< \delta_\varepsilon$, $|f(x)-b|< \varepsilon$. Hence, if +$|x-a|< \overline{B}[\delta_\varepsilon]$, $|f(x)-b|< \varepsilon$. +\end{proof} + +\begin{theorem}[43]\hypertarget{thm43}{} +The limit of the least upper bound of a function $f(x)$ on a variable +segment $\overline{a\ x}$, $a < x$, as the end point approaches $a$, +is the least upper bound of the values approached by the function as +$x$ approaches $a$ from the right. +\end{theorem} + +\begin{proof} +Let $l$ be the least upper bound of the values approached by the +function as $x$ approaches $a$ from the right, and let $b(x)$ +represent the upper bound of $f(x)$ for all values of $x$ on +$\overline{a\ x}$. Since $\overline{B}f(x)$ on the segment +$\overline{a\ x_1}$ is not greater than $\overline{B}f(x)$ on a +segment $\overline{a\ x_2}$ if $x_1$ lies on $\overline{a\ x_2}$, +$b(x)$ is a non-oscillating function decreasing as $x$ +decreases. Hence $\displaystyle \mathop{L}_{x \doteq a} b(x)$ exists +by Theorem~\hyperlink{thm21}{21}; and by Corollary~\hyperlink{cor3p82}{3}, Theorem~\hyperlink{thm40}{40}, $\displaystyle +\mathop{L}_{x \doteq a} b(x) \geqq l$. If $\displaystyle \mathop{L}_{x +\doteq a} b(x) = k > l$, then there are two vicinities of $k$, +$V_1(k)$ contained in $V_2(k)$ and $V_2(k)$ not containing $l$. By +Theorem~\hyperlink{thm26}{26} a $V_1^*(a)$ exists such that if $x$ is in $V_1^*(a)$, +$b(x)$ is in $V_1(k)$. Furthermore, by the definition of $b(x)$, if +$x_1$ is an arbitrary value of $x$ on $V_1^*(a)$, then there is a +value of $x$ in $\overline{a\ x_1}$ such that $f(x)$ is in +$V(k)$. Hence $k$ would be a value approached by $f(x)$ contrary to +the hypothesis $k>l$. +\end{proof} + +\section{Bounds of Indetermination. Oscillation.}\hypertarget{chIVsec6}{}%[6] + +It is a corollary of Theorem~\hyperlink{thm43}{43} that in the approach to any point $a$ +from the right or from the left the least upper \correction{bounds}{bound} and the greatest +lower bounds of the values approached by $f(x)$ are themselves values +approached by $f(x)$. The four numbers thus indicated may be denoted +by +\[\label{limp84} + \overline{f(a+0)} = + \mathop{\overline{L}}_{x \doteq a+0} f(x) + = \stackrel{\leftarrow}{\mathop{L}_{x \doteq a}} f(x), +\] +%-----File: 096.png---Folio 84------- +the least upper bound of the values approached from the right: +\[ + \overline{f(a-0)} = + \mathop{\overline{L}}_{x \doteq a-0} + f(x) = + \mathop{\stackrel{\rightarrow}{L}}_{x \doteq a} f(x), +\] +the least upper bound of the values approached from the left: +\[ + \underline{f(a+0)} = + \mathop{\underline{L}}_{x \doteq a + 0} + f(x) = + \mathop{L}_{\stackrel{\leftarrow}{x \doteq a}} f(x), +\] +the greatest lower bound of the values approached from the right: +\[ + \underline{f(a-0)} = + \mathop{\underline{L}}_{x \doteq a-0} + f(x) = + \mathop{L}_{\stackrel{\rightarrow}{x \doteq a}} f(x), +\] +the greatest lower bound of the values approached from the left. + +If all four of these values coincide, there is only one value +approached and $\displaystyle \mathop{L}_{x \doteq a} f(x)$ exists. +If $\overline{f(a+0)}$ and $\underline{f(a+0)}$ coincide, this value +is denoted by $f(a+0)$ and is the same as $\displaystyle +\mathop{L}_{\stackrel{x>a}{x \doteq a}} f(x)$. Similarly if +$\overline{f(a-0)}$ and $\underline{f(a-0)}$ coincide, their common +value, $\displaystyle \mathop{L}_{\stackrel{x<a}{x \doteq a}} f(x)$, +is denoted by $f(a-0)$. The \index{Bounds!of indetermination}larger of $\overline{f(a+0)}$ and +$\overline{f(a-0)}$ is denoted by $\displaystyle +\mathop{\overline{L}}_{x \doteq a} f(x)$, and is called the \index{Limit!upper}upper\index{Upper!limit} +limit of $f(x)$ as $x$ approaches $a$. Similarly $\displaystyle +\mathop{\underline{L}}_{x \doteq a} f(x)$, the \index{Limit!lower}lower limit of $f(x)$, +is the smaller of $\underline{f(a+0)}$ and $\underline{f(a-0)}$. +$\displaystyle \mathop{\overline{L}}_{x \doteq a} f(x)$ and +$\displaystyle \mathop{\underline{L}}_{x \doteq a} f(x)$ are called +the bounds of indetermination of $f(x)$ at $x=a$ +(Unbestimmtheitsgrenzen). See the Encyclop\"adie der mathematischen +Wissenschaften, II~41. + +In order that a function shall be continuous at a point $a$ it is +necessary and sufficient that +\[ +\tag{a} +f(a) = + \overline{f(a+0)} = + \underline{f(a+0)} = + \overline{f(a-0)} = + \underline{f(a\text{\correction{$-$}{$+$}}0)}. +\] + +The difference between the greatest and the least of these +%-----File: 097.png---Folio 85------- +values is called the \index{Oscillation of a function!at a point}\emph{oscillation} of the function at the point +$a$. It is denoted by $O_af(x)$, and according to the theorem above +is equivalent to the lower bound of all values of $Of(x)$, where +\[ + Of(x) = \overline{B}f(x)-\underline{B}f(x) \text{ for a segment } V(a). +\] +$O_a^bf(x)$ is used for the \label{chIVp85}oscillation of $f(x)$ on the segment +$\overline{a\ b}$. It is sometimes also used for the oscillation of +$f(x)$ on the interval $\interval{a}{b}$. The word oscillation may +also be applied to the difference between the upper and lower bounds +of the function on a $V^*(a)$. Denote this by $O_{{V^*}(a)}f(x)$. The +lower bound of these values may be denoted by $O_a^*f(x)$ and is the +difference between the greatest and the least of the four values +$\overline{f(a+0)}$, $\overline{f(a-0)}$, $\underline{f(a+0)}$, +$\underline{f(a-0)}$. + +The reader will find it a useful exercise to construct examples and to +enumerate the different ways in which a function may be discontinuous\index{Discontinuity!of the first and second kind}, +according as $f(a+0)$ or $f(a-0)$ exist or do not exist, and according +as $f(a)$ does or does not coincide with any of the values approached +by $f(x)$. (Compare the reference to the E.~d.~m.~W. given above.) The +principal classification used is into \emph{discontinuities of the +first kind}, where $f(a+0)$ and $f(a-0)$ both exist, and +\emph{discontinuities of the second kind}, where not both $f(a+0)$ and +$f(a-0)$ exist. + +\begin{theorem}[44]\hypertarget{thm44}{} +If $a$ is a limit point of $[x]$, then a necessary and sufficient +condition that $b_2$ and $b_1$ shall be the upper and lower bounds of +indetermination of $f(x)$, as $x\doteq a$, is that for every set of +four numbers $a_1$, $a_2$, $c_1$, $c_2$, such that\footnote{% + If $b_1 =-\infty$, $a_1=b_1$ replaces $a_1<b_1$. If $b_2 = + +\infty$, $a_2=b_2$ replaces $b_2<a_2$.} +\[ + a_1<b_1<c_1<c_2<b_2<a_2, +\] +there exists a $V^*(a)$ such that for every $x$ on $V^*(a)$ +\[ + a_1<f(x)<a_2, +\] +and for some $x'$, $x''$ on $V^*(a)$ +\[ + f(x')>c_2 \text{ and } f(x'')<c_1. +\] +\end{theorem} +%-----File: 098.png---Folio 86------- + +\begin{proof} +I. \textit{The condition is necessary.} It is to be proved that if +$b_2$ and $b_1$ are the upper and lower bounds of indetermination of +$f(x)$, as $x\doteq a$ on $[x]$, then for every four numbers +$a_1<b_1<c_1<c_2<b_2<a_2$ there exists a $V^*(a)$ such that:--- + +(1) For all values of $x$ on $V^*(a)$, $a_1<f(x)<a_2$. If this +conclusion does not follow, then for a particular pair of numbers +$a_1$, $a_2$, there are values of $f(x)$ greater than $a_2$ or less +than $a_1$ for $x$ on any $V^*(a)$, and by Theorems \hyperlink{thm24}{24} and \hyperlink{thm40}{40} there is +at least one value approached greater than $b_2$ or less than +$b_1$. This would contradict the hypothesis, and there is therefore a +$V^*(a)$ such that for all values of $x$ on $V^*(a)$, $a_1<f(x)<a_2$. + +(2) For some $x'$, $x''$ on $V^*(a)$, $f(x')>c_2$ and $f(x'')<c_1$. If +this conclusion should not follow, then for some $V^*(a)$ there would +be no $x'$ such that $f(x') >c_2$, or no $x''$ such that $f(x'')<c_1$, +and therefore $b_1$ and $b_2$ could not both be values approached. + +II. \textit{The condition is sufficient.} It is to be proved that +$b_2$ and $b_1$ are the upper and lower bounds of the values +approached. If the condition is satisfied, then for every four +numbers $a_1$, $a_2$, $c_1$, $c_2$, such that +$a_1<b_1<c_1<c_2<b_2<a_2$ there is a $V^*(a)$ such that for all $x$'s +on $V^*(a)$ $a_1<f(x)<a_2$, and for some $x'$, $x'',$ $f(x')>c_2$ and +$f(x'')<c_1$. By Theorem~\hyperlink{thm24}{24} there are values approached, and hence we +need only to show that $b_2$ is the least upper and $b_1$ the greatest +lower bound of the values approached. Suppose some $B>b_2$ is the +least upper bound of the values approached; $a_2$ may then be so +chosen that $b_2 < a_2 < B$, so that by hypothesis for $x$ on $V^*(a)$ +$B$ cannot be a value approached. Again, suppose $B<b_2$ to be the +least upper bound; $c$ may then be chosen so that $B<c_2$, and hence +for some value $x'$ on each $V^*(a)$, $f(x')<c_2$. By the set of +values $f(x')$ there is at least one value approached. This value is +greater than $c_2>B$. Therefore $B$ cannot be the least upper +bound. Since the least upper bound may not be either less than $b_2$ +or greater than $b_2$, it must be equal to $b_2$. A similar argument +will prove $b_1$ to be the greatest lower bound of the values +approached. +\end{proof} +%-----File: 099.png---Folio 87------- + + +\chapter{CONTINUOUS FUNCTIONS.}\hypertarget{chapV}{}%[V] + +\section{Continuity at a Point.}\hypertarget{chVsec1}{}%[1] + +The notion of continuous functions will in this chapter, as in the +definition on page~\pageref{dp61}, be confined to single-valued +functions. It has been shown in Theorem~\hyperlink{thm34}{34} that if $f_1(x)$ and +$f_2(x)$ are continuous at a point $x=a$, then +\[ + f_1(x) \pm f_2(x), \quad + f_1(x) \cdot f_2(x), \quad + f_1(x)/f_2(x), \quad + (f_2(x) \neq 0) +\] +are also continuous at this point. Corollary~\hyperlink{cor1p81}{1} of Theorem~\hyperlink{thm39}{39} states +that a continuous function of a continuous function is continuous. + +The definition of continuity at $x=a$, namely, +\[ +\mathop{L}_{x \doteq a} f(x) = f(a), +\] +is by Theorem~\hyperlink{thm26}{26} equivalent to the following proposition: + +\emph{For every $\varepsilon>0$ there exists a $\delta_\varepsilon>0$ +such that if $|x-a|< \delta_\varepsilon$, then $|f(x)-f(a)|< +\varepsilon$.} + +It should be noted that the restriction $x \neq a$ which appears in +the general form of Theorem~\hyperlink{thm26}{26} is of no significance here, since for +$x=a$, $|f(x)-f(a)|= 0 < \varepsilon$. In other words, we may deal +with vicinities of the type $V(a)$ instead of $V^*(a)$. + +The difference of the least upper and the greatest lower bound of a +function on an interval $\interval{a}{b}$ has been called in +Chapter~\hyperlink{chapIV}{IV}, page~\pageref{chIVp85}, the oscillation of $f(x)$ on that interval, and +denoted by $O_a^b(x)$. The definition of continuity and Theorem~\hyperlink{thm27}{27}, +Chapter~\hyperlink{chapIII}{III}, give the following necessary and sufficient condition for +the continuity of a function $f(x)$ at the +%-----File: 100.png---Folio 88------- +\textit{For every $\varepsilon>0$ there exists a +$\delta_\varepsilon>0$ such that if $|x_1-a|< \delta_\varepsilon$, and +$|x_2-a|< \delta_\varepsilon$ then $|f(x_1)-f(x_2)|< +\dfrac{\varepsilon}{2}$. This means that for all values of $x_1$ and +$x_2$ on the segment $\overline{(a-\delta_\varepsilon)\ (a + +\delta_\varepsilon)}$} +\[ + \overline{B} |f(x_1)-f(x_2)|\leqq \frac\varepsilon2 < \varepsilon, +\] +and this means +\[ +\overline{B}f(x)-\underline{B}f(x) < \varepsilon, +\] +or +\[ + O^{a + \delta_\varepsilon}_{a-\delta_\varepsilon} f(x) + < \varepsilon. +\] +Then we have + +\begin{theorem}[45]\hypertarget{thm45}{} +If $f(x)$ is continuous for $x=a$, then for every $\varepsilon>0$ +there exists a $V_\varepsilon(a)$ such that on $V_\varepsilon(a)$ the +oscillation of $f(x)$ is less than $\varepsilon$. +\end{theorem} + +\begin{theorem}[46]\hypertarget{thm46}{} +If $f(x)$ is continuous at a point $x=a$ and if $f(a)$ is positive, +then there is a neighborhood of $x=a$ upon which the function is +positive. +\end{theorem} + +\begin{proof} +If there were values of $x$, $[x']$ within every neighborhood of $x=a$ +for which the function is equal to or less than zero, then by +Theorem~\hyperlink{thm24}{24} there would be a value approached by $f(x')$ as $x'$ +approaches $a$ on the set $[x']$. That is, by Theorem~\hyperlink{thm40}{40}, there would +be a negative or zero value approached by $f(x)$, which would +contradict the hypothesis. +\end{proof} + +\section{Continuity of a Function on an Interval.}\hypertarget{chVsec2}{}%[2] + +\begin{definition}\index{Continuity!over an interval}\index{Function!continuity of!over an interval} +A function is said to be continuous on an interval $\interval{a}{b}$ +if it is continuous at every point on the interval. +\end{definition} + +\begin{theorem}[47]\hypertarget{thm47}{} +If $f(x)$ is continuous on a finite interval $\interval{a}{b}$, then +for every $\varepsilon > 0$, $\interval{a}{b}$ can be divided into a +finite number of equal intervals upon each of which the oscillation of +$f(x)$ is less than $\varepsilon$.\footnote{% + The importance of this theorem in proving the properties of + continuous functions seems first to have been recognized by + \textsc{Goursat}. See his \textit{Cours d'Analyse}, Vol.~1, + page~161.} +\end{theorem} +%-----File: 101.png---Folio 89------- + +\begin{proof} +By Theorem~\hyperlink{thm45}{45} there is about every point of $\interval{a}{b}$ a +segment $\sigma$ upon which the oscillation is less than +$\varepsilon$. This set of segments $[\sigma]$ covers $\interval{a}{b}$, and by Theorem~\hyperlink{thm11}{11} $\interval{a}{b}$ can be divided into a finite +number of equal intervals each of which is interior to a $\sigma$; +this gives the conclusion of our theorem. +\end{proof} + +\begin{theorem}[48]\hypertarget{thm48}{} (Uniform continuity.)\label{t48p89}\index{Uniform continuity}\index{Continuity!uniform}\index{Function!uniform continuity of} +If a function is continuous on a finite interval $\interval{a}{b}$, +then for every $\varepsilon>0$ there exists a $\delta_{\varepsilon}>0$ +such that for any two values of $x$, $x_1$, and $x_2$, on +$\interval{a}{b}$ where $|x_1-x_2|< \delta_{\varepsilon}$, +$|f(x_1)-f(x_2)|< \varepsilon$. +\end{theorem} + +\begin{proof} +This theorem may be inferred in an obvious way from the preceding +theorem, or it may be proved directly as follows: + +By Theorem~\hyperlink{thm27}{27}, for every $\varepsilon$ there exists a neighborhood +$V_{\varepsilon}(x')$ of every $x'$ of $\interval{a}{b}$ such that if +$x_1$ and $x_2$ are on \correction{$V_\varepsilon(x')$}{$V (x')$}, +then $|f(x_1)-f(x_2)|< \varepsilon$. The $V_{\varepsilon}(x)$'s +constitute a set of segments which cover $\interval{a}{b}$. Hence, by +Theorem~\hyperlink{thm12}{12}, there is a $\delta_{\varepsilon}$ such that if $|x_1-x_2|\text{\correction{$<$}{$>$}} +\delta_{\varepsilon}$, $x_1$ and $x_2$ are on the same +\correction{$V_\varepsilon(x')$}{$V (x')$} and +consequently $|f(x_1)-f(x_2)|< \varepsilon$. +\end{proof} + +The uniform continuity theorem is due to \textsc{E.~Heine}.\footnote{% + \textsc{E.~Heine:} \textit{Die Elemente der Functionenlehre}, + Crelle, Vol.~74 (1872), p.~188.} +The proof given by him is essentially that given above. + +In 1873 \textsc{L\"uroth}\footnote{% + \textsc{L\"uroth:} \textit{Bemerkung \"uber Gleichm\"assige + Stetigkeit}, Mathematische Annalen, Vol.~6, p.~319.} +gave another proof of the theorem which is based on the following +definition of continuity: + +A single-valued function is continuous at a point $x=a'$ if for every +positive $\varepsilon$ there exists a $\delta_{\varepsilon}$, such +that for every $x_1$ and $x_2$ on the interval +$\interval{a-\delta_{\varepsilon}}{a + \delta_{\varepsilon}}$, +$|f(x_1)-f(x_2)|< \varepsilon$ (Theorem~\hyperlink{thm45}{45}). + +By Theorem~\hyperlink{thm42}{42} there exists a greatest $\delta$ for a given point and +for a given $\varepsilon$. Denote this by +$\Delta_{\varepsilon}(x)$. If the function is continuous at every +point of $\interval{a}{b}$, then for every $\varepsilon$ there will be +a value of $\Delta_{\varepsilon}(x)$ for every point of the interval, +i.e., $\Delta_{\varepsilon}(x)$, for any particular $\varepsilon$, +will be a single-valued function of $x$. +%-----File: 102.png---Folio 90------- + +The essential part of \textsc{L\"uroth's} proof consists in +establishing the following fact: If $f(x)$ is continuous at every +point of its interval, then for any particular value of $\varepsilon$ +the function $\Delta_\varepsilon(x)$ is also a continuous function of +$x$. From this it follows by Theorem~\hyperlink{thm50}{50} that the function +$\Delta_\varepsilon(x)$ will actually reach its greatest lower bound, +that is, will have a minimum value; and this minimum value, like all +other values of $\delta_\varepsilon$, will be positive.\footnote{% + It is interesting to note that this proof will not hold if the + condition of Theorem~\hyperlink{thm26}{26} is used as a definition of continuity. On + this point see \textsc{N.~J. Lennes}: The Annals of Mathematics, + second series, Vol.~6, p.~86.} +This minimum value of \correction{$\Delta_\varepsilon(x)$}{$\Delta$} +on the interval under consideration will be effective as a +$\delta_\varepsilon$, independent of $x$. + +The property of a continuous function exhibited above is called +uniform continuity, and Theorem~\hyperlink{thm48}{48} may be briefly stated in the form: +\emph{Every function continuous on an interval is uniformly continuous +on that interval.}\footnote{% + It should be noticed that this theorem does not hold if ``segment'' + is substituted for ``interval,'' as is shown by the function + $\dfrac1x$ on the segment $\overline{0\ 1}$, which is continuous but + not uniformly continuous. The function is defined and continuous for + every value of $x$ on this \textit{segment}, but not for every value + of $x$ on the \emph{interval} $\interval{0}{1}$.} + +This theorem is used, for example, in proving the integrability of +continuous functions. See page~\pageref{t98p157}. + +\begin{theorem}[49]\hypertarget{thm49}{} +If a function is continuous on an interval $\interval{a}{b}$, it is +bounded on that interval. +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm46}{46} the interval $\interval{a}{b}$ can be divided into a +finite number of intervals, such that the oscillation on each interval +is less than a given positive number $\varepsilon$. If the number of +intervals is $n$, then the oscillation on the interval $\interval{a}{b}$ is less than $n\varepsilon$. Since the function is defined at all +points of the interval, its value being $f(x_1)$ at some point $x_1$, +it follows that every value of $f(x)$ on $\interval{a}{b}$ is less +than $f(x_1) +n\varepsilon$ and greater than $f(x_1)-n\varepsilon$; +which proves the theorem. +\end{proof} + +\begin{theorem}[50]\hypertarget{thm50}{} +If a function $f(x)$ is continuous on an interval +%-----File: 103.png---Folio 91------- +$\interval{a}{b}$, then the function assumes as values its least upper +and its greatest lower bound. +\end{theorem} + +\begin{proof} +By the preceding theorem the function is bounded and hence the least +upper and greatest lower bounds are finite. By Theorem~\hyperlink{thm19}{19} there is a +point $k$ on the interval $\interval{a}{b}$ such that the least upper +bound of the function on every neighborhood of $x=k$ is the same as +the least upper bound on the interval $\interval{a}{b}$. Denote the +least upper bound of $f(x)$ on $\interval{a}{b}$ by $B$. It follows +from Theorem~\hyperlink{thm43}{43} that $B$ is a value approached by $f(x)$ as $x$ +approaches $k$. But since $\displaystyle \mathop{L}_{x\doteq k} f(x) +=f(k)$, the function being continuous at $x=k$, we have that $f(k) = +B$. In the same manner we can prove that the function reaches its +greatest lower bound. +\end{proof} + +\begin{corollary} +If $k$ is a value not assumed by a continuous function on an interval +$\interval{a}{b}$, then $f(x)-k$ or $k-f(x)$ is a continuous function +of $x$ and assumes its least upper and greatest lower bounds. That is, +there is a definite number $\Delta$ which is the least difference +between $k$ and the set of values of $f(x)$ on the interval +$\interval{a}{b}$. +\end{corollary} + +\begin{theorem}[51]\hypertarget{thm51}{} +If a function is continuous on an interval $\interval{a}{b}$, then the +function takes on all values between its least upper and its greatest +lower bound. +\end{theorem} + +\begin{proof} +If there is a value $k$ between these bounds which is not assumed by a +continuous function $f(x)$, then by the corollary of the preceding +theorem there is a value $\Delta$ such that no values of $f(x)$ are +between $k-\Delta$ and $k+\Delta$. With $\varepsilon$ less than +$\Delta$ divide the interval $\interval{a}{b}$ into subintervals +according to Theorem~\hyperlink{thm47}{47}, such that the oscillation on every interval +is less than $\varepsilon$. No interval of this set can contain values +of $f(x)$ both greater and less than $k$, and no two consecutive +intervals can contain such values. Suppose the values of $f(x)$ on the +first interval of this set are all greater than $k$, then the same is +%-----File: 104.png---Folio 92------- +true of the second interval of the set, and so on. Hence it follows +that all values of $f(x)$ on $\interval{a}{b}$ are either greater than +or less than $k$, which is contrary to the hypothesis that $k$ lies +between the least upper and the greatest lower bounds of the function +on $\interval{a}{b}$. Hence the hypothesis that $f(x)$ does not assume +the value $k$ is untenable. +\end{proof} + +By the aid of Theorem~\hyperlink{thm51}{51} we are enabled to prove the following: + +\begin{theorem}[51a]\hypertarget{thm51a}{} +If $f_1(x)$ is continuous at every point of an interval $\interval{a'}{b'}$ except at a certain point $a$, and if +\[ + \mathop{L}_{x \doteq a} f_1(x) = +\infty \text{ \textit{and} } + \mathop{L}_{x \doteq a} f_2(x) =-\infty, +\] +then for every $b$, finite or $+\infty$ or $-\infty$, there exist two +sequences of points, $[x_i]$ and $[x'_i]$ ($i=0, 1, 2, \ldots$), each +sequence having a as a limit point, such that +\[ + \mathop{L}_{i \doteq \infty} \{ f_1(x_i) + f_2(x'_i) \} = b. +\] +\end{theorem} + +\begin{proof} +Let $[x'_i]$ be any sequence whatever on $\interval{a'}{b'}$ having +$a$ as a limit point, and let $x_0$ be an arbitrary point of +$\interval{a'}{b'}$. Since $f_1(x)$ assumes all values between +$f_1(x_0)$ and $+\infty$, and since $\displaystyle\mathop{L}_{x \doteq +a} f_2(x) =-\infty$, it follows, in case $b$ is finite, that for every +$i$ greater than some fixed value there exists an $x_i$ such that +\[ + f_1(x_i) + f_2(x'_i) = b. +\] +In case $b = +\infty$, $x_i$ is chosen so that +\[ + f_1(x_i) + f_2(x'_i) > i.\qedhere +\] +\end{proof} + +\begin{corollary} +Whether $f_1(x)$ and $f_2(x)$ are continuous or not, if +$\displaystyle\mathop{L}_{x \doteq a} f_1(x) = +\infty$ and +$\displaystyle\mathop{L}_{x \doteq a} f_2(x) =-\infty$, there exists a +pair of +%-----File: 105.png---Folio 93------- +sequences $[x_i]$ and $[x_i']$ such that +\[ + \mathop{L}_{i\doteq\infty} \{f_1(x_i)+f_2(x_i)\} +\] +is $+\infty$ or $-\infty$. +\end{corollary} + +\begin{theorem}[52]\hypertarget{thm52}{} +If $y$ is a function, $f(x)$, of $x$, monotonic and continuous on an +interval $\interval{a}{b}$, then $x=f^{-1}(y)$ is a function of $y$ +which is monotonic and continuous on the interval $\interval{f(a)}{f(b)}$. +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm20}{20} the function $f^{-1}(y)$ is monotonic and has as upper +and lower bounds $a$ and $b$. By Theorems~50 and 51 the function is +defined for every value of $y$ between and including $f(a)$ and $f(b)$ +and for no other values. We prove the function continuous on the +interval $\interval{f(a)}{f(b)}$ by showing that it is continuous at +any point $y=y_1$ on this interval. As $y$ approaches $y_1$ on the +interval $\interval{f(a)}{{y_1}}$, $f^{-1}(y)$ approaches a definite +limit $g$ by Theorem~\hyperlink{thm25}{25}, and by Theorem~\hyperlink{thm40}{40} $a<g\leqq f^{-1}(y_1)\leqq +b$. If $g<f^{-1}(y_1)$, then for values of $x$ on the interval +$\interval{g}{f(y_1)}$ there is no corresponding value of $y$, +contrary to the hypothesis that $f(x)$ is defined at every point of +the interval $\interval{a}{b}$. Hence $g=f^{-1}(y_1)$, and by similar +reasoning we show that $f^{-1}(y)$ approaches $f^{-1}(y_1)$ as $y$ +approaches $y_1$ on the interval, $\interval{y_1}{f^{-1}(b)}$. +\end{proof} + +\begin{theorem}[53]\hypertarget{thm53}{} +If $f(x)$ is single-valued and continuous with $A$, $B$ as lower and +upper bounds, on an interval $\interval{a}{b}$ and has a single-valued +inverse on the interval, $\interval{A}{B}$ then $f(x)$ is monotonic on +$\interval{a}{b}$. +\end{theorem} + +\begin{proof} +If $f(x)$ is not monotonic, then there must be three values of $x$, +\[ + x_1<x_2<x_3, +\] +such that either +\[ + f(x_1)\leqq f(x_2)\geqq f(x_3) +\] +or +\[ + f(x_1)\geqq f(x_2)\leqq f(x_3). +\] +In either case, if one of the equality signs holds, the hypothesis +that $f(x)$ has a single-valued inverse is contradicted. If there +%-----File: 106.png---Folio 94------- +are no equality signs, it follows by Theorem~\hyperlink{thm51}{51} that there are two +values of $x$, $x_4$ and $x_5$, such that +\[ + x_1 < x_4 < x_2 < x_5 < x_3, +\] +and $f(x_4) =f(x_5)$, in contradiction with the hypothesis that $f(x)$ +has a single-valued inverse. +\end{proof} + +\begin{corollary} +If $f(x)$ is single-valued, continuous, and has a single-valued +inverse on an interval $\interval{a}{b}$, then the inverse function is +monotonic on $\interval{A}{B}$. +\end{corollary} + +\section{Functions Continuous on an Everywhere Dense Set.}\hypertarget{chVsec3}{}%[3] + +\begin{theorem}[54]\hypertarget{thm54}{} +If the functions $f_1(x)$ and $f_2(x)$ are continuous on the interval +$\interval{a}{b}$, and if $f_1(x)=f_2(x)$ on a set everywhere dense, +then $f_1(x) =f_2(x)$ on the whole interval.\footnote{% + I.e., if a function $f(x)$, continuous on an interval $\interval{a}{ b}$, is known on an everywhere dense set on that interval, it is + known for every point on that interval.} +\end{theorem} + +\begin{proof} +Let $[x']$ be the set everywhere dense on $\interval{a}{b}$ for which, +by hypothesis, $f_1(x) = f_2(x)$. Let $x''$ be any point of the +interval not of the set $[x']$. By hypothesis $x''$ is a limit point +of the set $[x']$, and further $f_1(x)$ and $f_2(x)$ are continuous at +$x=x''$. Hence +\begin{align*} + \mathop{L}_{x \doteq x''} f_1(x) &= f_1(x'') +\\ +\intertext{and } + \mathop{L}_{x \doteq x''} f_2(x) &= f_2(x''). +\\ +\intertext{But by Theorem~\hyperlink{thm41}{41} } + \mathop{L}_{x'\doteq x''} f_1(x') + &= \mathop{L}_{x \doteq x''} f_1(x ), +\\ +\intertext{and by Theorem~\hyperlink{thm41}{41} } + \mathop{L}_{x'\doteq x''} f_2(x') + &= \mathop{L}_{x \doteq x''} f_2(x ). +\\ +\intertext{Therefore } +f_1(x'') &= f_2(x'').\qedhere +\end{align*} +\end{proof} +%-----File: 107.png---Folio 95------- + +\begin{definition} +On an interval $\interval{a}{b}$ a function $f(x')$ is +\textit{uniformly continuous} over a set $[x']$ if for every +$\varepsilon >0$ there exists a $ \delta_\varepsilon > 0$ such that +for any two values of $x'$, $x_1'$, and $x_2'$ an $\interval{a}{b}$, +for which $ |x_1'-x_2'| < \delta_\varepsilon$, $|f(x_1')-f(x_2')| < +\varepsilon$. +\end{definition} + +\begin{theorem}[55]\hypertarget{thm55}{} +If a function $f(x')$ is defined on a set everywhere dense on the +interval $\interval{a}{b}$ and is uniformly continuous over that set, +then there exists one and only one function $f(x)$ defined on the full +interval $\interval{a}{b}$ such that: +\begin{enumerate} +\item[\textnormal{(1)}] $f(x)$ is identical with $f(x')$ where $f(x')$ is defined. + +\item[\textnormal{(2)}] $f(x)$ is continuous on the interval $\interval{a}{b}$. +\end{enumerate} +\end{theorem} + +\begin{proof} +Let $x''$ be any point on the interval $\interval{a}{b}$, but not of +the set $[x']$. We first prove that +\[ + \mathop{L}_{x' \doteq x''} f(x') +\] +exists and is finite. By the definition of uniform continuity, for +every $\varepsilon$ there exists a $\delta_\varepsilon$ such that for +any two values of $x'$, $x_1'$, and $x_2'$, where $|x_1'-x_2'| < +\delta_\varepsilon$, $|f(x_1')-f(x_2)| < \varepsilon $. Hence we have +for every pair of values $x_1'$ and $x_2'$ where $|x_1'-x''|< \dfrac +{\delta_\varepsilon}{2}$ and $|x_2'-x''| < +\dfrac{\delta_\varepsilon}{2}$ that $|f(x_1')-f(x_2')|< +\varepsilon$. By Theorem~\hyperlink{thm23}{23} this is a sufficient condition that +\[ + \mathop{L}_{x' \doteq x''}f(x') +\] +shall exist and be finite. + +Let $f(x)$ denote a function identical with $f(x')$ on the set $[x']$ +and equal to +\[ + \mathop{L}_{x' \doteq x''} f(x') +\] +at all points $x''$. This function is defined upon the continuum, +%-----File: 108.png---Folio 96------- +since all points $x''$ on $\interval{a}{b}$ are limit points of the +set $[x']$. Hence the function has the property that $\displaystyle +\mathop{L}_{x_1\doteq x} f(x')=f(x)$ for every $x$ of $\interval{a}{b}$. + +We next prove that $f(x)$ is continuous at every point on the interval +$\interval{a}{b}$, in other words that $f(x)$ cannot approach a value +$b$ different from $f(x_1)$ as $x$ approaches $x_1$. We already know +that $f(x)$ approaches $f(x_1)$ on the set $[x']$. If $b$ is another +value approached, then for every positive $\varepsilon$ and $\delta$ +there is an $x_{\varepsilon\delta}$ such that +\hypertarget{eq1p97}{\[ + |x_{\varepsilon\delta}-x_1|<\delta, + \qquad|f(x_{\varepsilon\delta})-b|<\varepsilon.\tag{1} +\]} +Since $f(x_{\varepsilon\delta}) =\displaystyle\mathop{L}_{x'\doteq +x_{\varepsilon\delta}} f(x')$ we have that for every $\varepsilon>0$ +there exists a $\delta_\varepsilon>0$ such that for every $x'$ for +which $|x'-x_{\varepsilon\delta}|<\delta_\varepsilon$, +\hypertarget{eq2p97}{\[ + |f(x')-f(x_{\varepsilon\delta})|<\varepsilon. \tag{2} +\]} +From \hyperlink{eq1p97}{(1)} and \hyperlink{eq2p97}{(2)} we have +\hypertarget{eq3p97}{\[ + |f(x')-b|<2\varepsilon. \tag{3} +\]} +Since the $\delta$ of \hyperlink{eq1p97}{(1)} is any positive number, there is an +$x_{\varepsilon\delta}$ on every neighborhood of $x_1$ and hence by +\hyperlink{eq2p97}{(2)} and \hyperlink{eq3p97}{(3)} an $x'$ on every neighborhood of $x_1$ such that +$|f(x')-b| <2\varepsilon$, $\varepsilon$ being arbitrary and $b$ a +constant different from $f(x_1'')$. But this is contrary to the fact +proved above, that $\displaystyle \mathop{L}_{x'\doteq x_1}f(x')$ +exists and is equal to $f(x_1)$. Hence the function is continuous at +every point of the interval $\interval{a}{b}$. The uniqueness of the +function follows directly from Theorem~\hyperlink{thm54}{54}. +\end{proof} + +This theorem can be applied, for example, to give an elegant +definition of the exponential function (see Chap.~\hyperlink{chapIII}{III}). We first show +that the function $a^\frac mn$ is uniformly continuous on the set of +all rational values between $x_1$ and $x_2$, and then define +%-----File: 109.png---Folio 97------- +$a^x$ on the continuum as that continuous function which coincides +with $a^\frac mn$ for the rational values $\dfrac mn$. The properties +of the function then follow very easily. It will be an excellent +exercise for the reader to carry out this development in detail. + + +\section{The Exponential Function.}\hypertarget{chVsec4}{}%[4] +\label{s4p97} +Consider the function defined by the infinite series +\[ +1+x+\frac{x^2}{2!}+\frac{x^3}{3!}+\ldots+\frac{x^n}{n!}+\ldots. +\tag{1} +\] +Applying the ratio test for the convergence of infinite series we have +\[ + \frac{x^n}{n!}\div\frac{x^{n-1}}{(n-1)!}=\frac xn. +\] +If $n'$ is a fixed integer larger than $x$, this ratio is always less +than $\dfrac x{n'}<1$. The series~(1) therefore converges absolutely +for every value of $x$, and we may denote its sum by +\[ + e(x). +\] + +From Chap.~\hyperlink{chapI}{I}, page~\pageref{t7p17}, we have that +\[ + e(1)= \mathop{L}_{n\doteq\infty} \left(1+\frac1n\right)^n =e. +\] + +\begin{theorem}[56]\hypertarget{thm56}{} +\[ + \mathop{L}_{n\doteq\infty} \left(1+\frac xn\right)^n, +\] +where $[n]$ is the set of all positive integers, exists and is equal +to $e(x)$ for all values of $x$. +\end{theorem} +%-----File: 110.png---Folio 98------- +\begin{proof} +Let +\[ +E_n(x) = \sum_{k=0}^n\frac{x^k}{k!} +\] +(where $0! = 1$). +Then, since +\[ + \left(1+\frac xn\right)^n + = 1 + \frac{n!}{(n-1)!} \cdot\frac xn + + \frac{n!}{(n-2)!\cdot 2!} \left(\frac xn\right)^2 + \ldots + + \frac{n!}{n!} \left(\frac xn\right)^n, +\] +it follows that +\begin{align*} + \left|E_n(x)-\left(1+\frac xn\right)^n\right| + &= \left|\sum_{k=2}^n\left(\frac1{k!}- + \frac{n!}{(n-k)!\cdot k!\,n^k} \right)x^k\right| +\\ + &\leqq \sum_{k=2}^n\left(\frac1{k!}- + \frac{n(n-1)\ldots(n-k+1)}{k!\,n^k} \right)\cdot|x^k| +\\ + &<\sum_{k=2}^n \frac{n^k-(n-k+1)^k}{k!\,n^k}\cdot|x^k|. +\end{align*} +Now, since +\begin{multline*} + n^k-(n-k+1)^k = (k-1)\{n^{k-1}+n^{k-2}\cdot(n-k+1)+\ldots +\\ + +(n-k+1)^{k-1}\} < (k-1)k\cdot n^{k-1}, +\end{multline*} +it follows that +\[ + \left|E_n(x)-\left(1+\frac xn\right)^n\right| + < \sum_{k=2}^n \frac{|x|^k}{(k-2)!\cdot n} + < \frac{x^2\cdot e(|x|)}{n}. +\] +For a fixed value of $x$, therefore, we have +\[ + \left(1+\frac xn\right)^n = E_n(x)+\varepsilon_1(n), +\] +where $\varepsilon_1(n)$ is an infinitesimal as $n\doteq\infty$. + +At the same time +\[ + e(x) = E_n(x) + \varepsilon_2(n), +\] +where $\varepsilon_2(n)$ is an infinitesimal as $n\doteq\infty$. +Hence +\[ + \mathop{L}_{n\doteq\infty} \left(1+\frac xn\right)^n = e(x).\qedhere +\] +\end{proof} +%-----File: 111.png---Folio 99------- +\begin{theorem}[57]\hypertarget{thm57}{} +\[ + \mathop{L}_{z\doteq \infty} \left(1+\frac xz\right), +\] +where $[z]$ is the set of all real numbers, exists and is equal to +$e(x)$. +\end{theorem} + +\begin{proof} +If $z$ is any number greater than $1$, let $n_z$ be the integer such +that +\[ + n_z\leqq z<n_z+1. +\] +Hence, if $x>0$, +\[ + 1+\frac x{n_z}\geqq1+\frac xz >1+\frac x{n_z+1}. +\tag{1} +\] +Hence +\[ + \left(1+\frac x{n_z}\right)^{n_z+1}\geqq + \left(1+\frac xz\right)^z > + \left(1+\frac x{n_z+1}\right)^{n_z}, +\tag{2} +\] +or +\[ + \left(1+\frac x{n_z}\right) + \left(1+\frac x{n_z}\right)^{n_z} \geqq + \left(1+\frac xz\right)^z > + \left(1+\frac x{n_z+1}\right)^{n_z+1}\cdot + \frac{1}{1+\frac{x}{n_z+1}}. +\tag{3} +\] +Since +\begin{alignat*}{2} + \mathop{L}_{z\doteq\infty} \left(1+\frac x{\text{\correction{$n_z$}{$n$}}}\right) + &=1, + &\text{ and } + \mathop{L}_{z\doteq\infty}\left(1+\frac x{n_z+1}\right) + &=1,\\ +\intertext{and} + \mathop{L}_{z\doteq\infty}\left(1+\frac x{n_z}\right)^{n_z} + &=e(x), + &\text{and} + \mathop{L}_{z\doteq\infty} \left(1+\frac x{n_z+1}\right)^{n_z+1}&=e(x), +\end{alignat*} +the inequality~(3), together with Corollary~\hyperlink{cor3p82}{3}, Theorem~\hyperlink{thm40}{40}, leads to +the result: +\[ + \mathop{L}_{z\doteq\infty} \left(1+\frac xz\right)^z=e(x). +\] + +The argument is similar if $x<0$. +\end{proof} + +\begin{corollary} +\[ + \mathop{L}_{z\doteq\infty} \left(1+\frac xz\right)^z=e(x), +\] +where $[z]$ is any set of numbers with limit point $+\infty$. +\end{corollary} + +\begin{theorem}[58]\hypertarget{thm58}{}\label{t58p99} +The function $e(x)$ is the same as $e^x$ where +\[ + e=1+1+\frac1{2!}+\frac1{3!}+\ldots +\] +\end{theorem} +%-----File: 112.png---Folio 100------ + +\begin{proof} +By the continuity of $z^x$ as a function of $z$ (see Corollary~\hyperlink{cor2p81}{2} of +Theorem~\hyperlink{thm39}{39}), it follows that, since +\begin{align*} + \mathop{L}_{n\doteq \infty}\left(1+\frac1n\right)^n &= e,\\ + \mathop{L}_{n\doteq \infty}\left(1+\frac1n\right)^{nx} &= e^x. +\end{align*} +But +\[ + \left(1+\frac1n\right)^{nx} + = \left(1+\frac x{nx}\right)^{nx} + = \left(1+\frac xz\right)^z, +\] +where $z=nx$. Hence by Theorem~\hyperlink{thm39}{39} +\[ + e^x = \mathop{L}_{z\doteq \infty}\left(1+\frac xz\right)^z, +\] +and by the corollary of Theorem~\hyperlink{thm57}{57} the latter expression is equal to +$e(x)$. Hence we have +\hypertarget{eq1p100}{\[ + e^x = 1+x+\frac{x^2}{2!}+\frac{x^3}{3!}+\ldots.\tag{1} +\]} +\hyperlink{eq1p100}{(1)} is frequently used as the definition of $e^x$, $a^x$ being defined +as $e^x\cdot\log_e a$. +\end{proof} +%-----File: 113.png---Folio 101------ + + + +\chapter{INFINITESIMALS AND INFINITES.}\hypertarget{chapVI}{}%[VI] + +\section{The Order of a Function at a Point.}\hypertarget{chVIsec1}{}%[1] + +An infinitesimal has been defined (page~\pageref{dp75}) as a function +$f(x)$ such that +\[ + \mathop{L}_{x \doteq a} f(x)=0. +\] + +A function which is unbounded in every vicinity of $x=a$ is said to +have an \index{Function!infinite at a point}\textit{infinity} at $a$, to be or become \index{Infinite}infinite at $x=a$, +or to have an \index{Singularity}\textit{infinite singularity} at $x=a$.\footnote{% + It is perfectly compatible with these statements to say that while + $f(x)$ has an infinite singularity at $x=a$, $f(a)=0$ or any other + finite number. For example, a function which is $\dfrac{1}{x}$ for + all values of $x$ except $x=0$ is left undefined for $x=0$ and hence + at this point the function may be defined as zero or any other + number. This function illustrates very well how a function which has + a finite value at every point may nevertheless have infinite + singularities.} +The reciprocal of an infinitesimal at $x=a$ is infinite at this point. + +A function may be infinite at a point in a variety of ways: +\begin{enumerate} +\item[(\textit{a})] It may be monotonic and approach $+\infty$ or +$-\infty$ as $x \doteq a$; for example, $\dfrac{1}{x}$ as $x$ +approaches zero from the positive side. +\item[(\textit{b})] It may oscillate on every neighborhood of $x=a$ +and still approach $+\infty$ or $-\infty$ as a unique limit; for +example, +\[ + \frac{\sin\dfrac{1}{x}+2}{x} +\] +as $x$ approaches zero. +%-----File: 114.png---Folio 102------ +\item[(\textit{c})] It may approach any set of real numbers or the set +of all real numbers; an example of the latter is +\[ + \frac{\sin\dfrac1x}{x} +\] +as $x$ approaches zero. See Fig.~\hyperlink{fig13}{13}, page~\pageref{fig13}. +\item[(\textit{d})] $+\infty$ and $-\infty$ may both be approached +while no other number is approached; for example, +$\frac1x$ as $x$ approaches zero from both sides. +\end{enumerate} +\begin{defnorder}\index{Order of function} +If $f(x)$ and $\phi(x)$ are two functions such that in some +neighborhood $V^*(a)$ neither of them changes sign or is zero, and if +\[ + \mathop{L}_{x \doteq a} \frac{f(x)}{\phi(x)} = k, +\] +where $k$ is finite and not zero, then $f(x)$ and $\phi(x)$ are said +to be of the \textit{same order} at $x=a$. If +\[ + \mathop{L}_{x \doteq a} \frac{f(x)}{\phi(x)} = 0, +\] +then $f(x)$ is said to be \textit{infinitesimal with respect to} +$\phi(x)$, and $\phi(x)$ is said to be \index{Infinite}\textit{infinite with respect +to} $f(x)$. If +\[ + \mathop{L}_{x \doteq a} \frac{f(x)}{\phi(x)} = +\infty \text{ or }-\infty, +\] +then, by Theorem~\hyperlink{thm37}{37}, $\phi(x)$ is infinitesimal with respect to +$f(x)$, and $f(x)$ infinite with respect to $\phi(x)$. If $f(x)$ and +$\phi(x)$ are both infinitesimal at $x=a$, and $f(x)$ is infinitesimal +with respect to $\phi(x)$, then $f(x)$ is infinitesimal of a +\textit{higher order} than $\phi(x)$, and $\phi(x)$ of \textit{lower +order} than $f(x)$. If $\phi(x)$ and $f(x)$ are both infinite at +$x=a$, and $f(x)$ is infinite with respect to $\phi(x)$, then $f(x)$ +is +%-----File: 115.png---Folio 103------ +infinite of higher order than $\phi(x)$, and $\phi(x)$ is infinite of +lower order than $f(x)$.\footnote{% + This definition of order is by no means as general as it might possibly + be made. The restriction to functions which are not zero and do not change + sign may be partly removed. The existence of + \[ + \underset{x\doteq a}L\frac{f(x)}{\phi(x)} + \] + is dispensed with for + some cases in \hyperlink{chVIsec4}{\S~4} on Rank of Infinitesimals and Infinites. For an + account of still further generalizations (due mainly to + \textsc{Cauchy}) see \textsc{E.~Borel}, \textit{S\'eries \correction{\`a}{a} Termes + Positifs}, Chapters III and IV, Paris, 1902. An excellent treatment + of the material of this section together with extensions of the + concept of order of infinity is due to \label{borlottip103}\textsc{E.~Borlotti}, {\it + Calcolo degli Infinitesimi}, Modena, 1905 (62 pages).} +\end{defnorder} + +The independent variable $x$ is usually said to be an infinitesimal of +the first order as $x$ approaches zero, $x^2$ of the second order, +etc. Any constant $\neq 0$ is said to be infinite of zero order, +$\dfrac{1}{x}$ is of the first order, $\dfrac{1}{x^2}$ of the second +order, etc. This usage, however, is best confined to analytic +functions. In the general case there are no two infinitesimals of +consecutive order. Evidently there are as many different orders of +infinitesimals between $x$ and $x^2$ as there are numbers between $1$ +and $2$; i.e., $x^{1+k}$ is of higher order than $x$ for every +positive value of $k$. + +Since $\displaystyle\mathop{L}_{x\doteq +a}\frac{f_1(x)}{f_2(x)}=\frac1k$ whenever +$\displaystyle\mathop{L}_{x\doteq a}\frac{f_2(x)}{f_1(x)}=k$, we have +\begin{theorem}[59]\hypertarget{thm59}{} +If $f_1(x)$ is of the same order as $f_2(x)$, then $f_2(x)$ is of the +same order as $f_1(x)$. +\end{theorem} +\begin{theorem}[60]\hypertarget{thm60}{} +The function $cf(x)$ is of the same order as $f(x)$, $c$ being any +constant not zero. +\end{theorem} +\begin{proof} +By Theorem~\hyperlink{thm34}{34}, $\displaystyle\mathop{L}_{x\doteq +a}\frac{cf(x)}{f(x)}=c$. +\end{proof} +\begin{theorem}[61]\hypertarget{thm61}{} +If $f_1(x)$ is of the same order as $f_2(x)$, and $f_2(x)$ is of the +same order as $f_3(x)$, then $f_1(x)$ and $f_3(x)$ are of the same +order. +\end{theorem} +%-----File: 116.png---Folio 104------ + +\begin{proof} +By hypothesis +$\displaystyle\mathop{L}_{x \doteq a} \frac{f_1(x)}{f_2(x)}=k_1$ and +$\displaystyle\mathop{L}_{x \doteq a} \frac{f_2(x)}{f_3(x)}=k_2$. +By Theorem~\hyperlink{thm34}{34}, +\[ + \displaystyle\mathop{L}_{x \doteq a} \frac{f_1(x)}{f_2(x)} \cdot + \mathop{L}_{x \doteq a} \frac{f_2(x)}{f_3(x)} = + \mathop{L}_{x \doteq a} \frac{f_1(x)}{f_3(x)}. +\] +(By definition, $f_2(x) \neq 0$ and $f_3(x)\neq 0$ for some +neighborhood of $x=a$.) Hence +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x)}{f_3(x)} = k_1 \cdot k_2.\qedhere +\] +\end{proof} + +\begin{theorem}[62]\hypertarget{thm62}{} +If $f_1(x)$ and $f_2(x)$ are infinitesimal (infinite) and neither is +zero or changes sign on some $V^*(a)$, then $f_1(x)\cdot f_2(x)$ is +infinitesimal (infinite) of a higher order than either. +\end{theorem} + +\begin{proof} +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x) \cdot f_2(x)}{f_2(x)} = + \mathop{L}_{x \doteq a} f_1(x) = 0.\ (\pm \infty.)\qedhere +\] +\end{proof} + +\begin{theorem}[63]\hypertarget{thm63}{} +If $f_1(x)$, $\ldots$, $f_n(x)$ have the same sign on some $V^*(a)$ +and if $f_2(x)$, $\ldots$, $f_n(x)$ are infinitesimal (infinite) of +the same or higher (lower) order than $f_1(x)$, then +\[ + f_1(x) + f_2(x) + f_3(x) + \ldots + f_n(x) +\] +is of the same order as $f_1(x)$, and if $f_2(x)$, $f_3(x)$, $\ldots$, +$f_n(x)$ are of higher (lower) order than $f_1(x)$, then $f_1(x) \pm +f_2(x) \pm f_3(x) \pm \ldots \pm f_n(x)$ is of the same order as +$f_1(x)$. +\end{theorem} + +\begin{proof} +We are to show that +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x) + f_2(x) + \ldots + + f_n(x)}{f_1(x)} = k \neq 0. +\] +By hypothesis, +\[ + \mathop{L}_{x \doteq a} \frac{f_2(x)}{f_1(x)} = k_2, \; + \mathop{L}_{x \doteq a} \frac{f_3(x)}{f_1(x)} = k_3, \; + \ldots, \; + \mathop{L}_{x \doteq a} \frac{f_n(x)}{f_1(x)} = k_n, +\] +and +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x)}{f_1(x)} = 1. +\] +%-----File: 117.png---Folio 105------ +Hence, by Theorem~\hyperlink{thm30}{30}, +\[ + \mathop{L}_{x \doteq a} \left\{% + \frac{f_1(x)}{f_1(x)} + + \frac{f_2(x)}{f_1(x)} + + \frac{f_3(x)}{f_1(x)} + + \ldots + + \frac{f_n(x)}{f_1(x)} \right\} = + 1 + k_2 \text{\correction{$+\ldots+$}{$\ldots$}} k_n = k \neq 0, +\] +since all the $k$'s are positive or zero. + +Similarly, under the second hypothesis, +\begin{align*} + \mathop{L}_{x \doteq a} \frac{f_1(x) \pm f_2(x) \pm \ldots \pm + f_n(x)}{f_1(x)} + & = \mathop{L}_{x \doteq a} \left\{% + \frac{f_1(x)}{f_1(x)} \pm \frac{f_2(x)}{f_1(x)} \pm \ldots \pm + \frac{f_n(x)}{f_1(x)} \right\}\\ + & = 1 + 0 + \ldots + 0 = 1.\qedhere +\end{align*} +\end{proof} + +\begin{theorem}[64]\hypertarget{thm64}{} +If $f_3(x)$ and $f_4(x)$ are infinitesimals with respect to $f_1(x)$ +and $f_2(x)$, then +\[ + \mathop{L}_{x \doteq a} + \frac{\{f_1(x) + f_3(x)\} \cdot \{f_2(x) + f_4(x)\}}{f_1(x)\cdot f_2(x)}=1. +\] +\end{theorem} + +\begin{proof} +\begin{align*} + &\mathop{L}_{x \doteq a} \frac{\{f_1(x) + f_3(x)\} \cdot \{f_2(x) + + f_4(x)\}}{f_1(x)\cdot f_2(x)} \\ + =&\mathop{L}_{x \doteq a} \frac{f_1(x)\cdot f_2(x) + f_1(x)\cdot + f_4(x) + f_3(x)\cdot f_2(x) + f_3(x)\cdot f_4(x)}{f_1(x)\cdot + f_2(x)} \\ + =&\mathop{L}_{x \doteq a} \frac{f_1(x)\cdot f_2(x)}{f_1(x)\cdot f_2(x)} + + \mathop{L}_{x \doteq a} \frac{f_1(x)\cdot f_4(x)}{f_1(x)\cdot + f_2(x)} + \mathop{L}_{x \doteq a} \frac{f_3(x) \cdot f_2(x)} + {f_1(x)\cdot f_2(x)} + \mathop{L}_{x \doteq a} \frac{f_3(x) \cdot + f_4(x)} {f_1(x)\cdot f_2(x)} = 1.\qedhere +\end{align*} +\end{proof} + + +\section{The Limit of a Quotient.}\hypertarget{chVIsec2}{}%[2] + +\begin{theorem}[65]\hypertarget{thm65}{} +If as $x \doteq a$, $\varepsilon_1(x)$ is an infinitesimal with +respect to $f_1(x)$ and $\varepsilon_2(x)$ with respect to $f_2(x)$, +then the values approached by +\[ + \frac{f_1(x) + \varepsilon_1(x)}{f_2(x) + \varepsilon_2(x)} + \quad \text{and} \quad + \frac{f_1(x)}{f_2(x)} +\] +as $x$ approaches $a$ are identical. +\end{theorem} +%-----File: 118.png---Folio 106------ + +\begin{proof} +This follows from the identity +\[ + \frac{f_1(x) + \varepsilon_1(x)}{f_2(x) + \varepsilon_2(x)} + = \frac{f_1(x)}{f_2(x)} \cdot + \frac{\left(1 + \dfrac{\varepsilon_1(x)}{f_1(x)}\right)}% + {\left(1 + \dfrac{\varepsilon_2(x)}{f_2(x)}\right)}, +\] +\correction{since}{Since} $\dfrac{\varepsilon_1(x)}{f_1(x)} $ and +$\dfrac{\varepsilon_2(x)}{f_2(x)}$ are infinitesimal. +\end{proof} + +\begin{corollary} +If $f_1(x)$ and $f_2(x)$ are infinite at $x=a$, then +\[ + \frac{f_1(x) + c} {f_2(x) + d} \quad + \text{and} \quad \frac{f_1(x)}{f_2(x)} +\] +approach the same values. +\end{corollary} + +\begin{theorem}[66]\hypertarget{thm66}{} +If $\displaystyle \mathop{L}_{x \doteq a} \dfrac{f_1(x)}{\phi_1(x)} = +\mathop{L}_{x \doteq a} \dfrac{f_2(x)}{\phi_2(x)} = k$, and if +$\displaystyle \mathop{L}_{x \doteq a} \frac{\phi_1(x)}{\phi_2(x)} = +l$\\ is finite, then +\[ + k = \mathop{L}_{x \doteq a} + \frac{f_1(x) + f_2(x)}{\phi_1(x) + \phi_2(x)} + = \mathop{L}_{x \doteq a_1} \frac{f_1(x)}{\phi_1(x)}, +\] +provided $l \neq-1$ if $k$ is finite, and provided $l>0$ if $k$ is +infinite. +\end{theorem} + +\begin{proof} +\begin{align*} + &\frac{f_1(x) + f_2(x)}{\phi_1(x) + + \phi_2(x)}-\frac{f_2(x)}{\phi_2(x)} = + \frac{f_1(x)\phi_2(x)-f_2(x)\phi_1(x)}{\phi_2(x)(\phi_1(x) + + \phi_2(x))},\\ + &\frac{f_1(x) + f_2(x)}{\phi_1(x) + \phi_2(x)} = + \frac{f_2(x)}{\phi_2(x)} + + \left(\frac{f_1(x)}{\phi_1(x)}-\frac{f_2(x)}{\phi_2(x)}\right) \cdot + \left(\frac{1}{1 + \dfrac{\phi_2(x)}{\phi_1(x)}} \right). +\end{align*} +In case $k$ is finite, the second term of the right-hand member is +evidently infinitesimal if $l \neq-1$ and the theorem is proved. In +the case where $k$ is infinite we write the above identity in the +following form: +\[ + \frac{f_1(x) + f_2(x)}{\phi_1(x) + \phi_2(x)} + = \frac{f_1(x)}{\phi_1(x)} \cdot \frac{1}{1 + + \dfrac{\phi_2(x)}{\phi_1(x)}} + \frac{f_2(x)}{\phi_2(x)} \cdot + \frac{1}{1 + \dfrac{\phi_1(x)}{\phi_2(x)}}. +\] +%-----File: 119.png---Folio 107------ +Both terms of the second member approach $+\infty$ or both $-\infty$ +if $l>0$. +\end{proof} +\begin{corollary} +If $\phi_1(x)$ and $\phi_2(x)$ are both positive for some $V^*(a)$, +and if $\displaystyle k=\mathop{L}_{x\doteq a} +\frac{f_1(x)}{\phi_1(x)} = \mathop{L}_{x\doteq a} +\frac{f_2(x)}{\phi_2(x)}$, then $\displaystyle\mathop{L}_{\text{\correction{$x\doteq a$}{$x=a$}}} +\frac{f_1(x)+f_2(x)}{\phi_1(x)+\phi_2(x)} = k$ +whenever $k$ is finite. If $k$ is infinite, the condition must be +added that $\dfrac{\phi_1(x)}{\phi_2(x)}$ has a finite upper and a +non-zero lower bound. +\end{corollary} + +\begin{theorem}[67]\hypertarget{thm67}{} +If $f_1(x)$ and $f_2(x)$ are both infinitesimals as $x\doteq a$, then +a necessary and sufficient condition that +\[ + \mathop{L}_{x\doteq a} \frac{f_1(x)}{f_2(x)} + =k\qquad \text{($k$ finite and not zero)} +\] +is that in the equation $f_1(x)=k\cdot f_2(x) + \varepsilon(x)$, +$\varepsilon(x)$ is an infinitesimal of higher order than $f_1(x)$ or +$f_2(x)$. +\end{theorem} + +\begin{proof} +(1) \emph{The condition is necessary.}---Since + $\displaystyle\mathop{L}_{x\doteq a} \frac{f_1(x)}{f_2(x)}=k$, +\[ + \frac{f_1(x)}{f_2(x)}=k+\varepsilon'(x), +\] +or $f_1(x)=f_2(x)\cdot k+f_2(x)\cdot\varepsilon'(x)$, where +$\displaystyle\mathop{L}_{x\doteq a} \varepsilon'(x)=0$ (Theorem~\hyperlink{thm31}{31}). +By Theorems \hyperlink{thm60}{60} and \hyperlink{thm61}{61}, $f_1(x)$ and $f_2(x)\cdot k$ are of the same +order, since $k\neq0$, while by Theorem~\hyperlink{thm62}{62} $\varepsilon'(x)\cdot +f_2(x)$ is of higher order than either $f_1 (x)$ or $f_2(x)$. Hence +the function $\varepsilon(x) = \varepsilon'(x)\cdot f_2(x)$ is +infinitesimal. + +(2) \emph{The condition is sufficient.}---By hypothesis $f_1(x) = +f_2(x)\cdot k + \varepsilon(x)$, where $f_1(x)$ and $f_2(x)$ are of +the same order as $x\doteq a$, while $\varepsilon(x)$ is of higher +order than these. Let $\varepsilon'(x) +=\dfrac{\varepsilon(x)}{f_2(x)}$, which by hypothesis is an +infinitesimal. We then have $\dfrac{f_1(x)}{f_2(x)} =k+ +\varepsilon'(x)$. Hence, by Theorem~\hyperlink{thm31}{31}, $\displaystyle +\mathop{L}_{x\doteq a} \dfrac{f_1(x)}{f_2(x)}=k$. +\end{proof} +%-----File: 120.png---Folio 108------ + +\section[Indeterminate Forms]{Indeterminate Forms.\footnotemark}\hypertarget{chVIsec3}{}%[3] +\footnotetext{% +The theorems of this section are to be used in \hyperlink{chVIIsec6}{\S~6} of Chap.~\hyperlink{chapVII}{VII}.} + +\begin{lemma} +If $\dfrac ab$ and $\dfrac cd$ are any two fractions such, that $b$ +and $d$ are both positive or both negative, then the value of +\[ + \frac{a + c}{b+d} +\] +lies on the interval $\interval{\dfrac ab}{\dfrac cd}$. +\end{lemma} + +\begin{proof} +Suppose $b$ and $d$ both positive and +\[ + \frac ab \geqq \frac{a+c}{b+d}, +\] +then +\begin{gather*} + ab+ad \geqq ab+bc.\\ + \therefore ad \geqq bc;\\ + \therefore cd+ad \geqq cd+bc;\\ + \therefore \frac{a+c}{b+d} \geqq \frac cd. +\end{gather*} +The other cases follow similarly. +\end{proof} + +\begin{theorem}[68]\hypertarget{thm68}{} +If $f(x)$ and $\phi(x)$, defined on some $V(+\infty)$, are both +infinitesimal as $x$ approaches $+\infty$, and if for some positive +number $h$, $\phi(x+h)$ is always less than $\phi(x)$ and +\[ + \mathop{L}_{x\doteq\infty} \frac{f(x+h)-f(x)}{\phi(x+h)-\phi(x)}=k, +\] +then +\[ + \mathop{L}_{x\doteq\infty} \frac{f(x)}{\phi(x)} +\] +exists and is equal to $k$.\footnote{% + This and the following theorem are due to \textsc{O.~Stolz}, who + generalized them from the special cases (stated in our corollaries) + due to \textsc{Cauchy}. See \textsc{Stolz} und \textsc{Gmeiner}, + Functionentheorie, Vol.~1, p.~31. See also the reference to + \textsc{Bortolotti} given on page~\pageref{borlottip103}.} +\end{theorem} +%-----File: 121.png---Folio 109------ + +\begin{proof} +Let $V_1(k)$ and $V_2(k)$ be a pair of vicinities of $k$ such that +$V_2(k)$ is entirely within $V_1(k)$. By hypothesis there exists an +$h$ and an $X_2$ such that if $x>X_2$, +\hypertarget{eq1p109}{\[ + \frac{f(x+h)-f(x)}{\phi(x+h)-\phi(x)} \tag{1} +\]} +is in $V_2(k)$. Since this is true for every $x>X_2$, +\hypertarget{eq2p109}{\[ + \frac{f(x+2h)-f(x+h)}{\phi(x+2h)-\phi(x+h)}\tag{2} +\]} +is also in $V_2(k)$. From this it follows by means of the lemma that +\[ + \frac{f(x+2h)-f(x)}{\phi(x+2h)-\phi(x)},\tag{3} +\] +whose value is between the values of \hyperlink{eq1p109}{(1)} and \hyperlink{eq2p109}{(2)}, is also in $V_2(k)$. +By repeating this argument we have that for every integral value of +$n$, and for every $x>X_2$, +\[ + \frac{f(x+nh)-f(x)}{\phi(x+nh)-\phi(x)} +\] +is in $V_2(k)$. + +By Theorem~\hyperlink{thm65}{65}, for any $x$ +\[ + \mathop{L}_{n\doteq\infty} \frac{f(x+nh)-f(x)}{\phi(x+nh)-\phi(x)} + = \frac{f(x)}{\phi(x)}. +\] +Hence for every $x$ and for every $\varepsilon$ there exists a value +of $n$, $N_{x\varepsilon}$, such that if $n>N_{x\varepsilon}$, +\[ + \left| \frac{f(x+nh)-f(x)}{\phi(x+nh)-\phi(x)}-\frac{f(x)}{\phi(x)} \right| < \varepsilon. +\] +Taking $\varepsilon$ less than the distance between the nearest +end-points of $V_1(k)$ and $V_2(k)$ it is plain that for every +$x>X_2$, $\dfrac{f(x)}{\phi(x)}$ is +%-----File: 122.png---Folio 110------ +on $V_1(k)$, which, according to Theorem~\hyperlink{thm26}{26}, proves that +\[ + \mathop{L}_{x\doteq\infty} \frac{f(x)}{\phi(x)} = k.\qedhere +\] +\end{proof} +\begin{corollary} +If $[n]$ is the set of all positive integers and $\phi(n+1)<\phi(n)$ +and $f(n)$ and $\phi(n)$ are both infinitesimal as $n\doteq\infty$, +then if +\[ + \mathop{L}_{n\doteq\infty} \frac{f(n+1)-f(n)}{\phi(n+1)-\phi(n)} =k, +\] +it follows that $\displaystyle \mathop{L}_{n\doteq\infty} +\dfrac{f(n)}{\phi(n)}$ exists and is equal to $k$. +\end{corollary} + +\begin{theorem}[69]\hypertarget{thm69}{} +If $f(x)$ is bounded on every finite interval of a certain +$V(+\infty)$, and if $\phi(x)$ is monotonic on the same $V(+\infty)$ +and $\displaystyle \mathop{L}_{x\doteq\infty} \phi(x) = +\infty$, and +if for some positive number $h$ +\[ + \mathop{L}_{x\doteq\infty} \frac{f(x+h)-f(x)}{\phi(x+h)-\phi(x)} =k, +\] +then +\[ + \mathop{L}_{x\doteq\infty} \frac{f(x)}{\phi(x)} +\] +exists and is equal to $k$. +\end{theorem} + +\begin{proof} +By hypothesis, for every pair of vicinities $V_1(k)$ and $V_2(k)$, +$V_2(k)$ entirely within $V_1(k)$, there exists an $X_2$ such that if +$x>X_2$, then +\[ + \frac{f(x+h)-f(x)}{\phi(x+h)-\phi(x)} +\] +is in $V_2(k)$. From this it follows as in the last theorem that +\[ + \frac{f(x+nh)-f(x)}{\phi(x+nh)-\phi(x)} +\] +is in $V_2(k)$. Now make use of the identity +%-----File: 123.png---Folio 111------ +\hypertarget{eq1p111}{\begin{align*} + \frac{f(x+nh)}{\phi(x+nh)} + &= \frac{f(x+nh)-f(x)}{\phi(x+nh)}+\frac{f(x)}{\phi(x+nh)}\\ + &= \frac{f(x+nh)-f(x)}{\phi(x+nh)-\phi(x)} + \left(1-\frac{\phi(x)}{\phi(x+nh)} \right) + + \frac{f(x)}{\phi(x+nh)}. +\tag{1} +\end{align*}} +Let $[x']$ be the set of all points on the interval \correction{$\interval{X_2}{X_2+h}$}{$\interval{X_2}{X_2}+h$}, and for this interval let $A_2$ be an upper bound of +$|f(x')|$ and $B_2$ an upper bound of $\phi(x')$. Then +\begin{alignat*}{2} + \frac{\phi(x')}{\phi(x'+nh)} + &= \varepsilon_1(x', n) + &&< \frac{B_2}{\phi(X_2+nh)} +\\ +\intertext{and} + \frac{|f(x')|}{\phi(x'+nh)} + &= \varepsilon_2(x', n) + &&< \frac{A_2}{\phi(X_2+nh)}. +\end{alignat*} +Hence for every $\varepsilon$ there exists a value of $n$, +$N_{\varepsilon_V}$, such that if $n > N_{\varepsilon_V}$ +\hypertarget{eq2p111}{\[ + \varepsilon_1(x', n) < \varepsilon \qquad \text{ and } \qquad + \varepsilon_2(x', n) < \varepsilon +\tag{2} +\]} +independently of $x'$ so long as $x'$ is on \correction{$\interval{X_2}{X_2+h}$}{$\interval{X_2}{X_2}+h$}. + +There are then three cases to discuss: +\begin{align*} + (1)&\ k \text{ finite.} + & (2)&\ k = +\infty. + & (3)&\ k =-\infty. +\end{align*} +(1) $k$ {\em finite}. By the preceding argument, for $x > X_2$, +\[ + \frac{f(x+nh)-f(x)}{\phi(x+nh)-\phi(x)} +\] +is in $V_2(k)$, and hence +\[ + \frac{|f(x'+nh)-f(x')|}{\phi(x'+nh)-\phi(x')} + < K + \varepsilon_{V_2}, +\] +where $\varepsilon_{V_2}$, is the length of the interval $V_2(k)$ and +$K$ the absolute value of $k$. + +Then, in view of \hyperlink{eq1p111}{(1)}, +\[ + \left|\frac{f(x'+nh)}{\phi(x'+nh)} + -\frac{f(x'+nh)-f(x')}{\phi(x'+nh)-\phi(x')} + \right| + < (K+\varepsilon_{V_2}) \varepsilon_1(x',n) + \varepsilon_2(x',n). +\] +%-----File: 124.png---Folio 112------ +Now take $\varepsilon_V$ smaller in absolute value than the length of +the interval between the closer end-points of $V_1(k)$ and +$V_2(k)$. By \hyperlink{eq2p111}{(2)} there exists a value of $n$, $N_{\varepsilon_V}$, +such that if $n>N_{\varepsilon_V}$, +\begin{align*} + \varepsilon_1(x', n) &< \frac{\varepsilon_V}{2(K+\varepsilon_{V_2})}\\ +\intertext{and} + \varepsilon_2(x', n) &< \frac{\varepsilon_V}{2} +\end{align*} +for all values of $x'$ on \correction{$\interval{X_2}{X_2+h}$}{$\interval{X_2}{X_2}+h$}. + +Hence for $n > N_{\varepsilon_V}$ +\[ + \left|\frac{f(x'+nh)}{\phi(x'+nh)} + -\frac{f(x'+nh)-f(x')}{\phi(x'+nh)-\phi(x')} + \right| + < (K + \varepsilon_{V_2}) \frac{\varepsilon_V}{2(K+\varepsilon_{V_2})} + + \frac{\varepsilon_V}{2} + = \varepsilon_V, +\] +and since for $x > X_2 + N_{\varepsilon_V}h$ there is an +$n>N_{\varepsilon_V}$ and an $x'$ between $X_2$ and $X_2 + h$ such +that +\[ + x' + nh = x, +\] +it follows that if $x > X_2 + N_{\varepsilon_V}$, +\[ + \left| + \frac{f(x)}{\phi(x)} + -\frac{f(x'+nh)-f(x')}{\phi(x'+nh)-\phi(x)} + \right| + < \varepsilon_V, +\] +and therefore, $\dfrac{f(x)}{\phi(x)}$ is on $V_1(k)$. + +This means, according to Theorem~\hyperlink{thm26}{26}, that +\[ + \mathop{L}_{x\doteq\infty} \frac{f(x)}{\phi(x)} = k. +\] + +(2) $k = +\infty$. + +If the numbers $m_1$ and $m_2$ are the lower end points of $V_1(k)$ +and $V_2(k)$, then +\[ + \frac{f(x'+nh)-f(x')}{\phi(x'+nh)-\phi(x')} > m_2 \quad \text{for} \quad + x' > X_2. +\] +%-----File: 125.png---Folio 113------ +If $\varepsilon_V$ is then chosen less than $m_2-m_1$, there will +exist a value of $N_{\varepsilon_V}$ such that +\[ + \varepsilon_1(x', n) < \frac{\varepsilon_V}{2m_2} + \qquad \text{and} \qquad + \varepsilon_2(x', n) < \frac{\varepsilon_V}{2m_1} +\] +for all values of $n > N_{\varepsilon_V}$ independently of $x'$ so +long as $x'$ is in \correction{$\linterval{X_2}{X_2+h}$}{$\linterval{X_2}{X_2}+h$}. Then, in view of \hyperlink{eq1p111}{(1)}, +\[ + \frac{f(x'+nh)}{\phi(x'+nh)} + > m_2 \left(1-\frac{\varepsilon_V}{2m_2} \right) + -\frac{\varepsilon_V}{2m_2} + > m_2-\frac{\varepsilon_V}{2} \left(1+\frac{1}{m_2} \right). +\] +Since there is no loss of generality if $m_2 > +1$, this proves that +for $x > X_2 + N_{\varepsilon_V} n$, +\[ + \frac{f(x)}{\phi(x)} > m_2-\varepsilon_V > m_1, +\] +and hence $\dfrac{f(x)}{\phi(x)}$ is on $V_1(k)$. + +(3) $k =-\infty$ is treated in an analogous manner. +\end{proof} +\begin{ncorollary}[1] +If $[n]$ is the set of all positive integers and if +\[ + \phi(n+1) > \phi(n) \qquad \text{and} \qquad + \mathop{L}_{n=\infty} \phi(n) = \infty, +\] +then if +\[ + \mathop{L}_{n=\infty}{L} \frac{f(n+1)-f(n)}{\phi(n+1)-\phi(n)} = k, +\] +it follows that $\displaystyle{\mathop{L}_{n = \infty}} +\dfrac{f(n)}{\phi(n)}$ exists and is equal to $k$\correction{.}{} +\end{ncorollary} + +\begin{ncorollary}[2] +If $f(x)$ is bounded on every interval, \correction{$\interval{x}{(x+1)}$}{$\interval{x}{(x}+1)$}, and if +\[ + \mathop{L}_{x=\infty} f(x+1)-f(x) = k, +\] +then +\[ + \mathop{L}_{x=\infty} \frac{f(x)}{x} +\] +exists and is equal to $k$. +\end{ncorollary} +%-----File: 126.png---Folio 114------ + +\section{Rank of Infinitesimals and Infinites.}\hypertarget{chVIsec4}{}%[4] +\index{Rank of infinitesimals and infinites} +\begin{definition} +If on some $V^*(a)$ neither $f_1(x)$ nor $f_2(x)$ vanishes, and +$\displaystyle\left|\frac{f_1(x)}{f_2(x)} \right|$ and +$\displaystyle\left|\frac{f_2(x)}{f_1(x)} \right|$ are both bounded as +$x$ approaches $a$, then $f_1(x)$ and $f_2(x)$ are of the same +\textit{rank} whether $\displaystyle{\mathop{L}_{x \doteq a}} +\frac{f_1(x)}{f_2(x)}$ exists or not.\footnote{% + $x$ and $x \cdot (\sin\dfrac1{x}+2)$ are of the same rank but not of + the same order as $x$ approaches zero.} +\end{definition} + +The following theorem is obvious. +\begin{theorem}[70]\hypertarget{thm70}{} +If $f_1(x)$ and $f_2(x)$ are of the same order, they are of the same +rank, and if $f_1(x)$ and $f_2(x)$ are of different orders, they are +not of the same rank. If $f_1(x)$ and $f_2(x)$ are of the same rank, +they may or may not be of the same order. +\end{theorem} + +\begin{theorem}[71]\hypertarget{thm71}{} +If $f_1(x)$ and $f_2(x)$ are of the same rank as $x$ approaches $a$, +then $c\cdot f_1(x)$ and $f_2(x)$ are of the same rank, $c$ being any +constant not zero. +\end{theorem} + +\begin{proof} +By hypothesis for some positive number $M$, +\begin{gather*} + \left|\frac{f_1(x)}{f_2(x)} \right|< M \text{ and } + \left|\frac{f_2(x)}{f_1(x)} \right|< M,\\ +\intertext{hence} + \left|\frac{c \cdot f_1(x)}{f_2(x)} \right|< M \cdot|c| \text{ and } + \left|\frac{f_2(x)}{c \cdot f_1(x)} \right|< \frac{M}{|c|}.\qedhere +\end{gather*} +\end{proof} + +\begin{theorem}[72]\hypertarget{thm72}{} +If $f_1(x)$ and $f_2(x)$ are of the same rank and $f_2(x)$ and +$f_3(x)$ are of the same rank as $x$ approaches $a$, then $f_1(x)$ and +$f_3(x)$ are of the same rank as $x$ approaches $a$. +\end{theorem} + +\begin{proof} +By hypothesis, +\[ + \left|\frac{f_1(x)}{f_2(x)} \right|< M_1 \text{ and } + \left|\frac{f_2(x)}{f_3(x)} \right|< M_2 +\] +in some neighborhood of $x=a$. Therefore +\[ + \left|\frac{f_1(x)}{f_2(x)} \right|\cdot + \left|\frac{f_2(x)}{f_3(x)} \right|< M_1 \cdot M_2 \text{ or } + \left|\frac{f_1(x)}{f_3(x)} \right|< M_1 \cdot M_2.\qedhere +\] +%-----File: 127.png---Folio 115------ +In the same manner +\[ + \left|\frac{f_2(x)}{f_1(x)} \right|< M_1 \text{ and } + \left|\frac{f_3(x)}{f_2(x)} \right|< M_2, \text{ whence } + \left|\frac{f_3(x)}{f_1(x)} \right|< M_1 \cdot M_2. +\] +\end{proof} +\begin{theorem}[73]\hypertarget{thm73}{} +If $f_1(x)$ is infinitesimal (infinite) and does not vanish on some +$V^*(a)$, and if $f_2(x)$ and $f_3(x)$ are infinitesimal (infinite) of +the same rank as $x$ approaches $a$, then $f_1(x) \cdot f_2(x)$ is of +higher order than $f_3(x)$, and $f_1(x) \cdot f_3(x)$ is of higher +order than $f_2(x)$. Conversely, if for every function, $f_1(x)$, +infinitesimal (infinite) at $a$, $f_1(x) \cdot f_2(x)$ is of higher +order than $f_3(x)$, and $f_1(x) \cdot f_3(x)$ is of higher order than +$f_2(x)$, then $f_2(x)$ and $f_3(x)$ are of the same rank. +\end{theorem} + +\begin{proof} +Since $\displaystyle\left|\frac{f_1(x)}{f_3(x)} \right|$ is bounded as +$x$ approaches $a$, it follows by Theorem~\hyperlink{thm33}{33} that +\[ + \mathop{L}_{x\doteq a} \frac{f_1(x)\cdot f_2(x)}{f_3(x)} = 0, +\] +which proves the first part of the theorem. + +Since likewise $\displaystyle\left|\frac{f_3(x)}{f_2(x)} \right|$ is +bounded, we have that +\[ + \mathop{L}_{x\doteq a} \frac{f_1(x)\cdot f_3(x)}{f_2(x)} = 0. +\] + +Suppose that for every $f_1(x)$ +\[ + \mathop{L}_{x\doteq a} \frac{f_1(x)\cdot f_2(x)}{f_3(x)} = 0 +\text{ and } + \mathop{L}_{x\doteq a} \frac{f_1(x)\cdot f_3(x)}{f_2(x)} = 0, +\] +and that $f_2(x)$ and $f_3(x)$ are not of the same rank. Then, on a +certain subset $[x']$, $\displaystyle \mathop{L}_{x\doteq a} +\frac{f_2(x')}{f_3(x')} = 0$, or on some other subset $[x'']$, +$\displaystyle \mathop{L}_{x\doteq a} \frac{f_3(x'')}{f_2(x'')} = +0$. Let $f_1(x) = \dfrac{f_2(x)}{f_3(x)}$ on the set $[x']$ for which +$\displaystyle \mathop{L}_{x\doteq a} \frac{f_2(x)}{f_3(x)} = 0$, and +$x-a$ on the other points of the continuum; +%-----File: 128.png---Folio 116------ +then $f_1(x)$ is an infinitesimal as $x$ approaches $a$, while for the +set $[x']$ +\[ + \mathop{L}_{x \doteq a} \frac{f_1{(x')} \cdot f_3(x')}{f_3(x')} = + \mathop{L}_{x \doteq a} \frac{f_2(x')}{f_3(x')} \cdot + \frac{f_3(x')}{f_2(x')} = 1, +\] +which contradicts the hypothesis that +\[ + \mathop{L}_{x \doteq a} \frac{f_1(x) \cdot f_3(x)}{f_2(x)} = 0. +\] +Similarly if on a certain subset $\displaystyle{\mathop{L}_{x \doteq +a}} \dfrac{f_3(x)}{f_2(x)} = 0$, we obtain a contradiction by putting +$f_1(x) = \dfrac{f_3(x)}{f_2(x)}$. +\end{proof} +%-----File: 129.png---Folio 117------ + + +\chapter{DERIVATIVES AND DIFFERENTIALS.}\hypertarget{chapVII}{}%[VII] + +\section{Definition and Illustration of Derivatives.}\hypertarget{chVIIsec1}{}%[1] + +\begin{definition}\index{Derivative} +If the ratio $\frac{f(x)-f(x_1)}{x-x_1}$ approaches a definite limit, +finite or infinite, as $x$ approaches $x_1$, the \textit{derivative} +of $f(x)$ at the point $x_1$ is the limit +\[ + \mathop{L}_{x \doteq x_1} \frac{f(x)-f(x_1)}{x-x_1}. +\] +\end{definition} +\begin{figure}[!hbtp]\label{fig14}\hypertarget{fig14}{} +\centering +\setlength{\unitlength}{0.15\textwidth} +\begin{picture}(6,4)(0,0) +\put(0,0.25){\line(1,0){6}} +\put(0,0.25){\line(0,1){3.5}} +\qbezier(1,1.25)(1.5,2)(2,2.5) +\qbezier(2,2.5)(2.5,3)(3,3.25) +\qbezier(3,3.25)(4,3.75)(5,2.5) +\path(2,0.25)(2,2.5)(3,3.25)(3,0.25) +\path(2,2.5)(3,2.5) +\put(2,0.23){\makebox(0,0)[tc]{$x_1$}} +\put(3,0.23){\makebox(0,0)[tc]{$x$}} +\put(1.9,2.5){\makebox(0,0)[br]{$A$}} +\put(2.9,3.25){\makebox(0,0)[br]{$B$}} +\put(3.1,3.25){\makebox(0,0)[tl]{$f(x)$}} +\put(3.1,2.5){\makebox(0,0)[lc]{$f(x_1)$}} +\put(3,0){\makebox(0,0)[tc]{\sc Fig.~14.}} +\end{picture} +\end{figure} +It is implied that the function $f(x)$ is a single-valued function of +$x$. $x-x_1$ is sometimes denoted by $\Delta x_1$, and $f(x)-f(x_1)$ +by $\Delta f(x_1)$, or, if $y=f(x)$, by $\Delta y_1$. + +An obvious illustration of a derivative occurs in Cartesian geometry +when the function is represented by a graph (Fig.~\hyperlink{fig14}{14}). +%-----File: 130.png---Folio 118------ +$\dfrac{f(x)-f(x_1)}{x-x_1}$ is the slope of the line $AB$. If we +suppose that the line $AB$ approaches a fixed direction (which in this +figure would obviously be the case) as $x$ approaches $x_1$, then +$\displaystyle\mathop{L}_{x \doteq x_1} \frac{f(x)-f(x_1)}{x-x_1}$ +will exist and will be equal to the slope of the limiting position of +$AB$. + +If the point $x$ were taken only on one side of $x_1$, we should have +two similar limiting processes. It is quite conceivable, however, that +limits should exist on each side, but that they should differ. That +case occurs if the graph has a cusp as in Fig.~\hyperlink{fig15}{15}. + +\begin{figure}[!hbtp]\label{fig15}\hypertarget{fig15}{} +\centering +\setlength{\unitlength}{0.15\textwidth} +\begin{picture}(5,3)(0,-0.5) +\put(0,0){\line(1,0){5}} +\put(2,0){\line(0,1){2.5}} +\qbezier(1,1)(1.85,1.55)(2,2.5) +\qbezier(2,2.5)(2.5,1.5)(3,1.25) +\qbezier(3,1.25)(4,0.75)(4.5,0.6) +\path(1,0)(1,1)(2,1)(2,1.25)(3,1.25)(3,0) +\put(1,-0.1){\makebox(0,0)[tc]{$x$}} +\put(2,-0.1){\makebox(0,0)[tc]{$x_1$}} +\put(3,-0.1){\makebox(0,0)[tc]{$x$}} +\put(1,1){\makebox(0,0)[br]{$B$}} +\put(2,2.5){\makebox(0,0)[cb]{$A$}} +\put(3,1.25){\makebox(0,0)[lb]{$B$}} +\put(2.1,1){\makebox(0,0)[lc]{$f(x)$}} +\put(1.9,1.25){\makebox(0,0)[rc]{$f(x)$}} +\put(2.1,2.5){\makebox(0,0)[cl]{$f(x_1)$}} +\put(2.5,-0.5){\makebox(0,0)[bc]{\sc Fig.~15.}} +\end{picture} +\end{figure} + + +These\index{Derivative!progressive and regressive}\index{Progressive derivative}\index{Regressive derivative} two cases are distinguished by the terms progressive +and regressive derivatives. When the independent variable +approaches its limit from below we speak of the progressive +derivative, and when from above we speak of the regressive +derivative. It follows from the definition of derivative that, +except in one singular case, it exists only when both these +limits exist and are equal. The exception is the case of a +derivative of a function at an end-point of an interval upon +which the function is defined. Obviously both the progressive +and the regressive derivative cannot exist at such a point. In +%-----File: 131.png---Folio 119------ +this case we say the derivative exists if either the progressive or +the regressive derivative exists. + +Whether the progressive and regressive derivatives exist or not, there +exist always four so-called derived numbers (which may be +$\pm\infty$), namely, the upper and lower bounds of indetermination of +\[ + \frac{f(x)-f(x_1)}{x-x_1}, +\] +as $x \doteq x_1$ from the right or from the left. (Compare +page~\pageref{limp84}, Chapter~\hyperlink{chapIV}{IV}.) The derived numbers are denoted by +the symbols. +\[ + \overrightarrow{D},\ \underrightarrow{D},\ + \overleftarrow{D},\ \underleftarrow{D}, +\] +analogous to the symbols on page~\pageref{limp84}. Of course, in every +case, +\[ + \overrightarrow{D}\geqq \underrightarrow{D} \text{ and } + \overleftarrow{D} \geqq \underleftarrow{D}. +\] + +If we consider the curve representing the function +\[ + y=x \cdot \sin \frac1x +\] +at the point $x=0$, it is apparent that the limiting position of $AB$ +does not exist, although the function is continuous at the point $x=0$ +if defined as zero for $x=0$. For at every maximum and minimum of the +curve $\sin\dfrac{1}{x}$, $x \cdot \sin\dfrac{1}{x} = \pm x$, and the +curve touches the lines $x=y$ and $x=-y$. That is, +$\dfrac{f(x)-f(x_1)}{x-x_1}$ approaches every value between $1$ and +$-1$ inclusive, as $x$ approaches zero. + +The notion \textit{derivative} is fundamental in physics as well as in +geometry. If, for instance, we consider the motion of a body, we may +represent its distance from a fixed point as a function of time, +$f(t)$. At a certain instant of time $t_1$ its distance from the fixed +point is $f(t_1)$, and at another instant $t_2$ it is $f(t_2)$; then +\[ + \frac{f(t_1)-f(t_2)}{t_1-t_2} +\] +%-----File: 132.png---Folio 120------ +is the average velocity of the body during the interval of time +$t_1-t_2$ in a direction from or toward the assumed fixed point. +Whether the motion be from or toward the fixed point is of course +indicated by the sign of the expression +$\dfrac{f(t_1)-f(t_2)}{t_1-t_2}$. If we consider this ratio as the +time interval is taken shorter and shorter, that is, as $t_2$ +approaches $t_1$, it will in ordinary physical motion approach a +perfectly definite limit. This limit is spoken of as the velocity of +the body at the instant $t_1$. + +\begin{definition}\index{Derived function} +The derivative of a function $y=f(x)$ is denoted by $f'(x)$ or by +$D_xf(x)$ or $\dfrac{df(x)}{dx}$ or $\dfrac{dy}{dx}$. $f'(x)$ is also +referred to as the \emph{derived function} of $f(x)$. +\end{definition} + +\section{Formulas of Differentiation.}\hypertarget{chVIIsec2}{}%[2] + +\begin{theorem}[74]\hypertarget{thm74}{} +The derivative of a constant is zero. More precisely: If there exists +a neighborhood of $x_1$ such that for every value of $x$ on this +neighborhood $f(x) =f(x_1)$, then $f'(x_1) =0$. +\end{theorem} + +\begin{proof} +In the neighborhood specified $\dfrac{f(x)-f(x_1)}{x-x_1}=0$ for every +value of $x$. +\end{proof} + +\begin{corollary} +If $f'(x_1)$ exists and if in every $V^*(x_1)$ there is a value of $x$ +such that $f(x) =f(x_1)$, then $f'(x_1) = 0$. +\end{corollary} + +\begin{theorem}[75]\hypertarget{thm75}{} +When for two functions $f_1(x)$ and $f_2(x)$ the derived functions +$f_1'(x)$ and $f_2'(x)$ exist at $x_1$ it follows that, except in the +indeterminate case $\infty-\infty$, +\begin{enumerate} +\item[\textnormal{(\textit{a})}] If $f_3(x) = f_1(x) + f_2(x)$, then $f_3(x)$ has a +derivative at $x_1$ and +\[ + f_3'(x_1) =f_1'(x_1) + f_2'(x_1). +\] + +\item[\textnormal{(\textit{b})}] If $f_3(x) = f_1(x) \cdot f_2(x)$, then $f_3(x)$ +has a derivative at $x_1$ and +\[ + f_3'(x_1) = f_1'(x_1) \cdot f_2(x_1) + f_1(x_1) \cdot f_2'(x_1). +\] + +\item[\textnormal{(\textit{c})}]If $f_3(x) = \dfrac{f_1(x)}{f_2(x)}$, then, +provided there is a $V(x_1)$ upon which $f_2(x) \neq 0$, $f_3(x)$ has +a derivative and +\[ + f_3'(x_1) + = \frac{f_1'(x_1) \cdot f_2(x_1)-f_1(x_1) \cdot f_2'(x_1)} + {\{f_2(x_1)\}^2}. +\] +\end{enumerate} +\end{theorem} +%-----File: 133.png---Folio 121------ + +\begin{proof} +By definition and the theorems of Chapter~\hyperlink{chapIV}{IV} (which exclude the case +$\infty-\infty$), +\begin{enumerate} +\item[(\textit a)] +\begin{align*} + f_1'(x_1) + f_2'(x_1) + &= \mathop{L}_{x\doteq x_1} \frac{f_1(x)-f_1(x_1)}{x-x_1} + + \mathop{L}_{x\doteq x_1} \frac{f_2(x)-f_2(x_1)}{x-x_1} +\tag{1} +\\ +&= \mathop{L}_{x\doteq x_1} + \left\{ \frac{f_1(x)-f_1(x_1)}{x-x_1} + + \frac{f_2(x)-f_2(x_1)}{x-x_1} \right\} +\tag{2} +\\ +&= \mathop{L}_{x\doteq x_1} + \frac{f_1(x)+f_2(x)-f_1(x_1)-f_2(x_1)}{x-x_1} +\tag{3} +\\ +&= \mathop{L}_{x\doteq x_1} \frac{f_3(x)-f_3(x_1)}{x-x_1}. +\end{align*} +But by definition, +\[ + f_3'(x_1) = \mathop{L}_{x\doteq x_1} \frac{f_3(x)-f_3(x_1)}{x-x_1}. +\tag{4} +\] +Hence $f_3'(x_1)$ exists, and $f_3'(x_1) =f_1'(x_1) +f_2'(x_1)$. +\item[(\textit b)] +$f_3(x)=f_1(x)\cdot f_2(x)$.\\ +Whenever $x\neq x_1$ we have the identity +\begin{align*} +&\frac{f_3(x)-f_3(x_1)}{x-x_1} += \frac{f_1(x)\cdot f_2(x)-f_1(x_1)\cdot f_2(x_1)}{x-x_1} +\\ +=\,&\frac{f_1(x )\cdot f_2(x)-f_1(x_1)\cdot f_2(x ) + + f_1(x_1)\cdot f_2(x)-f_1(x_1)\cdot f_2(x_1) }{x-x_1} +\\ +=\, &f_2(x) \left\{ \frac{f_1(x)-f_1(x_1)}{x-x_1} \right\} + + f_1(x) \left\{ \frac{f_2(x)-f_2(x_1)}{x-x_1} \right\}. +\end{align*} +But the limit of the last expression exists as $x\doteq x_1$ (except +perhaps in the case $\infty-\infty$) and is equal to +\[ + f_2(x_1)\cdot f_1'(x_1) + f_1(x_1)\cdot f_2'(x_1). +\] +%-----File: 134.png---Folio 122------ +Hence +\[ + \mathop{L}_{x \doteq x_1} \frac{f_3(x)-f_3(x_1)}{x-x_1} +\] +exists and +\[ + f_3'(x_1) = f_2(x_1)\cdot f_1'(x_1) + f_2'(x_1) \cdot + f_1(x_1).\] +\item[(\textit c)] +\[ + f_3(x)= \frac {f_1(x)}{f_2(x)}. +\] +The argument is based on the identity +\[ + \frac{\frac{f_1(x)}{f_2(x)}-\frac{f_1(x_1)}{f_2(x_1)} }{x-x_1} + = \frac{f_1(x) \cdot f_2(x_1)-f_2(x) \cdot f_1(x_1) } + { f_2(x) \cdot f_2(x_1) \cdot (x-x_1) }, +\] +which holds when $x \neq x_1$ and when $f_2(x) \neq 0$. But +\begin{align*} + &\frac{f_1(x)\cdot f_2(x_1)-f_2(x) \cdot f_1(x_1)} + {f_2(x)\cdot f_2(x_1) (x-x_1)} +\\ + &= \frac{f_1(x )\cdot f_2(x_1)-f_1(x_1)\cdot f_2(x_1) + + f_1(x_1)\cdot f_2(x_1)-f_2(x )\cdot f_1(x_1)} + {f_2(x)\cdot f_2(x_1) (x-x_1)} +\\ + &= \frac{f_2(x_1) \left\{f_1(x)-f_1(x_1) \right\} + -f_1(x_1) \left\{ f_2(x)-f_2(x_1) \right\}} + {f_2(x)\cdot f_2(x_1) (x-x_1)}. +\end{align*} +As before (excluding the case $\infty-\infty$) we have +\[ + f_3'(x_1) += \frac{f_2(x_1)\cdot f_1'(x_1)-f_2'(x_1) \cdot f_1(x_1)} + {\left\{ f_2(x_1) \right\}^2 }\text{\correction{.}{,}} +\] +\end{enumerate} +\end{proof} + +\begin{corollary} +It follows from Theorems \hyperlink{thm74}{74} and \hyperlink{thm75}{75} of this chapter that if +$f_2(x)=a\cdot f_1(x)$ where $f_1'(x)$ exists, then +\[ + f_2'(x)=a\cdot f_1'(x). +\] +\end{corollary} + +\begin{theorem}[76]\hypertarget{thm76}{}\label{p122t76} +If $x>0$, then $\dfrac{d}{dx}x^k =k\cdot x^{k-1}$. +\end{theorem} +%-----File: 135.png---Folio 123------ +\label{p123} +\begin{enumerate} +\item[(\textit{a})] If $k$ is a positive integer, we have +\begin{align*} + \mathop{L}_{x\doteq x_1} \frac{x^k-x_1^k}{x-x_1} +&= \mathop{L}_{x\doteq x_1} + \bigl\{ x^{k-1} + x^{k-2}\cdot x_1 + \ldots + + x^k\cdot x_1^{k-2}+x_1^{k-1} \bigr\} +\\ +&= k\cdot x_1^{k-1}. +\end{align*} + +\item[(\textit{b})] If $k$ is a positive rational fraction +$\dfrac{m}{n}$, we have +\begin{gather*} + \mathop{L}_{x\doteq x_1} + \frac{x^{\frac mn}-{x_1}^{\frac mn}}{x-x_1} += \mathop{L}_{x\doteq x_1} + \frac{\bigl(x^{\frac1n}\bigr)^m + -\bigl({x_1}^{\frac1n}\bigr)^m} + {\bigl(x^{\frac1n}\bigr)^n + -\bigl({x_1}^{\frac1n}\bigr)^n} +\\ += \mathop{L}_{x\doteq x_1} + \frac{1}{\bigl(x^{\frac1n}\bigr)^{n-1} + + \bigl(x^{\frac1n}\bigr)^{n-2}\cdot + \bigl({x_1}^{\frac1n}\bigr) + \ldots + + \bigl({x_1}^{\frac1n}\bigr)^{n-1}} + \cdot + \frac{\bigl(x^{\frac1n}\bigr)^m + -\bigl({x_1}^{\frac1n}\bigr)^m} + {x^{\frac1n}-{x_1}^{\frac1n}} +\\ += \frac{1}{n\cdot \bigl({x_1}^{\frac1n}\bigr)^{n-1}} \cdot + m \bigl({x_1}^{\frac1n}\bigr)^{m-1}, +\end{gather*} +by the preceding case.\\ +But +\[ + \frac{1}{n\cdot \bigl({x_1}^{\frac1n}\bigr)^{n-1}} \cdot + m \bigl({x_1}^{\frac1n}\bigr)^{m-1} += \frac mn{x_1}^{\frac mn-1} += k\cdot {x_1}^{k-1}. +\] + +\item[(\textit{c})] If $k$ is a negative rational number and equal to +$-m$, then, by the two preceding cases, +\begin{align*} + \mathop{L}_{x\doteq x_1} \frac{x^{-m}-{x_1}^{-m}}{x-x_1} +=-\mathop{L}_{x\doteq x_1} \cdot + \frac{1}{x^m \cdot x_1^m} \cdot + \frac{x^m-x_1^m}{x-x_1} +&=-\frac{1}{x_1^{2m}} \cdot mx_1^{m-1} +\\ +&=-m{x_1}^{-m-1}\text{\correction{.}{}} +\end{align*} +But +\[ + -m{x_1}^{-m-1} = k\cdot x^{k-1}. +\] + +\item[(\textit{d})] If $k$ is a positive irrational number, we proceed +as follows: +%-----File: 136.png---Folio 124------ + +Consider values of $x$ greater than or equal to unity. Let $x$ +approach $x_1$ so that $x>x_1$. Since, by Theorem~\hyperlink{thm23}{23}, $x^k$ is a +monotonic increasing function of $k$ for $x > 1$, it follows that +\[ + \frac{x^k-x_1^k}{x-x_1} += x_1^k \cdot \frac{\left(\dfrac{x}{x_1}\right)^k-1}{x-x_1} +> x_1^{k'} \cdot \frac{\left(\dfrac{x}{x_1}\right)^{k'}-1}{x-x_1} +\] +for all values of $k'$ less than $k$, and all values of $x$ greater +than $x_1$. If $k'$ is a rational number, we have by the preceding +cases that +\[ + \mathop{L}_{x\doteq x_1} + x_1^{k'} \cdot \frac{\left(\dfrac{x}{x_1}\right)^{k'}-1}{x-x_1} += k'x_1^{k'-1}. +\] +Since $x_1^{k-1}$ is a continuous function of $k$, it follows that for +every number $N$ less than $kx_1^{k-1}$ there exists a rational number +$k_1'$ less than $k$ such that +\[ + N < k_1'\cdot x_1^{k'-1} < k\cdot x_1^{k-1}. +\] +Hence, by Theorem~\hyperlink{thm40}{40}, +\[ + x_1^k \cdot \frac{\left(\dfrac{x}{x_1}\right)^k-1}{x-x_1} +\] +cannot approach a value $N$ less than $kx_1^{k-1}$ as $x$ approaches $x_1$. + +By a precisely similar argument we show that a number greater than +$kx_1^{k-1}$ cannot be a value approached. Since there is always at +least one value approached, we have that +\[ + \mathop{L}_{x\doteq x_1} \frac{x^k-x_1^k}{x-x_1} = k\cdot x_1^{k-1}. +\] + +If $x<x_1$ as $x$ approaches $x_1$, we write +\[ + \frac{x^k-x_1^k}{x-x_1} += x^k\cdot\frac{\left(\dfrac{x_1}{x}\right)^k-1}{x_1-x} +\] +and proceed as before. If $k$ is a negative number we proceed +%-----File: 137.png---Folio 125------ +as under (\textit{c}). The case in which $x_1 < 1$ is treated +similarly. For another proof see page~\pageref{pt76p127}. +\end{enumerate} + +\begin{theorem}[77]\hypertarget{thm77}{} +$\dfrac{d}{dx}\log_a x = \dfrac{1}{x} \cdot \log_a e$. +\end{theorem} + +\begin{proof} +\begin{align*} +\frac{\log_a(x + \Delta x)-\log_a x}{\Delta x} + & = \frac{1}{\Delta x} \log_a\frac{x+\Delta x}{x} \\ + & = \frac1x \cdot \log_a \left(1+\frac{\Delta x}{x}\right) ^ + {\frac{x}{\Delta x}}. +\end{align*} +But, by Theorem~\hyperlink{thm57}{57}, +\[ +\mathop{L}_{\Delta x \doteq 0} + \left(1 + \frac{\Delta x}{x} \right)^{\frac{x}{\Delta x}} = e. +\] +Therefore +\[ +\mathop{L}_{\text{\correction{$\Delta x\doteq 0$}{$\Delta x\doteq a$}}} + \frac{\log_a(x + \Delta x)-\log_a x}{\Delta x} = + \frac1x\cdot\log_a e.\qedhere +\] +\end{proof} +\begin{corollary} +\[ + \frac{d}{dx}\log_a x = \frac1x. +\] +\end{corollary} +\begin{theorem}[78]\hypertarget{thm78}{} +If $f'_1(x)$ exists and if there is a $V(x_1)$ upon which $f_1(x)$ is +continuous and possesses a single-valued inverse $x=f_2(y)$, then +$f_2(y)$ is differentiable and +\[ +f'_1(x_1) = \frac{1}{f'_2(y_1)},\ \text{where}\ y_1=f_1(x_1).\footnote{% + Theorem~\hyperlink{thm78}{78} gives a sufficient condition for the equality + \[ + \frac{dy}{dx} = \frac{1}{\frac{dx}{dy}}. + \]} +\] + +If $f'(x)$ is $0$ or $+\infty$ or $-\infty$ the convention +$\dfrac{1}{+\infty} = \dfrac{1}{-\infty} = 0$ is understood. Cf.\ +Theorem~\hyperlink{thm37}{37}. +\end{theorem} + +\begin{proof} +To prove this theorem we observe that +\[ +f'_1(x_1) = + \mathop{L}_{x \doteq x_1}\frac{f_1(x)-f_1(x_1)}{x-x_1} = + \mathop{L}_{x \doteq x_1}\frac{1}{\dfrac{x-x_1}{f_1(x)-f_1(x_1)}}. +\] +By the definition of single-valued inverse (p.~\pageref{dp45}), +\[ + \frac{x-x_1}{f_1(x)-f(x_1)} = \frac{f_2(y)-f_2(y_1)}{y-y_1}. +\] +%-----File: 138.png---Folio 126------ +Hence, by Theorems \hyperlink{thm38}{38} and \hyperlink{thm34}{34} and \hyperlink{thm37}{37}, +\[ + \mathop{L}_{x\doteq x_1} \dfrac{1}{ \dfrac{x-x_1}{f(x)-f(x_1)} } += \mathop{L}_{y\doteq y_1} \dfrac{1}{ \dfrac{f_2(y)-f_2(y_1)}{y-y_1} } += \frac{1}{f_2'(y)}.\qedhere +\] +\end{proof} +\begin{theorem}[79]\hypertarget{thm79}{} +If \index{Change of variable} +\begin{enumerate} +\item[\textnormal{(1)}]\hypertarget{item1p126}{} $f_1'(x)$ exists and is finite for $x = x_1$, and $f_1(x)$ +is continuous at $x = x_1$, +\item[\textnormal{(2)}]\hypertarget{item2p126}{} $f_2'(y)$ exists and is finite for $y_1 =f_1(x_1)$, +\end{enumerate} +then +\[ + \frac{d}{dx_1} f_2\{ f_1(x_1) \} += f_2'(y_1) \cdot f_1'(x_1).\footnote{% +Theorem~\hyperlink{thm79}{79} gives a sufficient condition for the equality +\[ + \frac{dz}{dx} = \frac{dz}{dy} \frac{dy}{dz}. +\]} +\] +\end{theorem} + +\begin{proof} +We prove this theorem first for the case when there is a $V^*(x_1)$ +upon which $f_1(x) \neq f_1(x_1)$. In this case the following is an +identity in $x$: +\hypertarget{eq1p126}{\[ + \frac{f_2\{f_1(x)\}-f_2\{f_1(x_1)\} }{ x-x_1 } += \frac{f_2\{f_1(x)\}-f_2\{f_1(x_1)\} }{ f_1(x)-f_1(x_1) } +\cdot \frac{f_1(x)-f_1(x_1) }{ x-x_1 }. +\tag{1} +\]} +By hypothesis~\hyperlink{item2p126}{(2)} and Theorem~\hyperlink{thm38}{38}, +\[ + f_2'(y_1) += \mathop{L}_{y\doteq y_1} \frac{f_2(y)-f_2(y_1) }{ y-y_1 } += \mathop{L}_{x\doteq x_1} + \frac{f_2\{f_1(x)\}-f_2\{f_1(x_1)\} }{ f_1(x)-f_1(x_1) }. +\] +By hypothesis~\hyperlink{item1p126}{(1)}, +\[ + f_1'(x) += \mathop{L}_{x\doteq x_1} \frac{f_1(x)-f_1(x_1) }{ x-x_1 }. +\] +Hence, by equation~\hyperlink{eq1p126}{(1)} and Theorem~\hyperlink{thm34}{34}, we have the existence of +\[ + \frac{d}{dx} f_2\{f_1(x)\} += \mathop{L}_{x\doteq x_1} + \frac{f_2\{f_1(x)\}-f_2\{f_1(x_1)\} }{ x-x_1 } += f_2'(y_1) \cdot f_1'(x_1). +\] + +If $f_1(x) = f_1(x_1)$ for values of $x$ on every neighborhood of $x = +x_1$, then, by hypothesis~(1) and the corollary of Theorem~\hyperlink{thm74}{74}, +\[ + f'(x_1) = 0. +\] +%-----File: 139.png---Folio 127------ +Let $[x']$ be the set of points upon which $f_1(x)\neq +f_1(x_1)$. (There is such a set unless $f(x)$ is constant in the +neighborhood of $x=x_1$.) Then, by the same argument as in the first +case, we have +\[ + \frac{d}{dx'}f_2\{f_1(x_1)\}=f_2'(y_1)\cdot f_1'(x_1) =0\text{ for $x$ + on the set $[x']$.} +\] +Let $[x'']$ be the set of values of $x$ not included in $[x']$. Then +\[ + \frac{d}{dx''}f_2\{f_1(x_1)\} += \mathop{L}_{x''\doteq x'} \frac{f_2\{f_1(x'')\}-f_2\{f_1(x_1)\}}{x''-x_1} = 0, +\] +since the limitand function is zero. Hence both for the set $[x']$ and +for the set $[x'']$ the conclusion of our theorem is that the +derivative required is zero. +\end{proof} +\begin{theorem}[80]\hypertarget{thm80}{} +\[ + \frac{d}{dx}a^x=a^x\log a. +\] +\end{theorem} + +\begin{proof} +Let +\begin{align*} + y&=a^x,\\ +\intertext{therefore} + \log y &= x\cdot\log a\\ +\intertext{and, by Theorem~\hyperlink{thm77}{77},} + \frac{\dfrac{dy}{dx}}y&= \log a,\\ +\intertext{whence} + \frac{dy}{dx}&=y\cdot \log a = a^x\log a.\qedhere +\end{align*} +\end{proof} + +This method also affords an elegant proof of +Theorem~\hyperlink{thm76}{76}\label{pt76p127}, viz., +\[ + \frac{d}{dx}x^n=nx^{n-1}. +\] +Let +\begin{align*} + y&=x^n,\\[2ex] + \log y &=n \log x,\\ + \frac{\dfrac{dy}{dx}}{y}&=\frac nx,\\ + \frac{dy}{dx}&=n\cdot\frac yx=n\cdot x^{n-1}. +\end{align*} +%-----File: 140.png---Folio 128------ +\section{Differential Notations.}\hypertarget{chVIIsec3}{}%[3] +\index{Differential} +If +\[ + y=f(x) \quad\text{and}\quad + \mathop{L}_{x \doteq a} \frac{f(x)-f(x_1)}{x-x_1}=K, +\] +we denote $f(x)-f(x_1)$ by $\Delta y$, and $x-x_1$ by $\Delta +x$. Then, by Theorem~\hyperlink{thm31}{31}, +\[ + \Delta y = \Delta x \cdot K + \Delta x \cdot \varepsilon(x), +\] +where $\Delta x \cdot \varepsilon(x)$ is an infinitesimal with respect +to $\Delta y$ and $\Delta x$ for $x \doteq a$. This fact is expressed +by the equation +\[ + dy = K \cdot dx,\ \text{where}\ K=f'(x). +\] +Here $dy$ and $dx$ are any numbers that satisfy this equation. There +is no condition as to their being small, either expressed or implied, +and $dx$ and $dy$ may be regarded as variable or +\begin{figure}[!hbtp]\label{fig16}\hypertarget{fig16}{} +\setlength{\unitlength}{0.1\textwidth} +\centering +\begin{picture}(8,6.5)(-0.5,-1) +\put(-0.5,0){\line(1,0){8}} +\put(0,-0.5){\line(0,1){6}} +\put(2.5,0){\line(0,1){2}} +\put(4.5,0){\line(0,1){3}} +\dashline{0.05}(4.5,3)(4.5,4) +\put(5.5,2){\line(0,1){3}} +\put(2.5,2){\line(1,0){3}} +\put(2,1.5){\line(1,1){3.5}} +\qbezier(2.5,2)(3.5,3)(4.5,3) +\qbezier(4.5,3)(5.5,3)(6,2.5) +\put(2.5,1.9){\makebox(0,0)[tl]{$A$}} +\put(2.5,-0.1){\makebox(0,0)[tc]{$x_1$}} +\put(4.5,1.9){\makebox(0,0)[tl]{$B'$}} +\put(4.5,-0.1){\makebox(0,0)[tc]{$x$}} +\put(4.5,2.9){\makebox(0,0)[tl]{$D'$}} +\put(4.5,4){\makebox(0,0)[tl]{$C'$}} +\put(5.5,1.9){\makebox(0,0)[tl]{$B$}} +\put(5.6,5){\makebox(0,0)[cl]{$C$}} +\put(3.5,2.1){\makebox(0,0)[bc]{$dx$}} +\put(5.6,3.5){\makebox(0,0)[lm]{$dy$}} +\put(3.5,-0.6){\makebox(0,0)[tc]{\sc Fig.~16}} +\end{picture} +\end{figure} +constant, large or small, as may be found convenient. When either $dx$ +or $dy$ is once chosen, the other is, of course, determined. The +numbers $dx$ and $dy$ are called the differentials of $x$ and $y$ +respectively. +%-----File: 141.png---Folio 129------ + +In Fig.~\hyperlink{fig16}{16}, $f'(x_1)$ is the tangent of the angle $CAB$, $dx$ is the +length of any segment $\overline{AB}$ with one extremity at $A$ and +parallel to the $x$-axis, and $dy$ is the length of the segment +$\overline{BC}$. If $x$ is regarded as approaching $x_1$, then +$\overline{AB'}$ is the infinitesimal $\Delta x$, $\overline{B'D'}$ is +$\Delta y$, while $\overline{D'C'}$ is $\varepsilon(x) \cdot \Delta +x$. Hence, by Theorem~\hyperlink{thm73}{73}, $\overline{D'C'}$ is an infinitesimal of +higher order than $\Delta x$ or $\Delta y$. + +We thus obtain a complete correspondence between derivatives and the +ratios of differentials. Accordingly, for any formula in derivatives +there is a corresponding formula in differentials. Thus corresponding +to Theorem~\hyperlink{thm75}{75} we have: + +\begin{theorem}[81]\hypertarget{thm81}{} +When for two functions $f_1(x)$ and $f_2(x)$ +\[ + df_1(x)=f'_1(x)\cdot dx\text{ and }df_2(x)=f_2(x)\cdot dx\text{ at }x_1, +\] +it follows that +\begin{enumerate} +\item[\textnormal{(\textit{a})}] If $f_3(x)=f_1(x)+f_2(x)$, then +\begin{align*} + df_3(x_1)&=\{f'_1(x_1)+f'_2(x_1)\}dx \\ + &= df_1(x_1)+df_2(x_1). +\end{align*} +\item[\textnormal{(\textit{b})}] If $f_3(x)=f_1(x)-f_2(x)$, then +\begin{align*} + df_3(x_1)&=\{f'_1(x_1)-f'_2(x_1)\}dx \\ + &= df_1(x_1)-df_2(x_1). +\end{align*} +\item[\textnormal{(\textit{c})}] If $f_3(x)=f_1(x) \cdot f_2(x)$, then +\begin{align*} + df_3(x_1)&=\{f_1(x_1)\cdot f'_2(x_1) + f_2(x_1)+f'_1(x_1)\}\cdot dx +\\ &= f_1(x_1)\cdot df_2(x_1)+f_2(x_1)\cdot df_1(x_1). +\end{align*} +\item[\textnormal{(\textit{d})}] If $f_3(x)=\dfrac{f_1(x)}{f_2(x)}$, then +\begin{align*} + df_3(x_1)&=\dfrac{\{f_2(x_1)\cdot f'_1(x_1)-f_1(x_1)\cdot f'_2(x_1)\} +\cdot dx}{\{f_2(x_1)\}^2} \\ + &= \dfrac{f_2(x_1)\cdot df_1(x_1)-f_1(x_1)df_2(x_1)}{\{f_2(x_1)\}^2}. +\end{align*} +\end{enumerate} +\end{theorem} +The rule obtained on page~\pageref{p122t76} et seq.\ that the derivative of $x^k$ is +$k \cdot x^{k-1}$ corresponds to the equation $dx^k=k\cdot +x^{k-1}\cdot dx$. If, in the +%-----File: 142.png---Folio 130------ +equation $dy=f'(x)dx$, $dx$ is regarded as a constant while $x$ +varies, then $dy$ is a function of $x$. We then obtain a differential +$d_2(dy) = \{f''(x)\cdot dx\}d_2x$ in precisely the same manner that +we obtain $dy=f'(x)\cdot dx$. Since $d_2x$ may be chosen arbitrarily, +we choose it equal to $dx$. Hence $d(dy) =f''(x)dx^2$. We write this +\[ + d^2y=f''(x)\cdot dx^2. +\] +The \index{Differential coefficient}\textit{differential coefficient} $f''(x)$ is clearly identical +with the \textit{derivative of} $f'(x)$. In this manner we obtain +successively +\[ + d^3y=f^{(3)}(x)\cdot dx^3,\ \text{etc.} +\] + +We may write these results, +\[ + \frac{dy}{dx}=f'(x),\ \frac{d^2y}{dx^2}=f''(x),\ldots,\ + \frac{d^ny}{dx^n}f^{(n)}(x). +\] +Evidently the existence of the differential coefficient is coextensive +with the existence of the derivative. + +\section{Mean-value Theorems.}\hypertarget{chVIIsec4}{}%[4] + +\begin{theorem}[82]\hypertarget{thm82}{} +If $f(x)$ has a unique and finite derivative at $x=x_1$, then $f(x)$ +is continuous at $x_1$. +\end{theorem} + +\begin{proof} +The proof depends upon the evident fact that if $f(x)-f(x_1)$ approach +anything but zero as $x$ approaches $x_1$, then one of the values +approached by +\[ + \frac{f(x)-f(x_1)}{x-x_1} +\] +is $+\infty$ or $-\infty$. +\end{proof} + +\begin{definition}\index{Maximum of a function} +The function $f(x)$ is said to have a \textit{maximum} at $x=x_1$ if +there exists a neighborhood $V(x_1)$ such that +\begin{enumerate} +\item[(1)] No value of $f(x)$ in $V(x_1)$ is greater than $f(x_1)$. + +\item[(2)] There is a value of $x$, $x_2$, in $V(x_1)$ such that $x_2<x_1$ +and $f(x_2)<f(x_1)$. +%-----File: 143.png---Folio 131------ + +\item[(3)] There is a value of $x$, $x_3$, in $V(x_1)$ such that $x_3 > x_1$ \correction{and}{\textit{and}} +$f(x_3) < f(x_1)$. +\end{enumerate} + +Similarly we define a \index{Minimum of a function}\textit{minimum} of a function. +\end{definition} +This definition allows any point of a constant stretch like $a$, +Fig.~\hyperlink{fig17}{17}, to be a maximum, but does not allow any point of $b$ to be +either a maximum or a minimum. + +\begin{figure}[!hbtp]\label{fig17}\hypertarget{fig17}{} +\centering +\setlength{\unitlength}{0.08\textwidth} +\begin{picture}(10,7)(0,-0.5) +\path(0,6.5)(0,0)(10,0) +\path(0.25,2.5)(1.5,3.5)(3.5,3.5)(5,2) +\path(5.25,2.25)(6,3.5)(8.5,3.5)(9.5,5.75) +\put(2.5,3.55){\makebox(0,0)[bc]{$a$}} +\put(7.25,3.55){\makebox(0,0)[bc]{$b$}} +\put(5,-0.5){\makebox(0,0)[bc]{\sc Fig.~17.}} +\end{picture} +\end{figure} + +\begin{theorem}[83]\hypertarget{thm83}{}\label{t83p131} +If $f'(x_1)$ exists and if $f(x)$ has a maximum or a minimum at $x = +x_1$, then $f'(x_1) = 0$. +\end{theorem} + +\begin{proof} +In case of a maximum at $x_1$, it follows directly from the hypothesis +that +\[ + \mathop{L}_{\stackrel{x\doteq x_1}{x > x_1}} + \frac{f(x)-f(x_1)}{x-x_1} \qqle 0, \text{ and also } + \mathop{L}_{\stackrel{x\doteq x_1}{x < x_1}} + \frac{f(x)-f(x_1)}{x-x_1} \qqge 0, +\] +Since $f'(x_1)$ exists these limits are equal, that is, the derivative +is equal to zero. Similarly in case of a minimum. +\end{proof} + +\begin{theorem}[84]\index{Rolle's theorem}\hypertarget{thm84}{} +If $f(x_1) = f(x_2)$, $f(x)$ being continuous on the +%-----File: 144.png---Folio 132------ +interval $\interval{x_1}{x_2}$, and if the derivative +exists\footnote{% + Not necessarily finite.} +at every point between $x_1$ and $x_2$, then there is a value $\xi$ +between $x_1$ and $x_2$ such that $f'(\xi) =0$. The derivative need +not exist at $x_1$ and $x_2$. +\end{theorem} + +\begin{proof} +\begin{enumerate} +\item[(\textit{a})] The function may be a constant between $x_1$ and +$x_2$, in which case $f'(x)=0$ for all values of $x$ between $x_1$ and +$x_2$ by Theorem~\hyperlink{thm74}{74}. + +\item[(\textit b)] There may be values of the function between $x_1$ +and $x_2$ which are greater than $f(x_1)$ and $f(x_2)$. Since the +function is continuous on the interval $\interval{x_1}{x_2}$, it +reaches a least upper bound on this interval at some point $x_3$ +(different from $x_1$ and $x_2$). By Theorem~\hyperlink{thm83}{83}, +\[ + f'(x_3)=0. +\] +\item[(\textit{c})] In case there are values of the function on the +interval $\interval{x_1}{x_2}$ less than $f(x_1)$, the derivative is +zero at the minimum point in precisely the same manner as under case +(\textit{b}). +\end{enumerate} +\end{proof} + +\begin{figure}[!hbtp]\label{fig18}\hypertarget{fig18}{} +\centering +\setlength{\unitlength}{0.06\textwidth} +\begin{picture}(7,6.5)(-1,-1.5) +\put(-1,0){\line(1,0){7}} +\put(0,0){\line(0,1){5}} +\put(5,0){\line(0,1){4}} +\put(0,5){\line(5,-1){5}} +\put(1.5,3){\line(5,-1){3}} +\dashline{0.1}(3,0)(3,2.7) +\qbezier(0,5)(1.5,3)(3,2.7) +\qbezier(3,2.7)(4,2.5)(5,4) +\put(0,-0.25){\makebox(0,0)[tc]{$x_1$}} +\put(0,5.25){\makebox(0,0)[bc]{$A$}} +\put(3,-0.25){\makebox(0,0)[tc]{$\xi$}} +\put(5,-0.25){\makebox(0,0)[tc]{$x_2$}} +\put(5,4.25){\makebox(0,0)[bc]{$B$}} +\put(2.5,-1){\makebox(0,0)[tc]{\textsc{Fig.~18.}}} +\end{picture} +\end{figure} + +This theorem is called \textsc{Rolle's} Theorem. The restriction +that $f(x)$ shall be continuous is unnecessary if the derivative +%-----File: 145.png---Folio 133------ +exists, but simplifies the argument. The proof without this +restriction is suggested as an exercise for the reader. + +The geometric interpretation is that any curve representing a +continuous function, $f(x)$, such that $f(x_1) = f(x_2)$, and having a +tangent at every point \correction{between}{betweeen} $x_1$ and $x_2$ +has a horizontal tangent at some point between them. An immediate +generalization of this is that between any two points $A$ and $B$ on a +curve which satisfies the hypothesis of this theorem there is a +tangent to the curve which is parallel to the line $AB$. The +following theorem is a corresponding analytical generalization: + +\begin{theorem}[85]\index{Mean-value theorem!of the differential calculus} +\hypertarget{thm85}{}If $f(x)$ is continuous on the interval $\interval{x_1}{x_2}$, and if +the derivative exists at every point between $x_1$ and $x_2$, then +there is a value of $x$, $x = \xi$, between $x_1$ and $x_2$ such that +\[ + f'(\xi) = \frac{f(x_1)-f(x_2)}{x_1-x_2}. +\] +\end{theorem} + +\begin{proof} +Consider a function $f_1(x)$ such that +\[ + f_1(x) = f(x)-(x-x_2)\cdot \frac{f(x_1)-f(x_2)}{x_1-x_2}; +\] +then $f_1(x_1)= f(x_2)$ and $f_1(x_2) = f(x_2)$. Therefore $f_1(x_1) = f_1(x_2)$. +Hence, by Theorem~\hyperlink{thm84}{84}, there is an $x$, $x = \xi$ on the segment $\overline{x_1\ x_2}$ +such that $f_1'(\xi) = 0$. +That is, +\[ + f_1'(\xi) = f'(\xi)-\frac{f(x_1)-f(x_2)}{x_1-x_2} = 0. +\] +Therefore +\[ + f'(\xi) = \frac{f(x_1)-f(x_2)}{x_1-x_2}.\qedhere +\] +\end{proof} +This is the ``mean-value theorem.'' Its content may also be expressed +by the equation +\[ + f(x_2) = f(x_1) + (x_2-x_1) f'(\xi). +\] +%-----File: 146.png---Folio 134------ +Denoting $x_1-x$ by $dx$ and $\xi$ by $x+\theta dx$, where +$0<\theta<1$, it takes the form +\[ + f(x_1 +dx) = f(x_1) + f'(x_1+\theta dx)dx. +\] + +\begin{theorem}[86]\hypertarget{thm86}{} +If $f_1(x)$ and $f_2(x)$ are continuous on an interval $\interval{a}{b}$, and if $f_1'(x)$ and $f_2'(x)$ exist between $a$ and $b$, +$f_2'(x)\neq\pm\infty$, and $f_2'(x)\neq 0$, $f_2(a)\neq f_2(b)$, then +there is a value of $x$, $x=\xi$ between $a$ and $b$ such that +\[ + \frac{f_1(a)-f_1(b)}{f_2(a)-f_2(b)} = \frac{f_1'(\xi)}{f_2'(\xi)}. +\] +\end{theorem} + +\begin{proof} +Consider a function +\[ + f_3(x)= \frac{f_1(a)-f_1(b)}{f_2(a)-f_2(b)} \{ f_2(x)-f_2(b) \}-\{ + f_1(x)-f_1(b) \}. +\] +Since $f_3(a)=0$ and $f_3(b)=0$, we have as before $f_3'(\xi)=0$.\\ +But +\[ + f_3'(\xi)= \frac{f_1(a)-f_1(b)}{f_2(a)-f_2(b)} \cdot + f'_2(\xi)-f'_1(\xi). +\] +Therefore +\[ + \frac{f_1(a)-f_1(b)}{f_2(a)-f_2(b)} = \frac{f_1'(\xi)}{f_2'(\xi)}.\qedhere +\] +\end{proof} + +This is called the second mean-value theorem. The first mean-value +theorem has a very important extension to ``Taylor's series with a +remainder,'' which follows as Theorem~\hyperlink{thm87}{87}. + + +\section{Taylor's Series.}\hypertarget{chVIIsec5}{}%[5] +\index{Taylor's series}\index{Series!Taylor's} +The derivative of $f'(x)$ is denoted by $f''(x)$ and is called the +second \correction{derivative}{derviative} of $f(x)$. In general the +$n$th derivative is the derivative of the $n-1$st derivative and is +denoted by $f^{(n)}(x)$. + +\begin{theorem}[87]\hypertarget{thm87}{} +If the first $n$ derivatives of the function $f(x)$ exist and are +finite upon the interval $\interval{a}{b}$, there is a value of $x$, +$x_n$ on the interval $\interval{a}{b}$ such that +%-----File: 147.png---Folio 135------ +\begin{multline*} + f(b) = f(a) + + \frac{(b-a)}{1!} f'(a) + + \frac{(b-a)^2}{2!} f''(a) + \ldots +\\ + + \frac{(b-a)^{n-1}}{(n-1)!}\cdot f^{(n-1)}(a) + + \frac{(b-a)^n}{n!} f^{(n)}(x_n). +\end{multline*} +\end{theorem} +\begin{proof} +Let $R_n$ be a constant such that +\begin{multline*} + F(x) = f(x)-f(a)-(x-a)f'(a)-\frac{(x-a)^2}{2!}f''(a)-\ldots +\\ + -\frac{(x-a)^{n-1}}{(n-1)!}f^{(n-1)}(a)-\frac{(x-a)^n}{n!}R_n +\end{multline*} +is equal to zero for $x=b$. Since $F(x)=0$ for $x=a$, there is, by +Theorem~\hyperlink{thm84}{84}, some value of $x$, $x_1$, $a<x_1<b$ such that $F'(x_1)=0$. +That is, +\begin{multline*} + F'(x) = f'(x)-f'(a)-(x-a)f''(a)-\ldots +\\ + -\frac{(x-a)^{n-2}}{(n-2)!}f^{(n-1)}(a)- + \frac{(x-a)^{n-1}}{(n-1)!}R_n +\end{multline*} +is equal to zero for $x=x_1$. Since also $F'(a) =0$, there is a value +of $x$, $x_2$, $a<x_2<x_1$ such that $F''(x_2)=0$. Proceeding in this +manner we obtain a value of $x$, $x_n$, $a<x_n<x_{n-1}$ such that +\[ + F^{(n)}(x_n) = 0. +\] +But +\[ + F^{(n)}(x_n) = f^{(n)}(x_n)-R_n = 0. +\] +Therefore +\[ + R_n = f^{(n)}(x_n), +\] +whence the theorem. +\end{proof} + +\begin{corollary} +In Theorem~\hyperlink{thm87}{87}, $f^{(n)}(x)$ need be supposed to exist only on +\correction{$\overline{a\ b}$}{$\overline{ab}$}. +\end{corollary} + +\begin{definition} +The expression +\[ + \frac{(b-a)^n}{n!}R_n = + \frac{(b-a)^n}{n!}f^n(x_n) = + f(b)-\sum_{k=0}^{n-1} \frac{(b-a)}{k!} f^{(k)}(a) +\] +is called the \textit{remainder}, and the infinite series +\[ + \sum_{k=0}^\infty \frac{\text{\correction{$(b-a)^n$}{$(b-a^n)$}}}{n!} f^{(n)}(a) +\] +is called \index{Series!Taylor's}\textit{Taylor's Series}. +\end{definition} +%-----File: 148.png---Folio 136------ +If +\[ + \mathop{L}_{n=\infty} \frac{f^{(n)}(x_n)(b-a)^n}{n!} = c, +\] +a constant different from zero,\\ +then +\[ + \sum_{n=0}^\infty \frac{f^{(n)}(a)(b-a)^n}{n!} +\] +is convergent but not equal to $f(b)$, i.e., +\[ + \sum_{n=0}^\infty \frac{f^{(n)}(a)}{n!} \cdot (b-a)^n = f(b)-c. +\] +If +\[ + \mathop{L}_{n=\infty} \frac{f^{(n)}(x_n)}{n!} \cdot (b-a)^n +\] +fails to exist and be finite, then +\[ + \sum_{n=0}^\infty \frac{f^{(n)}(a)}{n!} \cdot (b-a)^n +\] +is a divergent series. + +Hence an obvious necessary and sufficient condition that for a +function $f(x)$ all of whose derivatives exist for the values of $x$, +$a\qqle x\qqle b$, +\[ + f(b) = \sum_{n=0}^\infty \frac{f^{(n)}(a)}{n!} \cdot (b-a)^n, +\] +is that +\[ +\mathop{L}_{n\doteq\infty} \frac{f^{(n)}(x_n)}{n!} (b-a)^n = +0.\footnotemark +\] +\footnotetext{% + \[ + \mathop{L}_{n\text{\correction{$\doteq$}{$=$}}\infty} \frac{f^{(n)}(x_n)}{n!} (b-a)^n = 0. + \] + for every value of $x$ on $\interval{a}{b}$ is not sufficient, since + $x_n$ depends upon $n$. + } + +This leads at once, by Theorem~\hyperlink{thm33}{33}, to the following sufficient +condition: +%-----File: 149.png---Folio 137------ + +\begin{theorem}[88]\hypertarget{thm88}{} +If $f^{(n)}(x)$ exists and $\left|f^{(n)}(x) \right|$ is less than a +fixed quantity $M$ for every $x$ on the interval $\interval{a}{b}$ and +for every $n$ $(n = 1, 2, \ldots)$, then +\[ + f(b) = f(a) + \frac{(b-1)}{1!}f'(a) + \ldots + + \frac{(b-a)^n}{n!}f^{(n)}(a) + \ldots. +\] +\end{theorem} + +Functions are well known all of whose derivatives exist at every point +on an interval $\interval{a}{b}$, but such that for some point on this +interval +\[ + \sum_{n=0}^\infty \frac{f^{(n)}(a)}{n!} (x-a)^n = f(x) + R(x), +\] +where $R$ is a function of $x$ not identically zero. Other functions +are known for which the series is divergent. The classical example of +the former is that given by Cauchy,\footnote{% + \textsc{Cauchy}, \textit{Collected Works}, 2d series, Vol.~4, + p.~250.} +$e^{-\frac{1}{x^2}}$ at the point $x=0$. If this function is defined +to be zero for $x=0$, all its derivatives are zero for $x=0$, whence +Taylor's development gives a function which is zero for all values of +$x$. + +\textsc{Pringsheim}\footnote{% + \textsc{A.~Pringsheim}, Mathematische Annalen, Vol.~44 (1893), p.\ + 52, 53. See also \textsc{K\"onig}, Mathematische Annalen, Vol.~23, + p.~450.} +has given a set of necessary and sufficient conditions that a function +shall be representable for the values of $h$, $0<h<R$, by means of the +series +\[ + \sum_{n=0}^\infty \frac{1}{n!} \cdot f^{(n)}(0) \cdot h^n. +\] + +It was remarked above, p.~\pageref{t83p131}, that a necessary condition for $f(x)$ +to be a maximum at $x = a$ is $f'(a) = 0$ if the derivative exists. +Taylor's series permits us to extend this as follows: + +\begin{theorem}[89]\hypertarget{thm89}{} +If on some $V(a)$ the first $n$ derivatives of $f(x)$ exist and are +finite and on $V^*(a) f^{(n+1)}(x)$ exists and is bounded,\footnote{% + Instead of assuming the existence of $f^{(n+1)}(x)$ we might have + assumed $f^{(n)}(x)$ continuous without essentially changing the + proof.} +and if +%-----File: 150.png---Folio 138------ +\begin{gather*} + 0=f'(a)=f''(a)=\ldots=f^{(n-1)}(a),\\ + f^{(n)}(a)\neq0, +\end{gather*} +\emph{then}: +\begin{enumerate} +\item[\textnormal{(1)}] If $n$ is odd, $f(x)$ has neither a maximum nor a minimum +at $a$; + +\item[\textnormal{(2)}] If $n$ is even, $f(x)$ has a maximum or a minimum according +as $f^{(n)}(a)<0$ or $f^{(n)}(a)>0$. +\end{enumerate} +\end{theorem} +\begin{proof} +By Taylor's theorem, for every $x$ in the vicinity of \correction{$a$}{a} +\[ + f(x)=f(a) + (x-a)^nf^{(n)}(a)+(x-a)^{n+1}\cdot f^{(n+1)}(\xi_x), +\] +where $\xi_x$ is between $x$ and $a$. Hence +\[ + f(x)-f(a) = (x-a)^n\{f^{(n)}(a)+(x-a)f^{(n+1)}(\xi_x)\}. +\] +But since $f^{(n+1)}(\xi_x)$ is bounded and $x-a$ is infinitesimal, +there exists a $\overline{V^*}(a)$ such that if $x$ is in +$\overline{V^*}(a)$, +\[ + f(x)-f(a) +\] +is positive or negative according as +\[ + (x-a)^n\cdot f^{(n)}(a) +\] +is positive or negative. +\begin{enumerate} +\item[(1)] If $n$ is odd, $(x-a)^n$ is of the same sign as $x-a$, and +hence for $f^{(n)}(a)>0$ +\begin{gather*} +f(x)-f(a)>0 \quad \text{if } x>a,\\ +f(x)-f(a)<0 \quad \text{if } x<a; +\end{gather*} +while for $f^{(n)}(a)<0$ +\begin{gather*} +f(x)-f(a)>0 \quad \text{if } x<a,\\ +f(x)-f(a)<0 \quad \text{if } x>a. +\end{gather*} + +\item[(2)] If $n$ is even, $(x-a)^n$ is always positive, and hence if +$f^{(n)}(a) >0$, +\[ + \left. + \begin{aligned} + f(x)-f(a)>0 \quad &\text{if } x>a,\\ + f(x)-f(a)>0 \quad &\text{if } x<a; + \end{aligned}\right\} + \text{ then $f(a)$ is a maximum.} +\] +%-----File: 151.png---Folio 139------ +If $f^{(n)}(a)<0$, +\[ +\left. +\begin{aligned} + f(x)-f(a)<0 &\quad \text{if } x>a, \\ + f(x)-f(a)<0 &\quad \text{if } x<a; +\end{aligned} +\right\} \text{ then $f(a)$ is a minimum.} +\] +\end{enumerate} +\end{proof} + + +\section{Indeterminate Forms.}\hypertarget{chVIIsec6}{}%[6] + +The mean-value theorems have an important application in the +derivation of \index{LHosp@L'Hospital's rule}\textsc{l'Hospital's} rule for calculating +``indeterminate forms.'' There are seven cases. + +\begin{enumerate} +\item[(1)]\hypertarget{case1}{} $\dfrac{0}{0}$, i.e., to compute +$\displaystyle\mathop{L}_{x \doteq a}\frac{f(x)}{\phi(x)}$ if +$\displaystyle\mathop{L}_{x \doteq a}f(x)=0$ and +$\displaystyle\mathop{L}_{x \doteq a}\phi(x)=0$. + +\item[(2)]\hypertarget{case2}{} $\dfrac{\infty}{\infty}$, i.e., to compute +$\displaystyle\mathop{L}_{x \doteq a}\frac{f(x)}{\phi(x)}$ if +$\displaystyle\mathop{L}_{x \doteq a}f(x)=\pm\infty$ and +$\displaystyle\mathop{L}_{x \doteq a}\phi(x)=\pm\infty$. + +\item[(3)]\hypertarget{case3}{} $\infty-\infty$, i.e., to compute +$\displaystyle\mathop{L}_{x \doteq a}\{f(x)-\phi(x)\}$ if +$\displaystyle\mathop{L}_{x \doteq a}f(x)=\pm\infty$ and +$\displaystyle\mathop{L}_{x \doteq a}\phi(x)=\pm\infty$. + +\item[(4)]\hypertarget{case4}{} $0 \cdot \infty$, i.e., to compute +$\displaystyle\mathop{L}_{x \doteq a}f(x)\cdot\phi(x)$ if +$\displaystyle\mathop{L}_{x \doteq a}f(x)=0$ and +$\displaystyle\mathop{L}_{x \doteq a}\phi(x)=\pm\infty$. + +\item[(5)]\hypertarget{case5}{} $1^\infty$, i.e., to compute +$\displaystyle\mathop{L}_{x \doteq a}f(x)^{\phi(x)}$ if +$\displaystyle\mathop{L}_{x \doteq a}f(x)=1$ and +$\displaystyle\mathop{L}_{x \doteq a}\phi(x)=\pm\infty$. + +\item[(6)]\hypertarget{case6}{} $0^0$, i.e., to compute +$\displaystyle\mathop{L}_{x \doteq a}f(x)^{\phi(x)}$ if +$\displaystyle\mathop{L}_{x \doteq a}f(x)=0$ and +$\displaystyle\mathop{L}_{x \doteq a}\phi(x)=0$. + +\item[(7)]\hypertarget{case7}{} $\infty^0$, i.e., to compute +$\displaystyle\mathop{L}_{x \doteq a}f(x)^{\phi(x)}$ if +$\displaystyle\mathop{L}_{x \doteq a}f(x)=\pm\infty$ and +$\displaystyle\mathop{L}_{x \doteq a}\phi(x)=0$. +\end{enumerate} + +These problems may all be reduced to one or the other of the first +two. The third may be written (since $f(x)\neq 0$ on some $V^*(a)$) +\[ + f(x)-\phi(x) = \frac{1}{\dfrac{1}{f(x)}}-\phi(x) = + \frac{1-\dfrac{\phi(x)}{f(x)}}{\dfrac{1}{f(x)}}, +\] +which is either determinate or of type~\hyperlink{case1}{(1)}. +%-----File: 152.png---Folio 140------ + +To the cases \hyperlink{case5}{(5)}, \hyperlink{case6}{(6)}, and \hyperlink{case7}{(7)} we may apply the corollaries of +Theorem~\hyperlink{thm39}{39} of Chapter~\hyperlink{chapIV}{IV}, from which it follows (provided $f(x) \neq +0$ on some $V^*(a)$), that +\[ + \mathop{L}_{x\doteq a} f(x)^{\phi(x)} +\] +exists if and only if +\[ + \log \mathop{L}_{x\doteq a} f(x)^{\phi(x)} += \mathop{L}_{x \doteq a} \log f(x)^{\phi(x)} += \mathop{L}_{x\doteq a} \phi(x) \log f(x) \text{ exists.} +\] +The evaluation of +\[ + \mathop{L}_{x \doteq a} \frac{\log f(x)}{\dfrac{1}{\phi(x)}} +\] +comes under case~\hyperlink{case1}{(1)} or case~\hyperlink{case2}{(2)}. + +The evaluation of cases \hyperlink{case1}{(1)} and \hyperlink{case2}{(2)} is effected by the following +theorems: + +\begin{theorem}[90]\hypertarget{thm90}{} +If $f(x)$ and $\phi(x)$ are continuous and differentiable and +$\phi(x)$ is monotonic and $\phi'(x) \neq 0$ and $\phi'(x)\neq \infty$ +and +\begin{enumerate} +\item[\textnormal{(1)}] if $\displaystyle \mathop{L}_{x \doteq \infty} f(x)=0$ and + $\displaystyle \mathop{L}_{x \doteq \infty} \phi(x)=0$ or +\item[\textnormal{(2)}] if $\displaystyle\mathop{L}_{x \doteq \infty} \phi(x) = + \pm\infty$,\footnote{% + It is not necessary that $Lf(x)=\infty$; cf.\ Theorem~\hyperlink{thm69}{69}.} +\end{enumerate} +then if +\begin{align*} + &\mathop{L}_{x \doteq \infty} \frac{f'(x)}{\phi'(x)} = K,\\ + &\mathop{L}_{x \doteq \infty} \frac{f(x)}{\phi(x)} +\end{align*} +exists and is equal to K. +\end{theorem} + +\begin{proof} +For every positive $h$ we have, by the second mean-value theorem, +\[ + \frac{f(x+h)-f(x)}{\phi(x+h)-\phi(x)} = + \frac{f'(\xi_x)}{\phi'(\xi_x)}, +\] +where $\xi_x$ lies between $x$ and $x+h$. But since $\xi_x$ takes on +values which are a subset of the values of $x$, and since +$\displaystyle\mathop{L}_{x\doteq\infty} \xi_x = \infty,$ +%-----File: 153.png---Folio 141------ +\[ + \mathop{L}_{x \doteq \infty} \frac{f'(x)}{\phi'(x)} = K \quad + \text{implies} \quad \mathop{L}_{x \doteq \infty} + \frac{f'(\xi_x)}{\phi'(\xi_x)} = K, +\] +which in turn implies +\[ + \mathop{L}_{x \doteq \infty} + \dfrac{f(x+h)-f(x)}{\phi(x+h)-\phi(x)}=K, +\] +and this, according to Theorems \hyperlink{thm68}{68} and \hyperlink{thm69}{69}, gives +\[ + \mathop{L}_{x \doteq \infty} \frac{f(x)}{\phi(x)} = K.\qedhere +\] +\end{proof} +\begin{corollary} +If $f(x)$ is continuous and differentiable, then +\[ + \mathop{L}_{x \doteq \infty} \frac{f(x)}{x} = + \mathop{L}_{x \doteq \infty} f'(x). +\] +\end{corollary} + +The theorem above can be extended by the substitution +\[ + z=\frac{1}{x-a} +\] +to the case where $x$ approaches a finite value $a$. The approach must +of course be one-sided. + +\begin{theorem}[91]\hypertarget{thm91}{} +If $f(x)$ and $\phi(x)$ are continuous and differentiable on some +$V^*(a)$ and $f(x)$ is bounded on every finite interval, while +$\phi(x)$ is monotonic and +\begin{enumerate} +\item[\textnormal{(1)}] $\displaystyle \mathop{L}_{x \doteq a} f(x)=0$, +$\displaystyle \mathop{L}_{\text{\correction{$x\doteq a$}{$x=a$}}} \phi(x)=0$ or + +\item[\textnormal{(2)}] $\displaystyle \mathop{L}_{\text{\correction{$x\doteq a$}{$x=a$}}} \phi(x)=+\infty$ +or $-\infty$: +\end{enumerate} +then if +\[ + \mathop{L}_{x \doteq a} \frac{f'(x)}{\phi'(x)}=K, +\] +it follows that +\[ + \mathop{L}_{x \doteq a} \frac{f(x)}{\phi(x)} +\] +exists and is equal to $K$. +\end{theorem} +%-----File: 154.png---Folio 142------ + +\begin{proof} +If $\displaystyle \mathop{L}_{x\doteq a} \frac{f'(x)}{\phi'(x)}$ +exists, the limit exists when the approach is only on values of +$x>a$. Consider only such values of $x$. Then if +\begin{align*} + z=\frac{1}{x-a},\ &f(x)=f(a+\frac1z)=F(z) +\\ +\intertext{and} + &\phi(x) = \phi(a+\frac1z) = \Phi(z), +\end{align*} +by hypothesis and Theorem~\hyperlink{thm79}{79}, $F'(z)$ and $\Phi'(z)$ exist and +\begin{align*} + &F'(z) = f'(x)\frac{dx}{dz}, \\ + &\Phi'(z)=\phi'(x)\frac{dx}{dz}. +\end{align*} +Hence if +\[ + \mathop{L}_{x\doteq a} \frac{f'(x)}{\phi'(x)}=K, +\] +then, according to Theorem~\hyperlink{thm38}{38}, +\[ + \mathop{L}_{x\doteq \infty} \frac{F'(z)}{\Phi'(z)} +\] +exists and is equal to $K$. +Hence, by Theorem~\hyperlink{thm90}{90}, +\[ + \mathop{L}_{x\doteq \infty} \frac{F(z)}{\Phi(z)} +\] +exists and is equal to $K$. +Hence, by Theorem~\hyperlink{thm38}{38}, +\[ + \mathop{L}_{x\doteq a} \frac{f(x)}{\phi(x)} +\] +exists and is equal to $K$. +\end{proof} + +We have now derived conditions under which we can state a general rule +for computing an indeterminate form. + +Provided $f(x)$ is not zero on every $V^*(a)$, any of the forms \hyperlink{case3}{(3)} to +\hyperlink{case7}{(7)} can be reduced to +\hypertarget{a}{\[ +\tag{\textit{a}} + \frac{F(x)}{\Phi(x)} +\]} +%-----File: 155.png---Folio 143------ +where this is of type~\hyperlink{case1}{(1)} or \hyperlink{case2}{(2)}. Provided $F(x)$ and $\Phi(x)$ +satisfy the conditions of Theorem~\hyperlink{thm91}{91}, the existence of the limit of +\hyperlink{a}{(a)} depends on the existence of the limit of +\hypertarget{b}{\[ + \frac{F'(x)}{\Phi'(x)}.\tag{\textit{b}} +\]} +If \hyperlink{b}{(\textit{b})} is indeterminate, and $F'(x)$ and $\Phi'(x)$ satisfy +the conditions of Theorem~\hyperlink{thm91}{91}, the limit of \hyperlink{b}{(\textit{b})} depends on the +limit of +\[ + \frac{F''(x)}{\Phi''(x)},\tag{\textit{c}} +\] +and so on in general. If at each step the conditions of Theorem~\hyperlink{thm91}{91} are +satisfied and the form is still indeterminate, the limit of +\[ + \frac{F^{(n)}(x)}{\Phi^{(n)}(x)}\tag{$n$} +\] +depends on the limit of +\[ + \frac{F^{(n+1)}(x)}{\Phi^{(n+1)}(x)}.\tag{$n+1$} +\] +If ($n$) is indeterminate for all values of $n$, this rule leads to no +result. If for some value of $n$ +\[ + \mathop{L}_{x\doteq a}\frac{F^{(n)}(x)}{\Phi^{(n)}(x)}=K, +\] +then all the preceding limits exist and are equal to $K$, and so +\[ + \mathop{L}_{x\doteq a}\frac{F(x)}{\Phi(x)}=K. +\] +The original expression is equal to $K$ or $e^K$ according to the case +under consideration. +%-----File: 156.png---Folio 144------ + +\section{General Theorems on Derivatives.}\hypertarget{chVIIsec7}{}%[7] +\begin{theorem}[92]\hypertarget{thm92}{} +If $f(x)$ is continuous and $f'(x)$ exists for every $x$ on an +interval $\interval{a}{b}$, then $f'(x)$ takes on every value between +any two of its values. +\end{theorem} + +\begin{proof} +Consider any two values of $f'(x)$, $f'(x_1)$, and $f'(x_2)$ on the +interval $\interval{a}{b}$. Consider, further, the function +$\dfrac{f(x)-f(x_1)}{x-x_1}$ on the interval between $x_1$ and +$x_2$. Since $\dfrac{f(x)-f(x_1)}{x-x_1}$ is a continuous function of +$x$ on this interval, it takes on every value between +$\dfrac{f(x_2)-f(x_1)}{x_2-x_1}$ and $f'(x_1)$, which is its limiting +value as $x$ approaches $x_1$. Hence, by Theorem~\hyperlink{thm85}{85}, $f'(x)$ takes on +all values between and including $f'(x_1)$, and +$\dfrac{f(x_2)-f(x_1)}{x_2-x_1}$ for values of $x$ on the interval +$\interval{x_1}{x_2}$. By considering in a similar manner the +function $\dfrac{f(x_2)-f(x)}{x_2-x}$ on the interval $\interval{x_1}{x_2}$, we show that $f'(x)$ takes on all values between +$\dfrac{f(x_2)-f(x_1)}{x_2-x_1}$ and $f'(x_2)$. Hence $f'(x)$ takes on +all values between $f'(x_1)$ and $f'(x_2)$. +\end{proof} + +\begin{theorem}[93]\hypertarget{thm93}{} +If the derivative exists at every point on an interval, including its +end-points, it does not follow that the derivative is continuous or +that it takes on its upper and lower bounds. +\end{theorem} + +\begin{proof} +This is shown by the following example. + +The curve shall lie between the $x$-axis and the parabola $y = +\frac12x^2$. The straight lines of slopes $1, 1\frac12, +1\frac34,\ldots, 1+\dfrac{2^n-1}{2^n}\ldots$ through the points +$(\frac12,0), (\frac14,0),\ldots, \left(\dfrac{1}{2^{n+1}}, +0\right),\ldots$, respectively, meet the parabola in points $A_1, A_2, +A_3,\ldots, A_n,\ldots$ The broken line $A_1\ (\frac12,0)$ $A_2\ +(\frac14, 0)$ $A_3$ \ldots $A_n\ \left(\dfrac{1}{2^n}, +0\right)\ldots\infty$, has an +%-----File: 157.png---Folio 145------ +\begin{figure}[!htbp]\label{fig19}\hypertarget{fig19}{} +\centering +\includegraphics{images/fig19} +\end{figure} +infinitude of vertices. In each angle of the broken line consider an +arc of circle tangent to and terminated by the sides of the angle, the +points of tangency being one fourth of the distance to the nearest +vertex. The function whose graph consists of these circular arcs and +the portions of the broken line between them is continuous and +differentiable on the interval $\interval{0}{1}$. Its derivative is +discontinuous at $x=0$ and has the least upper bound 2, which is never +reached. +\end{proof} +\begin{theorem}[94]\hypertarget{thm94}{} +If $f'(x)$ exists and is equal to zero for every value of $x$ on the +interval $\interval{a}{b}$, then $f(x)$ is a constant on that +interval. +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm82}{82}, $f(x)$ is continuous. Suppose $f(x)$ not a constant, so +that for two values of $x$, $x_1$, and $x_2$, $f(x_1) \neq f(x_2)$, +then, by Theorem~\hyperlink{thm85}{85}, there is a value of $x$, $x = \xi$ between $x_1$ +and $x_2$ such that +\[ + f'(\xi) = \frac{f(x_2)-f(x_1)}{x_2-x_1}, +\] +%-----File: 158.png---Folio 146------ +which is different from zero, whence $f'(x)$ is not zero for every +value of $x$ on the interval $\interval{a}{b}$. Hence $f(x)$ is a +constant on $\interval{a}{b}$. +\end{proof} +\begin{corollary} +If $f_1'(x)=f_2'(x)$ and is finite for every value of $x$ on an +interval $\interval{a}{b}$, then $f_1(x)-f_2(x)$ is a constant on this +interval. +\end{corollary} + +\begin{theorem}[95]\hypertarget{thm95}{} +If $f'(x)$ exists and is positive for every value of $x$ on the +interval $\interval{a}{b}$, then $f(x)$ is monotonic increasing on +this interval. If $f'(x)$ is negative for every value of $x$ on this +interval, then $f(x)$ is monotonic decreasing. +\end{theorem} + +\begin{proof} +If $f'(x)$ is positive for every value of $x$, then it follows from +Theorem~\hyperlink{thm85}{85}, provided that $f(x)$ is continuous, that the function is +monotonic increasing, for if there were two values of $x$, $x_1$ and +$x_2$, such that $f(x_1) \geqq f(x_2)$ while $x_1 < x_2$, then there +would be a value of $x$, $x = \xi $, between $x_1$ and $x_2$ such that +\[ + f'(\xi)=\frac{f(x_2)-f(x_1)}{x_2-x_1}\leqq 0. +\] + +In case $f(x)$ is not supposed continuous, the argument can be made as +follows: If $f'(x_1)>0$, then, by Theorem~\hyperlink{thm23}{23}, there exists about the +point $x_1$ a segment \correction{$\overline{(x_1-\delta)\ (x_1 + +\delta)}$}{$(x_1-\delta)$, $(x_1 + \delta)$}, upon which +\[ + \frac{f(x)-f(x_1)}{x-x_1}>0, +\] +and hence, if $x>x_1$, $f(x) >f(x_1)$ and if $x<x_1$, $f(x) < +f(x_1)$. Now about every point of the segment $\overline{a\ b}$ there +is such a segment. Let $x'$ and $x''$ be any two points of +$\interval{a}{b}$ such that $x'<x''$. By Theorem~\hyperlink{thm10}{10}, there is a finite +set of these segments of lengths $\delta_1 \ldots \delta_n$ which +include within them every point of the interval $\interval{x'}{x''}$. We thus have a finite set of points, namely, the mid-point and +points on the overlapping parts of the segments, $x'<x_1<x_2< \ldots +<x_k<x''$, such that +%-----File: 159.png---Folio 147------ +\[ + f(x')<f(x_1)<f(x_2)< \ldots f(x_k)<f(x''). +\] +Hence $f(x')<f(x'')$. In a similar manner we prove that the function +is monotonic decreasing in case $f'(x)$ is negative. +\end{proof} + +\begin{theorem}[96]\hypertarget{thm96}{} +If a function $f(x)$ is monotonic increasing on an interval $\interval{a}{b}$, +and if $f'(x)$ exists for every value of $x$ on this +interval, then there is no point on the interval for which $f'(x)$ is +negative. That is, $f'(x)$ is either positive or zero for every point +of $\interval{a}{b}$. +\end{theorem} + +\begin{proof} +If $f'(x)$ is negative for some value of $x$, say $x_1$, then +\[ + \mathop{L}_{x\doteq x_1}\dfrac{f(x)-f(x_1)}{x-x_1}= C, \ \text{a + negative number}, +\] +whence there is a neighborhood of $x_1$ on which $f(x) >f(x_1)$, while +$x<x_1$, or $f(x_1)>f(x)$, while $x>x_1$, which is contrary to the +hypothesis that the function is monotonic increasing in the +neighborhood of $x = x_1$. In the same manner we prove that if the +function is monotonic decreasing, and if the derivative exists, then +$f'(x)$ cannot be positive. +\end{proof} + +The following theorem states necessary and sufficient conditions for +the existence of the progressive and regressive derivatives. +Conditions for the existence of a derivative proper are obtained by +adding the condition that the progressive and regressive derivatives +are equal. + +\begin{theorem}[97]\hypertarget{thm97}{} +If $f(x)$, $x<x_1$, is continuous in some neighborhood of $x=x_1$, +then a necessary and sufficient condition that $f'(x_1)$ shall exist +and be finite is that there exists not more than one linear function +of $x$, $ax+c$, such that $f(x)+ax+c$ vanishes on every neighborhood +of $x=x_1$. +\end{theorem} + +\begin{proof}(1) \textit{The condition is necessary.} We prove that if $f'(x)$ +exists and is finite, then not more than one function of the form +$ax+c$ exists such that $f(x)+ax+c$ vanishes on every neighborhood of +$x=x_1$. If no such function exists, the theorem is verified. If +there is one such function, the following argument will show that +there is only one. Since, by hypothesis, +%-----File: 160.png---Folio 148------ +\[ + \mathop{L}_{x\doteq x_1} \frac{f(x)-f(x_1)}{x-x_1} +\] +exists, we have, by Theorem~\hyperlink{thm75}{75}, that +\[ + \mathop{L}_{x\doteq x_1} \frac{f(x)+ax+c-f(x_1)-ax_1-c}{x-x_1} +\] +exists. Let $[x']$ be the subset of the set of values of $x$ on any +neighborhood of $x=x_1$ such that $f(x')+ax'+c$ vanishes on the set +$[x']$. By Theorem~\hyperlink{thm41}{41}, +\begin{multline*} + \mathop{L}_{x'\doteq x_1} + \frac{f(x')+ax'+c-f(x_1)-ax_1-c}{x'-x_1} \\ += \mathop{L}_{x\doteq x_1} + \frac{f(x)+ax+c-f(x_1)-ax_1-c}{x-x_1}=f'(x_1)+a. +\end{multline*} +Since $f'(x_1)$ and $a$ are both finite, +\[ + \mathop{L}_{x'\doteq x_1}\frac{f(x')+ax'+c'-f(x_1)-ax_1-c}{x'-x_1} +\] +is finite. But the numerator of this fraction is a constant, +$f(x)+ax+c$ being zero on the set $[x']$. Hence +\[ + \mathop{L}_{x\doteq x_1} \frac{f(x)+ax+c-f(x_1)-ax_1-c}{x-x_1}=0, + \quad \text{or}\quad f'(x_1)+a=0, +\] +and, being continuous, $f(x_1)+ax_1+c=0$. +The numbers $a$ and $c$ are uniquely determined by the equations +\[ + \left\{% + \begin{aligned} + & f'(x_1)+a=0,\\ + & f(x_1)+ax_1+c=0. + \end{aligned} + \right. +\] + +(2) \textit{The condition is sufficient.} We are to show that +%-----File: 161.png---Folio 149------ +\[ + \mathop{L}_{x\doteq x_1} \frac{f(x)-f(x_1)}{x-x_1} +\] +can fail to exist only when there are at least two functions of the +form $ax+c$ such that $f(x) +ax+c$ vanishes on every neighborhood of +$x = x_1$. If +\[ + \mathop{L}_{x\doteq x_1} \frac{f(x)-f(x_1)}{x-x_1} +\] +does not exist, then +\[ + \frac{f(x)-f(x_1)}{x-x_1} +\] +approaches at least two distinct values $K_1$ and $K_2$. Let +$K_2<K_1$. Let $A$ and $B$ be two finite values such that $K_2 < A < +B < K_1$. On every neighborhood of $x = x_1$ there are values of $x$ +for which +\[ + \frac{f(x)-f(x_1)}{x-x_1} +\] +is greater than $B$, and also values of $x$ for which +\[ + \frac{f(x)-f(x_1)}{x-x_1} +\] +is less than $A$. Hence, since +\[ + \frac{f(x)-f(x_1)}{x-x_1} +\] +is continuous at every point except possibly $x_1$, in a certain +neighborhood of $x_1$ there are values of $x$ in every neighborhood of +$x_1$ for which +\begin{align*} + \frac{f(x)-f(x_1)}{x-x_1} &= A, \\ + \intertext{or} + f(x)-f(x_1) &= A(x-x_1), +\end{align*} +which gives +\[ + -f(x_1)-A(x-x_1) +\] +as one function of the form $ax+c$. +%-----File: 162.png---Folio 150------ + +In the same manner we show that $-f(x_1)-B(x-x_1)$ is another function +$ax+c$, which makes $f(x)+ax+c$ vanish on every neighborhood of +$x=x_1$. +\end{proof} + +The geometric meaning of this theorem is obvious. If $P$ is a point on +the curve representing $f(x)$, then a necessary and sufficient +condition that this curve shall have a tangent at $P$ is that there +exists not more than one line through $P$ which intersects the curve +an infinite number of times on any neighborhood of $P$. Compare the +functions $x \sin \dfrac{1}{x}$ and $x^2 \sin \dfrac{1}{x}$ on +page~\pageref{oscillp51}. + +The earlier mathematicians supposed that every continuous function +must have a derivative except at particular points. The first example +of a function which has no derivative at any point is due to +\correction{\textsc{Weierstrass}}{\textsc{Weiersrtass}}.\footnote{% + For references and remarks see page~\pageref{oscillp51}.} +The function is\index{Non-differentiable function}\label{nowherediffp150} +\[ + f(x) = \sum_{n=0}^\infty b^n \cos (a^n\pi x), +\] +where $a$ is an odd integer, $0 < b < 1$ and $ab > 1 + \frac32\pi$. +%-----File: 163.png---Folio 151------ + + + + +\chapter{DEFINITE INTEGRALS.}\hypertarget{chapVIII}{}%[VIII] + +\section{Definition of the Definite Integral.}\hypertarget{chVIIIsec1}{}%[1] + + +The area of a rectangle the lengths of whose sides are exact multiples +of the length of the side of a unit square, is the number of squares +equal to the unit square contained within the rectangle, and is easily +seen to be equal to the product of the lengths of its base and +altitude.\footnote{% + Of course the units are not necessarily squares; they may be + triangles, parallelograms, etc.} + +In case the sides of the rectangle and the side of the unit +square are commensurable, the sides of the rectangle not being +exact multiples of the side of the square, the rectangle and the +square are divided into a set of equal squares. The area of the +rectangle is then defined as the ratio of the number of squares +in the rectangle to be measured to the number of squares in the +unit square. Again, the area is equal to the product of the +base and altitude. + +Any figure so related to the unit square that both figures can be +divided into a finite set of equal squares is said to be commensurable +with the unit. + +The area of a rectangle incommensurable with the unit is defined as +the least upper bound of the areas of all commensurable rectangles +contained within it. + +It follows directly from the definition of the product of irrational +numbers that this process gives the area as the product of the base +and altitude.\footnote{% + For the meaning of the length of a segment incommensurable with + the unit segment, compare Chapter~\hyperlink{chapII}{II}, page~\pageref{chIIp33}.} +%-----File: 164.png---Folio 152------ + +Turning to the figure bounded by the segment $\overline{a\ b}$ (which +we take on the $x$ axis in a system of rectangular coordinates) the +graph of a function $y=f(x)$ and the ordinates $x=a$ and $x=b$, +\begin{figure}[!htpb]\label{fig20}\hypertarget{fig20}{} +\centering +\setlength{\unitlength}{0.05\textwidth} +\begin{picture}(20,8.5)(-2,-1.5) +\put(-2,0){\line(1,0){20}} +\path(0,0)(0,4)(2,4)(2,0) +\path(2,4)(2,6)(5,6)(5,0) +\dashline{0.25}(1,0)(1,4) +\dashline{0.25}(3,0)(3,6) +\qbezier(0,2.5)(0.5,3.3)(1,4) +\qbezier(1,4)(2,5.4)(3,6) +\qbezier(3,6)(4.66,7)(7,7) +\qbezier(7,7)(8,7)(9,6) +\qbezier(9,6)(12,3)(14,3) +\qbezier(14,3)(15,3)(16,3.5) +\qbezier(16,3.5)(17,4)(17.5,6.5) +\path(14,0)(14,3.5)(17.5,3.5)(17.5,6.5)(17.5,0) +\dashline{0.25}(16,0)(16,3.5) +\put(0,-0.25){\makebox(0,0)[tc]{$a$}} +\put(1,-0.25){\makebox(0,0)[tc]{$\xi_1$}} +\put(2,-0.25){\makebox(0,0)[tc]{$x_1$}} +\put(3,-0.25){\makebox(0,0)[tc]{$\xi_2$}} +\put(5,-0.25){\makebox(0,0)[tc]{$x_2$}} +\put(14,-0.25){\makebox(0,0)[tc]{$x_{n-1}$}} +\put(16,-0.25){\makebox(0,0)[tc]{$\xi_n$}} +\put(17.5,-0.25){\makebox(0,0)[tc]{$b$}} +\put(8,-1.5){\makebox(0,0)[bc]{\sc Fig.~20}} +\end{picture} +\end{figure} +we obtain as follows an approximation to the common notion of the area +of such figures. + +Let $x_0=a$, $x_1$, $x_2$, $\ldots$, $x_n=b$ be a set of points lying +in order from $a$ to $b$. Such a set of points is called a partition +of $\interval{a}{b}$, and is denoted by $\pi$. The intervals +$\interval{x_0}{x_1}$, $\interval{x_1}{x_2}$, $\ldots$, +$\interval{x_{n-1}}{x_n}$ are intervals of $\pi$. + +Let $x_1-x_0=\Delta_1x$, $x_2-x_1=\Delta_2x$, $\ldots$, +$x_n-x_{n-1}=\Delta_nx$, and let +\[ + \xi_1,\ \xi_2, \ldots,\ \xi_n +\] +be a set of points such that $\xi_1$ is on the interval +$\interval{x_0}{x_1}$, $\xi_2$ is on $\interval{x_1}{x_2} \ldots$, and +$\xi_n$ is on $\interval{x_{n-1}}{x_n}$. +Then +\[ + f(\xi_1),\ f(\xi_2),\ \ldots,\ f(\xi_n) +\] +are the altitudes of a set of rectangles whose combined area is a more +or less close approximation of the area of our figure. Denote this +approximate area by $S$. +Then +\[ +S = f(\xi_1)\Delta_1x+f(\xi_2)\Delta_2x+\ldots+f(\xi_n)\Delta_nx + = \sum_{k=1}^nf(\xi_k)\Delta_kx. +\] +As the greatest $\Delta_k x$ is taken smaller and smaller, the figure +%-----File: 165.png---Folio 153------ +composed of the rectangles comes nearer to the figure bounded by the +curve. + +In consequence of these geometrical notions we define the area of the +figure as the limit of $S$ as the $\Delta_kx$'s decrease indefinitely. +The area $S$ is the definite integral of $f(x)$ from $a$ to $b$. It +has been tacitly assumed that the graph of $y=f(x)$ is continuous, +since we do not usually speak of an area being enclosed by a +discontinuous curve. The definition of the definite integral when +stated in its general form admits, however, of functions which are +discontinuous in a great variety of ways. A more general definition +of the definite integral is as follows:\index{Definite integral}\index{Integral!definite} + +\emph{Let $\interval{a}{b}$ (or $\interval{b}{a}$) be an interval upon +which a function $f(x)$ is defined, single-valued and bounded. Let +$\pi_\delta$ stand for any partition of $\interval{a}{b}$ or +$\interval{b}{a}$ by the points $a=x_0, x_1, x_2,\ldots,x_n = b$ such +that the numbers $\Delta_1x=x_1-a, +\Delta_2x=x_2-x_1,\ldots,\Delta_nx=b-x_{n-1}$ are each numerically +less than or equal to $\delta$. \correction{Let}{} +\[ + \xi_1,\xi_2,\ldots,\xi_n +\] +be a set of points on the intervals \correction{$\interval{x_0}{x_1}$}{$\interval{x_0-x_1}$}, $\interval{x_1}{x_2}$,\ldots, +$\interval{x_{n-1}}{x_n}$ (or if $b<a$, $\interval{x_1}{x_0}$, +$\interval{x_2}{x_1}$, $\interval{x_3}{x_2}$, \ldots, $\interval{x_n}{x_{n-1}}$) respectively, and let +\[ + S_\delta = f(\xi_1)\Delta_1x + f(\xi_2)\Delta_2x + \ldots + + f(\xi_n)\Delta_nx = \sum_{k=1}^n f(\xi_k)\Delta_kx. +\] +If the many-valued function of $\delta$, $S_\delta$, approaches a +single limiting value as $\delta$ approaches zero, then +\[ + \mathop{L}_{\delta\doteq0}S_\delta=\int_a^bf(x)dx. +\]} + +When we desire to indicate the interval of integration we write +${}^b_aS_\delta$ and ${}_a^b\pi_\delta$ instead of $S_\delta$ and +$\pi_\delta$. $a$ and $b$ are called the \index{Limit!of integration}\emph{limits of integration}. + +The details of this definition should be carefully noted. +%-----File: 166.png---Folio 154------ +For every $\delta$ there is an infinite number of different partitions +$\pi_\delta$, and for every partition there is an infinite set of +different sets of $\xi_k$, so that for every $\delta$ the function +$S_\delta$ has an infinite set of values. The graph of the function +$S_\delta$ is of the type shown in Fig.~\hyperlink{fig21}{21}. Every value of $S_\delta$ +for one $\delta$ is assumed by $S$ for every larger $\delta$. For any +particular value of $\delta$ the values of $S_\delta$ lie on a +definite interval $\interval{\underline BS_\delta}{\overline +BS_\delta}$, whose length never increases as $\delta$ decreases. If +this interval approaches $0$ as $\delta$ approaches $0$, the required +limit exists. + +\begin{figure}[!htpb]\label{fig21}\hypertarget{fig21}{} +\centering +\includegraphics{images/fig21} +\end{figure} + +It is to be noticed that the set of $\pi$'s, $[\pi_\delta]$ includes +every possible $\pi$ whose largest $\Delta_kx$ is less than +$\delta$. Thus we cannot obtain the set of all $\pi$'s by sequential +repartitioning of any given $\pi$, since there are partitions of the +set $[\pi_\delta]$ which have no partition points in common with any +given partition. Inattention to this point is perhaps the greatest +source of error in the development of the notion of a definite +integral. + +\section{Integrability of Functions.}\hypertarget{chVIIIsec2}{}%[2] + +The class of integrable functions is very large, including +nearly all the bounded functions studied in mathematics and +%-----File: 167.png---Folio 155------ +physics. Even such an arbitrary function as +\[ +\begin{cases}\label{egp155} + y=0 &\text{if $x$ irrational,}\\ + y=1/n^3&\text{if $x=m/n$,} +\end{cases} +\] +is integrable. (See page~\pageref{p182th127}, Theorem~\hyperlink{thm127}{127}.) + +Examples of \index{Non-integrable function}non-integrable functions are $y=1/x$ on the interval +$\interval{0}{1}$ (where it is not bounded, see page~\pageref{p191}), and the +function, +\[ + \begin{cases} + y=0 &\text{if $x$ is irrational and}\\ + y=1&\text{if $x$ is rational.} + \end{cases} +\] + +To determine the conditions of integrability we introduce the concept +of \index{Integral oscillation}integral oscillation. On any interval $\interval{a}{b}$, $f(x)$ has +a least upper bound $A$ and a greatest lower bound $B$, between which +the function varies. If $A-B=\Delta y={}_a^bOf(x)$ is multiplied by +the length of the interval, $\Delta x=|b-a|$, it gives the area of a +rectangle, including the graph of $f(x)$. If the interval is +subdivided by a partition $\pi$, the sum of the products $\Delta +x\cdot\Delta y$ on the intervals of the partition is called the +\emph{integral oscillation of $f(x)$ for the partition $\pi$} and is +denoted by $O_\pi$. If we call $\Delta_ky$ the difference between the +upper and lower bounds of $f(x)$ on the intervals $\interval{x_{k-1}}{x_k}$, we have +\[ + O_\pi = |\Delta_1x|\cdot\Delta_1y + |\Delta_2x|\cdot\Delta_2y + + \ldots + |\Delta_nx|\Delta_ny = \sum_{k=1}^n|\Delta_k + x|\cdot\Delta_ky. +\] +Geometrically $O_\pi$ represents the areas of the rectangles +$F_1,\ldots,F_n$ (Fig.~\hyperlink{fig22}{22}), and so we expect to find that if the lower +bound of $O_\pi$ is zero, $f(x)$ is integrable. This proposition, +which requires some rather delicate argument for its proof, will be +taken up in \hyperlink{chVIIIsec7}{\S~7}. At present we shall show in a simple manner that +every continuous and every monotonic function is integrable. + +\begin{lemma}[1]\label{lp155} +If $S_\pi$ and $S_\pi'$ are two sums (formed by using different +$\xi_k$'s) on the same partition, then +\[ + |S_\pi-S_\pi'|\leqq O_\pi. +\] +\end{lemma} +%-----File: 168.png---Folio 156------ +\begin{proof} +\begin{gather*} +\begin{aligned} + S_\pi &= \sum_{k=1}^n f(\xi_k)\Delta_k x, \\ + S'_\pi &= \sum_{k=1}^n f(\xi'_k)\Delta_k x, + \end{aligned} +\\ + |S_\pi-S'_\pi| += \left| \sum_{k=1}^n \{ f(\xi_k)-f(\xi'_k)\}\Delta_kx\right| +\leqq \sum_{k=1}^n|f(\xi_k)-f(\xi'_k)| \cdot|\Delta_k x|. +\end{gather*} +But $|f(\xi_k)-f(\xi'_k)| \leqq \Delta_k y$ by the definition of +$\Delta_k y$. Therefore +\[ + |S_\pi-S'_\pi| \leqq \sum_{k=1}^n|\Delta_k x| \cdot \Delta_k y +\tag{4}\qedhere +\] +\end{proof} +\begin{figure}[!hbtp]\label{fig22}\hypertarget{fig22}{} +\setlength{\unitlength}{0.035\textwidth} +\centering +\begin{picture}(25,25)(-2,-10) +\put(-2,0){\line(1,0){25}} +\dashline{0.25}(0,0)(0,12) + \put(0,12){\line(1,0){2}} + \put(0,12){\line(0,1){3}} + \put(0,15){\line(1,0){2}} + \put(2,12){\line(0,1){3}} + \qbezier(0,12)(0,15)(2,15) +\dashline{0.25}(2,0)(2,12) + \put(2,13.5){\line(1,0){7}} + \put(2,12){\line(0,1){3}} + \put(2,15){\line(1,0){4}} + \put(6,15){\line(0,-1){5}} + \qbezier(2,15)(5,15)(6,13.5) +\dashline{0.25}(6,0)(6,10) + \put(6,10){\line(1,0){5}} + \put(8,10){\line(0,1){3.5}} + \qbezier(6,13.5)(7,10)(8,10) +\dashline{0.25}(8,0)(8,10) + \qbezier(8,10)(8.8,10)(9,13.5) +\dashline{0.25}(9,0)(9,10) + \put(9,10){\line(0,1){3.5}} + \put(9,13){\line(1,0){4}} + \qbezier(9,10)(9.5,13)(11,13) +\put(11,13){\line(0,-1){18}} + \qbezier(11,13)(11.5,13)(12,12) +\put(13,13){\line(0,-1){19}} + \qbezier(12,-4)(12.2,-4.6)(13,-5) +\put(11,-5){\line(1,0){2}} + \qbezier(13,-5)(15,-6)(16,-6) +\put(13,-6){\line(1,0){3}} +\dashline{0.25}(16,0)(16,-6) + \qbezier(16,-6)(17,-6)(18,-8) + \qbezier(18,-8)(18.5,-6.5)(20,-5.5) +\put(16,-5.5){\line(1,0){7}} +\put(16,-8){\line(1,0){4}} +\put(16,-5.5){\line(0,-1){2.5}} +\dashline{0.25}(20,0)(20,-2) + \put(20,-2){\line(1,0){3}} + \put(20,-2){\line(0,-1){6}} + \qbezier(20,-5.5)(22.5,-3.5)(23,-2) +\dashline{0.25}(23,0)(23,-2) + \put(23,-2){\line(0,-1){3.5}} +\put(0,-0.25){\makebox(0,0)[tc]{$a$}} +\put(1,13.5){\makebox(0,0)[cc]{$F_1$}} +\put(4,14.25){\makebox(0,0)[cc]{$F_2$}} +\put(6,11.75){\makebox(0,0)[rc]{$\Delta_3y$}} +\put(7,10){\makebox(0,0)[tc]{$\Delta_3x$}} +\put(21.5,-3.75){\makebox(0,0)[cc]{$F_n$}} +\put(23,0.25){\makebox(0,0)[bc]{$b$}} +\put(10.5,-10){\makebox(0,0)[bc]{\textsc{Fig.~22}}} +\end{picture} +\end{figure} + +A \textit{repartition} of a partition $\pi$ is formed by introducing +new points in $\pi$. + +\begin{lemma}[2]\label{lp156}\hypertarget{lem2p156}{} +If $\pi_1$ is a repartition of $\pi$, +\[ + |S_\pi-S_{\pi_1}| \leqq O_\pi. +\] +\end{lemma} +\begin{proof} +Any interval $\Delta_kx$ of $\pi$ is composed of one or more +%-----File: 169.png---Folio 157------ +intervals $\Delta'_k x$, $\Delta''_k x$, etc., of $\pi_1$, and these +contribute to $S_\pi$ the terms +\hypertarget{eq1p157}{\[ +\tag{1} + f(\xi'_k)\Delta'_k x+f(\xi''_k)\Delta''_k x + \ldots +\]} +The corresponding term of $S_\pi$ is +\hypertarget{eq2p157}{\[ +\tag{2} + f(\xi_k)\Delta_k x = f(\xi_k)\Delta'_k x + f(\xi_k)\Delta''_k x + \ldots +\]} +But since $|f(\xi_k)-f(\xi_{k'})|\leqq\Delta_k y$, the difference +between \hyperlink{eq1p157}{(1)} and \hyperlink{eq2p157}{(2)} is less than or equal to +\[ + \Delta_k y\cdot|\Delta'_k x + \Delta''_k x + \ldots| += \Delta_k y\cdot|\Delta_k x| +\] +and hence +\[ + |S_\pi-S_{\text{\correction{$\pi_1$}{$\pi 1$}}}| \leqq \sum_{k=1}^n \Delta_k + y\cdot|\Delta_kx|=O_\pi.\qedhere +\] +\end{proof} +\begin{theorem}[98]\hypertarget{thm98}{}\label{t98p157} +Every function continuous on $\interval{a}{b}$ is integrable on +$\interval{a}{b}$. +\end{theorem} + +\begin{proof} +We have to investigate the existence of the limit +$\displaystyle\mathop{L}_{\delta\doteq 0} S_\delta$ of the many-valued +function $S_\delta$ as $\delta\doteq 0$. Since $S_\delta$ approaches +at least one value as $\delta$ approaches zero (see Theorem~\hyperlink{thm24}{24}), we +need only to prove that it cannot have more than one value +approached. Suppose there were two such values, $B$ and $C$, +$B>C$. Let $\varepsilon=\dfrac{B-C}{4}$. By the definition of value +approached, for every $\delta$ there must exist an $S$ (which we call +$S_B$) such that +\[ +\tag{1} + |S_B-B|<\varepsilon +\] +and such that the corresponding $\pi_B$ has its largest +$\Delta_kx<\delta$. Similarly there must be an $S_C$ such that +\[ +\tag{2} + |S_C-C|<\varepsilon, +\] +and such that the corresponding $\pi_C$ has its largest +$\Delta_kx<\delta$. Let $\pi$ be a partition made up of the points +both of $\pi_B$ and $\pi_C$, and let $S$ be one of the corresponding +sums. $\pi$ is a repartition both of $\pi_B$ and $\pi_C$. +%-----File: 170.png---Folio 158------ +Therefore +\[ +\tag{3} + |S-S_C|\leqq O_{\pi_C} +\] +and +\hypertarget{eq4p158}{\[ +\tag{4} + |S-S_B| \leqq O_{\pi_B}. +\]} +But since $f(x)$ is continuous, by the theorem of uniform continuity, +$\delta$ can be so chosen that if any two values of $x$ differ by less +than $\delta$, the corresponding values of $f(x)$ differ by less than +$\dfrac{\varepsilon}{|b-a|}$ and hence on the partitions $\pi_B$ and +$\pi_C$, whose $\Delta_kx$'s are all less than $\delta$, the +corresponding $\Delta_ky$'s are all less than +$\dfrac{\varepsilon}{|b-a|}$. So we have (since +$\displaystyle\sum_{k=1}^n \Delta_kx=b-a$) +\[ + O_{\pi_B} = \sum_{k=1}^n|\Delta_kx| \cdot \Delta_ky < + \sum_{k=1}^n|\Delta_kx| \cdot \frac{\varepsilon}{|b-a|} = + \varepsilon. +\] +Hence +\[ + O_{\pi_B}<\varepsilon \quad \text{and}\quad O_{\pi_C} < \varepsilon. +\] +So we have, since $\varepsilon=\dfrac{B-C}{4}$ and $\delta$ is so +chosen that whenever $|x'-x''| < \delta$, $|f(x')-f(x'')| < +\dfrac{\varepsilon}{|b-a|}$: +\begin{align*} + |S_B-B| &< \varepsilon, \\ + |S_C-C| &< \varepsilon, \\ + |S_B-S| &< \varepsilon, \\ + |S_C-S| &< \varepsilon. +\end{align*} +From these inequalities it follows that $|B-C|<4\varepsilon$, which +contradicts the statement that $\varepsilon=\dfrac{B-C}{4}$. Hence the +hypothesis that $f(x)$ is not integrable is untenable. +\end{proof} +\begin{theorem}[99]\hypertarget{thm99}{} +Every non-oscillating bounded function is integrable. +\end{theorem} + +\begin{proof} +The proof runs, as in the preceding theorem, to the +%-----File: 171.png---Folio 159------ +paragraph following \hyperlink{eq4p158}{(4)}. Let $D$ and $d$ be the upper and lower bounds +of $f(x)$. $\delta$, being arbitrary, can be so chosen that $\delta = +\dfrac{\varepsilon}{D-d}$. Then +\[ + O_{\pi_B} = \sum_{k=1}^n \Delta_ky\cdot|\Delta_kx| < + \sum_{k=1}^n \Delta_ky\cdot\delta, +\] + and since $f(x)$ is non-oscillating, +\[ + \sum_{k=1}^n \Delta_ky = D-d. +\] +Therefore +\[ + O_{\pi_B}<(D-d)\delta=\varepsilon. +\] +Similarly $O_{\pi_C}<\varepsilon$. Hence again we have +\begin{align*} + |S_B-B| & < \varepsilon, \\ + |S_C-C| & < \varepsilon, \\ + |S_B-S| & < \varepsilon, \\ + |S_C-S| & < \varepsilon, +\end{align*} +and therefore $|B-C|<4\varepsilon$, whereas $\varepsilon$ was assumed +equal to $\dfrac{B-C}{4}$. Thus the hypothesis of a non-integrable +non-oscillating function is untenable. +\end{proof} +\section{Computation of Definite Integrals.}\hypertarget{chVIIIsec3}{}%[3] + +In computing definite integrals it is important to observe that when +the integral is known to exist the limit can be calculated on any +properly chosen subset of the $S_\delta$'s. (See Theorem~\hyperlink{thm41}{41}.) So we +have that if $S_{\delta_1}$, $S_{\delta_2}$, $\ldots$ is any sequence +of sums such that $\displaystyle\mathop{L}_{n\doteq\infty}\delta_n=0$, +then +\[ + \mathop{L}_{n\doteq\infty} S_{\delta_n} = \int_a^b f(x)dx. +\] + +One case of this kind occurs when $\xi_k$ is taken as an end-point +%-----File: 172.png---Folio 160------ +of the interval $\interval{x_{k-1}}{x_k}$ and all the $\Delta_kx$'s +are equal. Then we have +\[ +\int_a^b f(x)dx = + \mathop{L}_{n\doteq\infty} \sum_{k=1}^n f(a+k\Delta x)\Delta x, + \text{ where } + \Delta x=\frac{b-a}{n}. +\] +A simple example of this principle is the proof of the following +theorem. + +\begin{theorem}[100]\hypertarget{thm100}{} +If $f(x)$ is a constant, $C$, then +\[ + \int_a^b Cdx=C(b-a). +\] +\end{theorem} + +\begin{proof} +The function $f(x)=C$ is integrable either according to Theorem~\hyperlink{thm98}{98} or +Theorem~\hyperlink{thm99}{99}. Hence +\[ +\int_a^b Cdx = + \mathop{L}_{n\doteq\infty} \sum_{k=1}^n C\frac{b-a}{n} = + \mathop{L}_{n\doteq\infty} n\cdot C\cdot \frac{b-a}{n} = + C(b-a).\qedhere +\] +\end{proof} + +A few other examples follow. In each case the function is known to be +integrable by the theorems of $\hyperlink{chVIIIsec2}{\S~2}$. + +\begin{theorem}[101]\hypertarget{thm101}{}\label{t101p160} +\[ + \int_a^b e^xdx=e^b-e^a. +\] +\end{theorem} + +\begin{proof} + +Let +\begin{align*} +S_{\Delta x} + &= e^a\Delta x + e^{a+\Delta x} \cdot \Delta x + + e^{a+2\Delta x}\cdot\Delta x + \ldots + + e^{a+(n-1)\Delta x} \cdot \Delta x \\ + &= e^a \cdot\Delta x[1+e^{\Delta x} + + e^{2\Delta x} + \ldots + e^{(n-1)\Delta x}] \\ + &= e^a\cdot\Delta x\cdot\frac{e^{n\Delta x}-1}{e^{\Delta x}-1} = + \frac{e^{b-a}-1}{e^{\Delta x}-1}e^a\cdot\Delta x \\ + &= (e^b-e^a) \cdot \frac{\Delta x}{e^{\Delta x}-1}. +\end{align*} +Whence the result follows since $\displaystyle\mathop{L}_{\Delta +x\doteq 0} \dfrac{\Delta x}{e^{\Delta x}-1}=1$. (Differentiate +numerator and denominator with respect to $\Delta x$ according to +Theorem~\hyperlink{thm90}{90}.\correction{)}{} +\end{proof} +%-----File: 173.png---Folio 161------ + +Instead of arranging the partition-points in an arithmetical +progression as in the cases above, we may put them in a geometrical +progression, that is, we let +\begin{gather*} + \left(\frac ba \right)^{\frac1n} = q, \quad \frac ba = q^n, +\\ + \Delta_1 x = aq-a, \quad + \Delta_2 x = aq^2-aq, \ldots, + \Delta_n x = aq^n-aq^{n-1}, +\\ + \xi_1 = a, \quad \xi_2 = aq, \ldots, \xi_n = aq^{n-1}, +\end{gather*} +and obtain the formula +\begin{align*} + \int_a^b f(x) dx +&= \mathop{L}_{q\doteq 1} + a(q-1) [f(a) + qf(aq) + \ldots + q^{n-1} f(aq^{n-1})] +\\ +&= \mathop{L}_{q\doteq 1} a(q-1) \sum\limits_{k=0}^{n-1} q^k f(aq^k). +\end{align*} +We apply this scheme to the following. + +\begin{theorem}[102]\hypertarget{thm102}{} +In all cases where $m$ is a whole number $\neq-1$, +and if $a>0$, $b>0$ for every value of $m \neq-1$, +\[ + \int_a^b x^m dx = \frac{b^{m+1}-a^{m+1}}{m+1}. +\] +\end{theorem} + +\begin{proof} +\hypertarget{eq1p161}{\begin{gather*} + \int_a^b x^m dx += \mathop{L}_{q\doteq 1} a(q-1)\sum\limits_{k=0}^{n-1} q^k (aq^k)^m +\\ += a^{m+1} \mathop{L}_{q\doteq 1} + (q-1) [1 + (q^{m+1})+ (q^{m+1})^2 + \ldots + (q^{m+1})^{n-1}] +\tag{1} +\end{gather*}} +\begin{align*} +&= a^{m+1} + \mathop{L}_{q\doteq 1} (q-1) \frac{(q^{m+1})^n-1}{q^{m+1}-1} +\\ +&= \mathop{L}_{q\doteq 1} + a^{m+1} \{(q^n)^{m+1}-1\} \frac{q-1}{q^{m+1}-1} +\\ +&= (b^{m+1}-a^{m+1}) + \mathop{L}_{q\doteq 1} \frac{q-1}{q^{m+1}-1}. +\end{align*} +%-----File: 174.png---Folio 162------ +Hence +\[ + \int_a^b x^mdx=\frac{b^{m+1}-a^{m+1}}{m+1}, +\] +since +\[ + \mathop{L}_{q\doteq 1} \frac{q-1}{q^{m+1}-1} = \frac{1}{m+1}.\qedhere +\] +\end{proof} +\begin{theorem}[103]\hypertarget{thm103}{} +\[ + \int_a^b\frac1xdx = \log b-\log a,\ (0<a<b). +\] +\end{theorem} + +\begin{proof} +By equation~\hyperlink{eq1p161}{(1)} in the last theorem, since $q^{m+1}=q^0=1$, +\[ + \int_a^b\frac1xdx=\mathop{L}_{n\doteq\infty} n(q-1); +\] +but $n=\dfrac{\log\left(\frac ba\right)}{\log q}$, hence +\[ +\int_a^b\frac1xdx = + \mathop{L}_{q\doteq 1} \frac{q-1}{\log q} \cdot \log\left(\frac ba\right) = + \log\left(\frac ba\right) = \log b-\log a, +\] +since (\hyperlink{chVIIsec6}{\S~6}, Chapter~\hyperlink{chapVII}{VII}) \textsc{l'Hospital}'s rule gives +\[ +\mathop{L}_{q\doteq 1} \frac{q-1}{\log q} = 1.\qedhere +\] +\end{proof} + +The following theorem is of frequent use in computing both +derivatives and integrals. + +\begin{theorem}[104]\hypertarget{thm104}{} +If on an interval $\interval{a}{b}$ two functions $f(x)$ and $F(x)$ +have the property that for every two values of $x$, $x_1$ and $x_2$, +where $a<x_1<x_2<b$, +\[ + f(x_1)(x_2-x_1) \leqq F(x_2)-F(x_1) \leqq f(x_2)(x_2-x_1); +\] +or if +\[ + f(x_1)(x_2-x_1) \geqq F(x_2)-F(x_1) \geqq f(x_2)(x_2-x_1), +\] +then\begin{enumerate} +\item[\textnormal{(1)}]\hypertarget{concl1}{} if $f(x)$ is continuous, +\[ +\frac{dF(x)}{dx}=f(x); +\] +%-----File: 175.png---Folio 163------ +and \item[\textnormal{(2)}]\hypertarget{concl2}{} whether $f(x)$ is continuous or not, +\[ + \int_a^b f(x)dx \text{ exists and is equal to } F(b)-F(a). +\] +\end{enumerate} +\end{theorem} + +\begin{proof} +We consider first the case +\[ + f(x_1)(x_2-x_1) \leqq F(x_2)-F(x_1) \leqq f(x_2)(x_2-x_1). +\] +This gives +\[ + f(x_1) \leqq \frac{F(x_2)-F(x_1)}{x_2-x_1} \leqq f(x_2). +\] +Since $f(x)$ is continuous at $x=x_1$, +$\displaystyle{\mathop{L}_{x_2\doteq x_1}} f(x_2) = f(x_1)$. Hence, by +Theorem~\hyperlink{thm40}{40} (Corollary~\hyperlink{cor2p82}{2}), +\[ + \mathop{L}_{x_2\doteq x_1} \frac{F(x_2)-F(x_1)}{x_2-x_1} = f(x_1), +\] +which proves \hyperlink{concl1}{(1)}. + +To prove \hyperlink{concl2}{(2)} we observe that $f(x)$ is non-oscillating and therefore +integrable according to Theorem~\hyperlink{thm99}{99}. On any partition $\pi$ whose +dividing points are $x_1$, $x_2, \ldots, x_{n-1}$ we have +\[ +\begin{array}{lll} + f(a)(x_1-a) & \leqq F(x_1)-F(a) & \leqq f(x_1)(x_1-a), +\\ + f(x_1)(x_2-x_1) +& \leqq F(x_2)-F(x_1) +& \leqq f(x_2)(x_2-x_1), +\\ + \qquad\cdot & \qquad\cdot \qquad\qquad\cdot & \qquad\cdot \\ + \qquad\cdot & \qquad\cdot \qquad\qquad\cdot & \qquad\cdot \\ + \qquad\cdot & \qquad\cdot \qquad\qquad\cdot & \qquad\cdot +\\ + f(x_{n-1})(b-x_{n-1}) +& \leqq F(b)-F(x_{n-1}) +& \leqq f(b)(b-x_{n-1}), +\end{array} +\] +Adding, we get +\begin{gather*} + f(a)(x_1-a) + f(x_1)(x_2-x_1) + \ldots + f(x_{n-1})(b-x_{n-1}) +\leqq F(b)-F(a) +\\ +\leqq f(x_1)(x_1-a) + f(x_2)(x_2-x_1) + \ldots + f(b)(b-x_{n-1}). +\end{gather*} +But +\[ + f(a)(x_1-a) +\ldots + f(x_{n-1})(b-x_{n-1}) \geqq \underline{B}S_\pi +\] +and +\[ + f(x_1)(x_1-a) + \ldots + f(b)(b-x_{n-1}) \geqq \overline{B}S_\pi. +\] +%-----File: 176.png---Folio 164------ +Since this holds for every $\pi$, we have by Theorem~\hyperlink{thm40}{40} that as +(Theorem~\hyperlink{thm99}{99}) +\begin{gather*} + \int_a^b f(x) dx \text{ exists,} +\\ + \int_a^b f(x) dx = F(b)-F(a). +\end{gather*} + +The proof in case $ f(x_1)(x_2-x_1) \geqq F(x_2)-F(x_1) \geqq +f(x_2)(x_2-x_1)$ is identical with the above when we write $\geqq$ +instead of $\leqq$. +\end{proof} +\section{Elementary Properties of Definite Integrals.}\hypertarget{chVIIIsec4}{}%[4] + +\begin{theorem}[105]\hypertarget{thm105}{} +If $a<b<c$, and if a bounded function $f(x)$ is integrable from $a$ to +$c$, then it is integrable from $a$ to $b$ and from $b$ to $c$. +\end{theorem} + +\begin{proof} +Suppose $f(x)$ not integrable from $a$ to $b$, then by the definition +of a limit (see Chap.~\hyperlink{chapII}{II}.) there must be a set of values of ${}^b_a +S_\delta$, $[{}^b_a S_\delta']$, such that +$\displaystyle\mathop{L}_{\delta \doteq 0} {}^b_a S_\delta' = A$, +and another set $[{}^b_a S_\delta'']$ such that +$\displaystyle\mathop{L}_{\delta \doteq 0} {}^b_a S_\delta'' = B$, +while $A$ and $B$ are distinct. Whether $\displaystyle\int_b^c f(x) +dx$ exists or not, there must be a set of values of ${}^c_b S_\delta$, +$[{}^c_b S_\delta']$, such that the limit +$\displaystyle\mathop{L}_{\delta \doteq 0} {}^c_b S_\delta' = +C$. Now for every ${}^b_a S_\delta'$ and ${}^c_b S_\delta'$ there +exists a ${}^c_a S_\delta'$ such that ${}^c_a S_\delta' = {}^b_a +S_\delta' + {}^c_b S_\delta'$. Therefore $A+C$ is a value +approached by ${}^c_a {S_\delta}$. By similar reasoning, $B+C$ is a +value approached by ${}^c_a {S_\delta}$. Hence ${}^c_a S_{\delta}$ has +two values approached, which is contrary to the hypothesis. Hence +$\displaystyle\int_a^b \text{\correction{$f$}{}}(x) dx$ must exist. By similar reasoning +$\displaystyle\int_b^c f(x) dx$ must exist. +\end{proof} + +\begin{theorem}[106]\hypertarget{thm106}{} +If $a<b<c$ and if a bounded function $f(x)$ is integrable from $a$ to +$b$ and from $b$ to $c$, then $f(x)$ is integrable from $a$ to $c$ and +$\displaystyle\int_a^c f(x) dx = \int_a^b f(x) dx + \int_b^c f(x) dx$. +\end{theorem} + +\begin{proof} +Since $\displaystyle\int_a^b f(x) dx$ and $\displaystyle\int_b^c f(x) +dx$ exist, we know by Theorem~\hyperlink{thm26}{26} that for every $\varepsilon$ there +exists a $\delta_c'$ such that for +%-----File: 177.png---Folio 165------ +${}_a^bS_\delta$ where $\delta \leqq \delta_\varepsilon$, +\hypertarget{eq1p165}{\[ + \left| {}_a^bS_\delta-\int_a^b f(x)dx\right| < \frac\varepsilon3, +\tag{1} +\]} +and also a $\delta_\varepsilon''$ such that for every value of +${}_b^cS_\delta$ where $\delta\leqq\delta_\varepsilon''$, +\hypertarget{eq2p165}{\[ +\tag{2} + \left| {}_b^cS_\delta-\int_b^\text{\correction{$c$}{}} f(x)dx\right|<\frac\varepsilon3. +\]} +Now if the upper bound of $f(x)$ on $\interval{a}{c}$ is $M$ and its +lower bound is $m$, let $\delta_\varepsilon''' = +\dfrac{\varepsilon}{3(M-m)}$, and let $\delta_\varepsilon$, be smaller +than the smallest of $\delta_\delta'$, $\delta_\delta''$, +$\delta_\delta'''$. + +Consider any value of ${}_a^cS_\delta$. If the point $b$ is one of the +points of the partition upon which ${}_a^cS_\delta$ is computed, then +${}_a^cS_\delta$ is the sum of one value of ${}_a^bS_\delta$ and one +value of ${}_b^cS_\delta$. If $b$ is not a point of this partition, +let $\Delta_bx$ be the length of the interval of ${}_a^c\pi_\delta$ +that contains $b$. Then for properly chosen ${}_a^bS_\delta$ and +${}_b^cS_\delta$ +\hypertarget{eq3p165}{\[ +\tag{3} +|{}_a^bS_\delta + {}_b^cS_\delta-{}_a^cS_\delta| < + \Delta_bx(M-m) < \frac\varepsilon3. +\]} +So in every case (whether or not $b$ is a partition-point of +${}_a^c\pi_\delta$) by combining \hyperlink{eq1p165}{(1)}, \hyperlink{eq2p165}{(2)}, and \hyperlink{eq3p165}{(3)} we obtain the +result that for every $\varepsilon$ there exists a +$\delta_\varepsilon$ such that for every ${}_a^cS_{\delta\varepsilon}$ +\[ +\left| {}_a^cS_{\delta\varepsilon}- + \int_a^b f(x)dx-\int_b^c f(x)dx \right| < \varepsilon. +\] +Therefore +\[ +\mathop{L}_{\delta\doteq 0} {}_a^cS_\delta = + \int_a^bf(x)dx + \int_b^c f(x)dx, +\] +which proves the theorem. +\end{proof} +\begin{theorem}[107]\hypertarget{thm107}{} +Provided both integrals exist,\footnote{% + That the first integral exists if the second exists is shown in + Theorem~\hyperlink{thm135}{135}.} and $a<b$, +\[ + \int_a^b|f(x)|dx \geqq \left| \int_a^b f(x)dx \right|. +\] +\end{theorem} +%-----File: 178.png---Folio 166------ + +\begin{proof} +\[ + \sum|f(\xi_k)|\Delta_kx \geqq \left|\sum f(\xi_k)\Delta_kx\right|. +\] +Hence for every $S_\delta|f(x)|$ there is a smaller or equal $S_\delta +f(x)$, the $\delta$'s being the same. Hence by Corollary~\hyperlink{cor2p82}{2}, +Theorem~\hyperlink{thm40}{40}, +\[ + \mathop{L}_{\delta\doteq 0} S_\delta|f(x)| \geqq + |\mathop{L}_{\delta\doteq 0} S_\delta f(x)|.\qedhere +\] +\end{proof} + +\begin{theorem}[108]\hypertarget{thm108}{} +If $\displaystyle\int_a^b f(x)dx$ exists, then $\displaystyle\int_b^a +f(x)dx$ exists and +\[ + \int_a^b f(x)dx =-\int_b^a f(x)dx. +\] +\end{theorem} + +\begin{proof} +This is a consequence of the theorem (Corollary~\hyperlink{cor1th27}{1} Theorem~\hyperlink{thm27}{27}) that +\[ + \mathop{L}_{x\doteq a} (-f(x)) =-\mathop{L}_{x\doteq a} f(x), +\] +for to every $S$ used in defining $\displaystyle\int_a^b f(x)dx$ +corresponds a sum equal to $-S$ which is used in defining +$\displaystyle\int_b^a f(x)dx$. + +Similarly to every $S'$ used in defining $\displaystyle\int_b^a +f(x)dx$ there corresponds a sum $-S'$ used in defining +$\displaystyle\int_a^b f(x)dx$. Hence the function $S_\delta$ in the +definition of $\displaystyle\int_a^b f(x)dx$ is the negative of the +function $S_\delta$ used in the definition of $\displaystyle\text{\correction{$\int_b^a$}{$\int_a^b$}} +f(x)dx$. Hence the theorem follows from the theorem quoted. +\end{proof} + +We adjoin the following two theorems, the first of which is an +immediate consequence of the definition of an integral, and the second +a corollary of Theorems \hyperlink{thm105}{105}, \hyperlink{thm106}{106}, and \hyperlink{thm108}{108}. +%-----File: 179.png---Folio 167------ + +\begin{theorem}[109]\hypertarget{thm109}{} +$\displaystyle\int_{a+h}^{b+h} f(x-h) dx$ exists and is equal to +$\displaystyle\int_a^b f(x) dx$, provided the latter integral +exists.\footnote{% + First stated formally by \textsc{H.~Lebesgue}, \emph{Le\c cons sur + l'Int\'egration}, Chapter~VII, page~98.} +\end{theorem} + +\begin{theorem}[110]\hypertarget{thm110}{} +If any two of the following integrals exist, so does the third, and +\[ + \int_a^b f(x) dx + \int_b^c f(x) dx = \int_a^{\text{\correction{$c$}{$b$}}} f(x) dx. +\] +\end{theorem} + +\begin{theorem}[111]\hypertarget{thm111}{} +If $C$ is any constant and if $f(x)$ is integrable on $\interval{a}{b}$, then $Cf(x)$ is integrable on $\interval{a}{b}$ and +\[ + \int_a^b Cf(x) dx = C\int_a^b f(x) dx. +\] +\end{theorem} + +\begin{proof} +\[ + S_\delta =\sum\limits_{k=1}^n f(\xi_k) \Delta_k x +\] +is an $S_\delta$ of the set which defines $\displaystyle\int_a^b f(x) dx$ and +\[ + S_\delta' =\sum\limits_{k=1}^n Cf(\xi_k)\Delta_k x +\] +is the corresponding $S_\delta$ of the set which defines +$\displaystyle\int_a^b Cf(x) dx$. Hence our theorem follows +immediately from Theorem~\hyperlink{thm34}{34}, a special case of which is +$\displaystyle\mathop{L}_{x\doteq a} Cf(x) =C\mathop{L}_{x\doteq a} f(x)$. +\end{proof} + +\begin{theorem}[112]\hypertarget{thm112}{} +If $f_1(x)$ and $f_2(x)$ are any two functions each integrable on the +interval $\interval{a}{b}$, then $f(x) = f_1(x) \pm f_2(x)$ is +integrable on $\interval{a}{b}$ and +\[ + \int_a^b f(x) dx = \int_a^b f_1(x) dx \pm \int_a^b f_2(x) dx. +\] +\end{theorem} + +\begin{proof} +The proof depends directly upon the theorem that +if +$\displaystyle\mathop{L}_{x\doteq a} \phi_1(x) =b_1$, and +$\displaystyle\mathop{L}_{x\doteq a} \phi_2(x)=b_2$, then +$\displaystyle\mathop{L}_{x\doteq a} \text{\correction{$\big($}{}}\phi_1(x) \pm \phi_2(x)\text{\correction{$\big)$}{}} = b_1 \pm b_2$ +(Theorem~\hyperlink{thm34}{34}). +\end{proof} +%-----File: 180.png---Folio 168------ + +\begin{theorem}[113]\hypertarget{thm113}{} +If $f_1(x)$ and $f_2(x)$ are integrable on $\interval{a}{b}$ and such +that for every value of $x$ on $\interval{a}{b}$ $f_1(x)\geqq f_2(x)$, +then +\[ + \int_a^b f_1(x)dx \geqq \int_a^b f_2(x)dx. +\] +\end{theorem} + +\begin{proof} +Since $S_1$ is always greater than or equal to $S_2$, then, by +Theorem~\hyperlink{thm34}{34}, $\underset{\delta\doteq 0}{L} S_1 \geqq +\underset{\delta\doteq 0}{L} S_2$, which proves the theorem. +\end{proof} + +\begin{theorem}[114]\hypertarget{thm114}{}(Maximum-Minimum Theorem.) +If +\begin{enumerate} +\item[\textnormal{(1)}] the product $f_1(x)\cdot f_2(x)$ and the factor $f_1(x)$ +are integrable on $\interval{a}{b}$, + +\item[\textnormal{(2)}] $f_1(x)$ is always positive or always negative on +$\interval{a}{b}$, + +\item[\textnormal{(3)}] $M$ and $m$ are the least upper and the greatest lower +bounds respectively of $f_2(x)$ on $\interval{a}{b}$, +\end{enumerate} +then +\[ + \text{\correction{$m$}{$\underline{m}$}}\cdot \int_a^b f_1(x)dx +\leqq \int_a^b f_1(x)\text{\correction{$\cdot$}{}} f_2(x)dx \leqq M\cdot \int_a^b f_1(x)dx, +\] +or +\[ + \text{\correction{$m$}{$\underline{m}$}}\cdot \int_a^b f_1(x)dx +\geqq \int_a^b f_1(x)\cdot f_2(x)dx \geqq M\cdot \int_a^b f_1(x)dx. +\] +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm111}{111}, +\begin{align*} + M\cdot \int_a^b f_1(x)dx &= \int_a^b M\cdot f_1(x)dx +\\ +\intertext{and} + m\cdot \int_a^b f_1(x)dx = \int_a^b m\cdot f_1(x)dx. +\end{align*} +But in case $f_1(x)$ is always positive, +\[ + m\cdot f_1(x) \leqq f_1(x)\cdot f_2(x) \leqq M\cdot f_1(x). +\] +Hence, by the preceding theorem, +%-----File: 181.png---Folio 169------ +\begin{alignat*}{2} + \int_a^b m\cdot f_1(x)dx &\leqq \int_a^b f_1(x)\cdot f_2(x)dx +&&\leqq \int_a^b M\cdot \text{\correction{$f_1$}{$f$}}(x)dx,\\ +\intertext{and therefore} +m \cdot \int_a^b f_1(x)dx &\leqq + \int_a^b f_1(x) \cdot f_2(x) dx &&\leqq + M \cdot \int_a^b f_1(x)dx. +\end{alignat*} +If $f_1(x)$ is always negative, it follows in the same manner that +\[ +m \cdot \int_a^b f_1(x)dx \geqq + \int_a^b f_1(x) \cdot f_2(x) dx \geqq + M \cdot \int_a^b f_1(x)dx.\qedhere +\] +\end{proof} + +As an obvious corollary of this theorem we have the Mean-value +Theorem: + +\begin{theorem}[115]\hypertarget{thm115}{}\index{Mean-value theorem!of the integral calculus} +Under the hypothesis of Theorem~\hyperlink{thm114}{114} there exists a number $K$, +$\text{\correction{$m$}{$\underline{m}$}} \leqq K \leqq \text{\correction{$M$}{$\overline{M}$}}$, such that +\[ +\int_a^b f_1(x) \cdot f_2(x) dx = + K\int_a^b f_1(x)dx. +\] +\end{theorem} + +\begin{ncorollary}[1] +In case $f_2(x)$ is continuous we have a value $\xi$ of $x$ on +$\interval{a}{b}$ such that +\[ +\int_a^b f_1(x) \cdot f_2(x)dx = + f_2(\xi) \int_a^b f_1(x)dx. +\] +\end{ncorollary} +In case $f_1(x)=1$, +\[ + \int_a^b f_1(x)dx = b-a, +\] +and the theorem reduces to this: + +\begin{theorem}[116]\hypertarget{thm116}{} +If $f(x)$ is any integrable function on the interval $\interval{a}{b}$, there exists a number $M$ lying between the upper and lower +bounds of $f(x)$ on $\interval{a}{b}$ such that +\[ +\int_a^b f(x)dx = M(b-a), +\] +and if $f(x)$ is continuous, there is a value $\xi$ of $x$ on +$\interval{a}{b}$ such that +\[ +\int_a^b f(x)dx = f(\xi)(b-a). +\] +\end{theorem} +%-----File: 182.png---Folio 170------ + +In many applications of the integral calculus the expression +\[ + \dfrac{\int_a^b f(x)dx}{b-a} +\] +represents the notion of +an average value of the dependent variable $y = f(x)$ as $x$ varies +from $a$ to $b$. An average of an infinite set of values of $f(x)$ is +of course to be described only by means of a limiting +process. Consider a set of points $x_1$, $x_2, \ldots, x_{n-1}$, $x_n += b$ on the interval $\interval{a}{b}$ such that +\[ + x_1-a = x_2-x_1 = x_3-x_2 = \ldots += x_{n-1}-x_{n-2} = b-x_{n-1}. +\] +Then +\[ + M_n = \frac1n \sum_{k=1}^n f(x_k), +\] +and we define the mean value of $f(x)$, ${}_a^bM f(x) = +\displaystyle{\mathop{L}_{n\doteq\infty}}M_n$ if this limit +exists. But $x_{k+1}-x_k = \frac{b-a}{n} = \Delta +x$. + +If the definite integral $\displaystyle\int_a^b f(x)dx$ exists, we may +write +\[ + \int_a^b f(x)dx = \underset{\delta\doteq 0}{L} S_\delta, +\] +where +\[ + S_\delta += \sum_{k=1}^n f(x_k) \Delta x += \sum_{k=1}^n f(x_k) \frac{b-a}{n} += \frac{b-a}{n} \sum_{k=1}^n f(x_k) = (b-a) M_n. +\] +Therefore +\[ +\mathop{L}_{\delta\doteq 0} S_\delta += (b-a) \mathop{L}_{n\doteq\infty} M_n. +\] +We therefore have the theorem: + +\begin{theorem}[117]\hypertarget{thm117}{} +In case the integral of $f(x)$ exists on the interval $\interval{a}{b}$, +\[ + {}_a^bM f(x) = \frac{\displaystyle\int_a^b f(x)dx}{b-a}. +\] +\end{theorem} + +We note that ${}_a^bM$ is the same as the $K$ which occurs in the +mean-value theorem, and that the last theorem suggests a simple +%-----File: 183.png---Folio 171------ +method of approximating the value of a definite integral by +multiplying the average of a finite number of ordinates by $b-a$. + +\section{The Definite Integral as a Function of the Limits of +Integration.}\hypertarget{chVIIIsec5}{}%[5] + +\begin{theorem}[118]\hypertarget{thm118}{} +If $f(x)$ is integrable on an interval $\interval{a}{b}$, and if $x$ +is any point of $\interval{a}{b}$, $\displaystyle \int_a^xf(x)dx$ is a +continuous function of $x$. +\end{theorem} + +\begin{proof} +$\displaystyle \int_a^xf(x)dx$ exists, by Theorem~\hyperlink{thm105}{105}, and by the +definition of a continuous function we need only to show that +\[ + \mathop{L}_{x'\doteq + x}\left(\int_a^{x'}f(x)dx-\int_a^xf(x)dx\right)=0. +\] +By the theorems of the preceding section, +\[ + \int_a^{x'}f(x)dx-\int_a^xf(x)dx=\int_x^{x'}f(x)dx\leqq|_x^{x'} + \overline{B}\cdot (x'-x)|\leqq|\overline{B}\cdot (x'-x)|, +\] +where $_x^{x'}\overline{B}$ stands for the least upper bound of $f(x)$ +on the interval $\interval{x}{x'}$, and $\overline{B}$ for the least +upper bound of $f(x)$ on $\interval{a}{b}$. Since $\overline{B}$ is a +constant, $\overline{B}(x'-x)$ approaches zero as $x'$ approaches $x$, +and therefore by Theorem~\hyperlink{thm40}{40}, Corollary~\hyperlink{cor4p82}{4}, the conclusion of our +theorem follows. +\end{proof} + +\begin{theorem}[119]\hypertarget{thm119}{} +If $f(x)$ is continuous on an interval $\interval{a}{b}$, +$\displaystyle \int_a^x f(x)dx\ (a<x<b)$ possesses a derivative with +respect to $x$ such that +\[ +\frac{d}{dx}\int_a^xf(x)dx=\text{\correction{$f$}{}}(x). +\] +\end{theorem} + +\begin{proof} +By the preceding theorem $\displaystyle \int_a^xf(x)dx$ is continuous. +%-----File: 184.png---Folio 172------ +To form the derivative we investigate the expression +\hypertarget{eq1p172}{\[ + \frac{\displaystyle\int_a^{x'}f(x)dx-\int_a^xf(x)dx}{x'-x} += \frac{\displaystyle\int_x^{x'}f(x)dx}{x'-x} \tag{1} +\]} +as $x'$ approaches $x$. + +By Theorem~\hyperlink{thm115}{115} (the mean-value theorem), +\[ + \int_x^{x'}f(x)dx=f\left(\xi(x')\right)(x'-x), +\] +where $\xi(\text{\correction{$x'$}{$x$}})$ is a value of $x$ between $x$ and $x'$ and is a function +of $x'$. +Hence \hyperlink{eq1p172}{(1)} is equal to +\hypertarget{eq2p172}{\[ + f(\xi).\tag{2} +\]} +But as $x'$ approaches $x$, $\xi$ also approaches $x$ and so, by +Theorem~\hyperlink{thm39}{39}, as $x'$ approaches $x$, \hyperlink{eq2p172}{(2)} approaches $f(x)$. Therefore +\[ + \mathop{L}_{x'\doteq x} + \frac{\displaystyle\int_a^{x'}f(x)dx + -\displaystyle\int_a^{x }f(x)dx}{x'-x} += f(x) = \frac{d}{dx} \int_a^xf(x)dx.\qedhere +\] +\end{proof} + +Following is a more general statement of Theorem~\hyperlink{thm119}{119}. + +\begin{corollary} +If $f(x)$ is continuous at a point $x_1$ of $\interval{a}{b}$ and +integrable on $\interval{a}{b}$, then at $x=x_1$ +\[ + \frac{d}{dx}\int_a^xf(x)dx=f(x). +\] +\end{corollary} + +The proof is like that of Theorem~\hyperlink{thm112}{112} except that +\[ + \int_{x_1}^xf(x)dx=(x-x_1)M(x), +\] +and $M(\text{\correction{$x$}{$x_1$}})$ is a value between the upper and lower bounds of +%-----File: 185.png---Folio 173------ +$f(x)$ on $\interval{x_1}{x}$. But by the continuity of $f(x)$ at \correction{$x_1$}{${}_1$} +\[ + \mathop{L}_{x\doteq x_1}M(x)=f(x_1), +\] +and hence the conclusion follows as in the theorem. + +\begin{theorem}[120]\hypertarget{thm120}{} +If $f(x)$ is any continuous function on the interval $\interval{a}{b}$, and $F(x)$ any function on this interval such that +\[ + \frac{d}{dx}F(x)=f(x), +\] +then $F(x)$ differs from $\displaystyle \int_a^xf(x)dx$ at most by an +additive constant. +\end{theorem} + +\begin{proof} +Let $\displaystyle F(x) = \int_a^xf(x)dx+\phi(x)$. + +Since $F(x)$ and $\displaystyle \int_a^xf(x)dx$ are both +differentiable, +\[ + \frac{d}{dx}F(x)=\frac{d}{dx}\left(\int_a^xf(x)dx+\phi(x)\right) += \frac{d}{dx}\left(\int_a^xf(x)dx\right)+\frac{d}{dx}\phi(x). +\] +By the preceding theorem +\[ + \frac{d}{dx}\int_a^xf(x)dx=f(x). +\] +Hence $\dfrac{d}{dx}\phi(x) =0$, whence, by Theorem~\hyperlink{thm94}{94}, $\phi(x)$ is a +constant. +\end{proof} + +\begin{theorem}[121]\hypertarget{thm121}{} +If $f(x)$ is a continuous function on an interval $\interval{a}{b}$ +and $F(x)$ is such that +\[ + \frac{d}{dx}F(x)=f(x), +\] +then +\[ + \int_a^bf(x)dx=F(b)-F(a). +\] +\end{theorem} +%-----File: 186.png---Folio 174------ + +\begin{proof} +By the last theorem, +\[ + \int_a^xf(x)dx =F(x)+c. +\] +But +\[ + 0=\int_a^af(x)dx =F(a)+c. +\] +Therefore +\[ + -F(a) =c. +\] +Whence +\[ + \int_a^bf(x)dx =F(b)+c=F(b)-F(a). +\] +The symbol $[F(x)]_a^b$ or $|_a^bF(x)$ is frequently used for +$F(b)-F(a)$. In these terms the above theorem is expressed by the +equation +\[ + \int_a^bf(x)dx=|_a^bF(x).\qedhere +\] +\end{proof} + +By this last theorem the theory of definite and indefinite integrals +is united as far as continuous functions are concerned, and a table of +derivatives gives a table of integrals. For discontinuous functions +the correspondence does not in general hold. That is, there are on the +one hand integrable functions $f(x)$ such that $\displaystyle +\int_a^xf(x)dx$ is not differentiable with respect to $x$, and on the +other hand differentiable functions $\phi(x)$ such that $\phi'(x)$ is +not integrable.\footnote{% + For a good discussion of this subject the reader is referred to + \textsc{H. Lebesgue}, \textit{Le\c cons sur l'Int\correction{\'e}{e}gration.}} + + +\section{Integration by Parts and by Substitution.}\hypertarget{chVIIIsec6}{}%[6] + +The formulas for integration by parts and by substitution are +ordinarily written as follows: +\begin{align*} + &\int udv = uv-\int v\text{\correction{$d$}{$\underset{\centerdot}{d}$}}u,\\ + &\int f(y)dy=\int f(y)\cdot \frac{dy}{dx}\cdot dx. +\end{align*} +%-----File: 187.png---Folio 175------ +The following theorems state sufficient conditions for their validity. + +\begin{theorem}[122]\hypertarget{thm122}{} (Integration by parts.) +\[ + \int_a^bf_1(x)\cdot f_2'(x)dx += \left[f_1(x)\cdot f_2(x)\right]_a^b +-\int_a^bf_2(x)\cdot f_1'(x)dx, +\] +provided $f_1'(x)$ and $f_2'(x)$ exist and are continuous on the +interval $\interval{a}{b}$. +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm75}{75}, +\[ + \frac{d}{dx}\left(f_1(x)\cdot f_2(x)\right) += f_1(x)\cdot f_2'(x)+f_2(x)\cdot f_1'(x). +\] +Therefore +\[ + \int_a^b\frac{d}{dx}\left(f_1(x)\cdot f_2(x)\right)dx += \int_a^bf_1(x)\cdot f_2'(x)dx ++ \int_a^bf_2(x)\cdot f_1'(x)dx. +\] +(The integral exists since it follows from the existence and +continuity of $f_1'(x)$ and $f_2'(x)$ that $f_1(x)$ and $f_2(x)$ +are continuous). By Theorem~\hyperlink{thm121}{121}, +\[ + \int_a^b\frac{d}{dx}\left\{f_1(x)\cdot f_2(x)\right\}dx += f_1(b)\cdot f_2(b)-f_1(a)\cdot f_2(a). +\] +Therefore +\[ + \int_a^bf_1(x)\cdot f_2'(x)dx += \left[f_1(x)\cdot f_2(x)\right]_a^b +-\int_a^bf_2(x)\cdot f_1'(x)dx.\qedhere +\] +\end{proof} + +\begin{theorem}[123]\hypertarget{thm123}{}(Integration by substitution.)\index{Change of variable} +If $y=\phi(x)$ has a continuous derivative at every point of +$\interval{a}{b}$ and $f(y)$ is continuous for all values taken by +$y=\phi(x)$ as $x$ varies from $a$ to $b$, +\[ + \int_A^Bf(y)dy=\int_a^bf(y)\frac{dy}{dx}dx, +\] +where $A=\phi(a)$, $B=\phi(b)$. +\end{theorem} +%-----File: 188.png---Folio 176------ + +\begin{proof} +By Theorem~\hyperlink{thm120}{120} and by Theorem~\hyperlink{thm79}{79}, +\[ + \int_A^{\phi(x)}f(y)dy += \int_a^x\frac{d}{dx}\left(\int_A^{\phi(x)}f(y)dy\right)dx+C += \int_a^xf(y)\frac{dy}{dx}\cdot dx+C, +\] +$C$ being an arbitrary constant. $C$ is determined by letting +$x=a$. Then if $x=b$ we have +\[ + \int_A^Bf(y)dy=\int_a^bf(y)\frac{dy}{dx}\cdot dx.\qedhere +\] +\end{proof} +\begin{theorem}[124]\hypertarget{thm124}{} +\[ + \int_a^bf(x)dx=\int_A^Bf\left(\phi(y)\right)\frac{dx}{dy}dy, +\] +where $x=\phi(y)$ and $a=\phi(A)$, $b=\phi(B)$; provided that both +integrals exist, and that $\phi(y)$ is non-oscillating and has a +finite derivative. +\end{theorem} + +\begin{proof} +\[ + \int_a^bf(x)dx + = \mathop{L}_{n\doteq \infty}\sum_{k=1}^nf(\xi_k)\Delta_kx +\tag{1} +\] +whenever the least upper bound of $\Delta_kx$ for each $n$ approaches +zero as $n$ approaches $+\infty$. Now let $\Delta y=\dfrac{B-A}{n}$, +\begin{gather*} + y_k=A+k\cdot \Delta y, +\\ + \phi(y_k)-\phi(y_{k-1})=\Delta_kx. +\end{gather*} +Hence, by Theorem~\hyperlink{thm85}{85}, +\[ + \Delta_kx=\phi'(\eta_k)\Delta y, +\] +where $\eta_k$ lies between $y_k$ and $y_{k-1}$. Now if $\xi_k= +\phi(\eta_k)$, it will lie between $\phi(y_k)$ and $\phi(y_{k-1})$; +moreover the $\Delta_kx$'s are all of the same sign or zero; and since +the hypothesis makes $\phi(y)$ uniformly continuous, their least upper +bound approaches zero as $n$ approaches $+\infty$. Therefore +\begin{align*} + \int_a^bf(x)dx + &=\mathop{L}_{n\doteq \infty}\sum_{k=1}^nf(\xi_k)\Delta_kx\\ + &=\mathop{L}_{n\doteq \infty}\sum_{k=1}^n + f\bigl(\phi(\eta_k)\bigr)\cdot \phi'(\eta_k)\cdot \Delta y\\ + &=\int_A^Bf\big(\phi(y)\text{\correction{$\big)$}{}}\phi'(y)dy, +\end{align*} +%-----File: 189.png---Folio 177------ +provided the latter integral exists. +Hence +\[ + \int_a^bf(x)dx += \int_A^Bf\left(\phi(y)\right)\cdot \frac{dx}{dy}dy.\qedhere +\] +\end{proof} +\begin{corollary} +The validity of this theorem remains if $\phi(y)$ has a finite number +of oscillations. +\end{corollary} + +\begin{proof} +Suppose the maximum and minimum values of +$\phi(y)$ are +\[ + a_1,a_2,a_3,\ldots,a_n, +\] +corresponding to the values of $y$, +\[ + A_1,A_2,A_3,\ldots,A_n. +\] +Then we have +\begin{align*} + \int_{a }^{b } f(x)dx +&= \int_{a }^{a_1} f(x)dx + + \int_{a_1}^{a_2} f(x)dx+\ldots + + \int_{a_n}^{b } f(x)dx +\\ +&= \int_{A }^{A_1} f\big(\phi(x)\text{\correction{$\big)$}{}} \frac{dx}{dy}dy + + \int_{A_1}^{A_2} f\big(\phi(x)\text{\correction{$\big)$}{}} \frac{dx}{dy}dy \ldots + + \int_{A_n}^{B } f\big(\phi(x)\text{\correction{$\big)$}{}} \frac{dx}{dy}dy +\\ +&= \int_{A }^{B } f\big(\phi(x)\text{\correction{$\big)$}{}} \frac{dx}{dy}dy. +\end{align*} +The form of this proposition given in Theorem~\hyperlink{thm123}{123} would permit an +infinitude of oscillations of $\phi(y)$. +\end{proof} + +\section{General Conditions for Integrability.}\hypertarget{chVIIIsec7}{}%[7] + +The following lemmas are to be associated with those on pages \pageref{lp155} and +\pageref{lp156}. + +\begin{lemma}[3]\hypertarget{lem3p177}{} +If $\pi_1$ is a repartition of $\pi$, then for any function bounded on +$\interval{a}{b}$ +\[ +O_{\pi_1} \leqq O_{\pi}. +\] +\end{lemma} +\begin{proof} +Any interval $\Delta_k x$ of $\pi$ is composed of one or more +intervals $\Delta_k' x$, $\Delta_k'' x$, etc., of $\pi_1$, and +these contribute to $O_{\pi_1}$ the terms +\hypertarget{eq1p177}{\[ + \left|\Delta_k'x\right|\Delta_k'y + +\left|\Delta_k''x\right|\Delta_k''y + \ldots. \tag{1} +\]} +%-----File: 190.png---Folio 178------ + +The corresponding term of $O_\pi$ is +\hypertarget{eq2p178}{\[ + |\Delta_k x|\Delta_k y = |\Delta_k'x|\Delta_k y + + |\Delta_k''x|\Delta_k y + \ldots. \tag{2} +\]} + +Since each of $\Delta_k'y$, $\Delta_k''y,$ etc., is less than or +equal to $\Delta_ky$, \hyperlink{eq1p177}{(1)} is less than or equal to \hyperlink{eq2p178}{(2)}, and hence +$O_{\pi_1} \leqq O_\pi$. +\end{proof} +\begin{lemma}[4]\hypertarget{lem4p178}{} +If $\pi_0$ is any partition of the interval $\interval{a}{b}$, and +$\varepsilon_0$ any positive number, then for any bounded function +there exists a number $\delta_0$ such that for every partition $\pi$ +whose greatest $\Delta$ is less than $\delta_0$ +\[ + O_{\pi_0} + \varepsilon_0 \geqq O_\pi. +\] +\end{lemma} +\begin{proof} +We prove the lemma by showing that if $\pi_0$ has $N + 1$ partition +points $x_0$, $x_1$, $x_2, \ldots$, $x_\text{\correction{$N$}{$n$}}$, an effective choice of +$\delta_0$ is +\[ + \delta_0 = \frac{\varepsilon_0}{R \cdot N}, +\] +where $R$ is the oscillation of the function on $\interval{a}{b}$. + +Of the intervals of $\pi$ there are at most $N-1$ which contain as +interior points, points of $x_0$, $x_1$, $x_2, \ldots$, $x_N$. Denote +the lengths of these intervals of $\pi$ by $\Delta_px$, and denote by +$\Delta_qx$ the lengths of the intervals of $\pi$ which contain as +interior points no points of $x_0$, $x_1$, $x_2, \ldots$, $x_N$. Then +\[ +O_\pi = \textstyle + \sum\limits_p|\Delta_px| \cdot \Delta_py ++ \sum\limits_q|\Delta_qx| \cdot \Delta_qy. +\] +If $\pi'$ is a repartition of $\pi_0$ obtained by introducing the +points of $\pi$, then +\[ + \textstyle\sum\limits_q|\Delta_qx| \cdot \Delta_qy +\] +is a subset of the terms whose sum constitutes $O_{\pi'}$. Hence, by +Lemma~\hyperlink{lem3p177}{3}, +\[ + \textstyle\sum\limits_q|\Delta_qx| \cdot \Delta_qy +\leqq O_{\pi'} \leqq O_{\pi_0}. +\] +Since +\[ + |\Delta_px| \leqq \delta_0 = \frac{\varepsilon_0}{R \cdot N}, +\] +%-----File: 191.png---Folio 179------ +it follows that +\[ + \textstyle\sum\limits_p \left|\Delta_px\right| \cdot \Delta_py \leqq + \varepsilon_0. +\] +Therefore +\[ + O_{\pi_0} + \varepsilon_0 \geqq O_{\pi}.\qedhere +\] +\end{proof} +\begin{lemma}[5]\hypertarget{lem5p179}{} +If $\pi$ is any partition, $O_{\pi}$ is the least upper bound of the +expression +\[ + S_\pi'-S_\pi'', +\] +where $S_\pi'$ and $S_\pi''$ may be any two values of $S_\pi$ +corresponding to different choices of the $\xi$'s. +\end{lemma} + +\begin{proof} +Without loss of generality we may assume every $\Delta_kx$ positive. + +\noindent Then +\[ + \overline{B}S_{\pi}-\underline{B}S_{\pi} += \overline{B}\left|{S_{\pi}}'-{S_{\pi}}''\right|. +\mspace{100mu} +\] +But +\begin{align*} + \overline{B}S_{\pi} +&= \overline{B}\left\{% + \textstyle\sum\limits_{k=1}^n + f(\xi_k)\cdot \Delta_kx \right\} + = \textstyle\sum\limits_{k=1}^n \left\{% + \overline{B}f(\xi_k) \right\}\Delta_kx\\ +\intertext{and} + \underline{B}S_{\pi} +&= \underline{B}\left\{% + \textstyle\sum\limits_{k=1}^n + f(\xi_k)\cdot \Delta_kx \right\} + = \textstyle\sum\limits_{k=1}^n + \left\{ \underline{B}f(\xi_k) \right\}\Delta_kx. +\end{align*} +Therefore +\begin{align*} + \overline{B}S_{\pi}-\underline{B}S_{\pi} +&= \textstyle\sum\limits_{k=1}^n\left[ + \overline{B}f(\xi_k)-\underline{B}f(\xi_k) \right]\Delta_kx +\\ +&= \textstyle\sum\limits_{k=1}^n\Delta_ky\cdot \Delta_kx=O_{\pi}. +\end{align*} +Therefore +\[ + \overline{B}({S_{\pi}}'-{S_{\pi}}'')=O_{\pi}.\qedhere +\] +\end{proof} + +\begin{theorem}[125]\hypertarget{thm125}{} +A necessary and sufficient condition that a function $f(x)$, defined, +single-valued, and bounded on an interval $\interval{a}{b}$ shall be +integrable on $\interval{a}{b}$, is that the greatest lower bound of +$O_{\pi}$ for this function shall be zero. +\end{theorem} + +\begin{proof} +We first show that if $f(x)$ is integrable the lower bound of +$O_{\pi}$ is zero. By hypothesis, +\[ + \int_a^bf(x)dx=\mathop{L}_{\delta\doteq 0}S_{\delta} +\] +exists. By Theorem~\hyperlink{thm27}{27}, Chapter~\hyperlink{chapIV}{IV}, this implies that for every $\varepsilon$ +%-----File: 192.png---Folio 180------ +there exists a $\delta_{\varepsilon}$ such that for every +$\delta_1<\delta_\varepsilon$ and $\delta_2<\delta_\varepsilon$ +\[ + \left|S_{\delta_1}-S_{\delta_2}\right|<\varepsilon. +\] +Hence, if $\pi$ be a partition whose intervals $\Delta_k x$ are all +less than $\delta_\varepsilon$, we must have +\[ + \left|S_\pi'-S_\pi''\right|<\varepsilon +\] +for every $S_\pi'$ and $S_\pi''$. By Lemma~\hyperlink{lem5p179}{5} this implies that +$O_\pi\leqq \varepsilon$. But if for every $\varepsilon$ there exists +a $\pi$ such that $O_\pi\leqq \varepsilon$, then +\[ + \underline{B}O_\pi=0. +\] + +Secondly, we show that if the lower bound of $O_\pi$ is zero, +$S_\delta$ converges to a single value, +\[ +\int_a^bf(x)dx, +\] +as $\delta$ approaches zero. Given any positive quantity $\varepsilon$ +there exists a partition $\pi_\varepsilon$, such that +$O_{\pi_\varepsilon}<\dfrac\varepsilon4$. By Lemma~\hyperlink{lem4p178}{4} there exists a +$\delta_\varepsilon$ such that for every $\pi$ whose intervals are +numerically less than $\delta_\varepsilon$ +\[ + O_\pi\leqq O_{\pi_\varepsilon}+\frac\varepsilon4<\frac\varepsilon2. +\] + +Now let $S_{\pi_\varepsilon'}$ and $S_{\pi_\varepsilon''}$ be any +two values of $S_{\delta_\varepsilon}$, and let $\pi_\varepsilon'''$ +be the partition composed of the points of both $\pi_\varepsilon'$ +and $\pi_\varepsilon''$. Then for any value of +${S_{\pi_\varepsilon'''}}$ we have, by Lemma~\hyperlink{lem2p156}{2}, +\begin{align*} + \left|S_{\pi_\varepsilon'}-S_{\pi_\varepsilon'''}\right| &\leqq + O_{\pi_\varepsilon'}< \frac\varepsilon2,\\ + \left|S_{\pi_\varepsilon''}-S_{\pi_\varepsilon'''}\right| &\leqq + O_{\pi_\varepsilon''}< \frac\varepsilon2.\\ +\intertext{Therefore} + \left|S_{\pi_\varepsilon'}-S_{\pi_\varepsilon''}\right| + &<\varepsilon. +\end{align*} +%-----File: 193.png---Folio 181------ +Hence for every $\varepsilon$ we have a $\delta_\varepsilon$ such that +for every two values of $S_\delta$, $\delta < \delta_\varepsilon$, +\[ + |S_{\pi'_\varepsilon}-S_{\pi''_\varepsilon}| +< \varepsilon. +\] +By Theorem~\hyperlink{thm27}{27}, this implies the existence of $\displaystyle\mathop{L}_{\delta\doteq +0} S_\delta$. +\end{proof} + +In case the definite integral does not exist it is sometimes desirable +to use the upper and lower bounds of indeterminateness of $S_\delta$ +as $\delta$ approaches zero. These are denoted respectively by the +symbols +$\overline{\displaystyle\int_a^b} f(x)dx$ and +$\underline{\displaystyle\int_a^b} f(x)dx$\footnote{% + For a more extended theory of these integrals, + cf.~\textsc{Pierpont}, page~337.} +and are called the upper\index{Upper!integral} and \index{Lower integral}lower definite integrals of +$f(x)$\correction{.}{} +They are both equal to +\[ + \int_a^b f(x)dx +\] +if and only if the latter integral exists. They are usually defined by +the equations +\[ + \overline{\int_a^b} f(x)dx += \underline{B}\overline{S}_\pi, +\] +where $\overline{S}_\pi = \displaystyle\sum_{k=1}^n \{ \overline{B} +f(\xi_k) \} \Delta_k x$ for all partitions of $\pi$, and +\[ + \underline{\int_a^b} f(x)dx += \overline{B}\underline{S}_\pi, +\] +where $\underline{S}_\pi = \displaystyle\sum_{k=1}^n \{ \underline{B} +f(\xi_k) \} \Delta_k x$ for all partitions of $\pi$. + +That $\displaystyle\int_a^b f(x)dx$ exists when the upper and lower +integrals are equal is evident under this definition, because +\[ + O_\pi = \overline{S}_\pi-\underline{S}_\pi, +\] +%-----File: 194.png---Folio 182------ +and thus $\underline{B}O_\pi = 0$ if and only if +\[ + \overline{\int_a^b} f(x)dx += \underline{\int_a^b} f(x)dx. +\] + +For every value of $\delta > 0$ there is an infinite set of partitions +$\pi$, for which the largest $\Delta_k x$ is less than $\delta$, and +for each of these there is a value of $O_\pi$. If $O_\delta$ stands +for any such $O_\pi$, then $O_\delta$ is a many-valued function of +$\delta$. + +\begin{theorem}[126]\hypertarget{thm126}{} +A necessary and sufficient condition that a function $f(x)$, defined, +single-valued, and bounded on an interval $\interval{a}{b}$, is +integrable is that +\[ + \mathop{L}_{\delta\doteq 0} O_\delta = 0. +\] +\end{theorem} + +\begin{proof}\textit{The condition is necessary.} + +By Theorem~\hyperlink{thm125}{125} the integrability of $f(x)$ implies $\underline{B} +O_\pi = 0$. Hence for every $\varepsilon$ there exists a partition +$\pi$ such that +\[ + O_\pi < \varepsilon. +\] +By Lemma~\hyperlink{lem4p178}{4} there exists a $\delta_\varepsilon$ such that for every +$\pi'$ whose greatest $\Delta x$ is less than $\delta_\varepsilon$ +\[ + O_{\pi'} < O_\pi + \varepsilon < 2\varepsilon. +\] +Hence +\[ + \mathop{L}_{\delta\doteq 0} \text{\correction{$O_\delta$}{$O^\delta$}} = 0. +\] + +\textit{The condition is sufficient.} + +Since +\[ + \mathop{L}_{\delta\doteq 0} \text{\correction{$O_\delta$}{$O^\delta$}} = 0, +\] +and $O_\delta > 0$, +\[ + \underline{B} O_\pi = 0. +\] +Hence the function is integrable by Theorem~\hyperlink{thm125}{125}. +\end{proof} + +\begin{theorem}[127]\hypertarget{thm127}{}\label{p182th127} +A necessary and sufficient condition that a function, defined, +single-valued, and bounded on an interval $\interval{a}{b}$, shall be +integrable on that interval is that for every pair of positive +%-----File: 195.png---Folio 183------ +numbers $\sigma$ and $\lambda$ there exists a partition $\pi$ such +that the sum of the lengths of those intervals on which the +oscillation of the function is greater than $\sigma$ is less than +$\lambda$. +\end{theorem} + +\begin{proof}\textit{The condition is necessary.} + +If for a given pair of positive numbers $\sigma$ and $\lambda$ there +exists no $\pi$ such as is required by the theorem, then $O_\pi > +\sigma\cdot\lambda$ for every $\pi$, which is contrary to the +conclusion of Theorem~\hyperlink{thm125}{125} that +\[ + \underline{B}O_\pi = 0. +\] + +\textit{The condition is sufficient.} + +For a given positive $\varepsilon$ choose $\sigma$ and $\lambda$ so +that +\[ +\sigma(b-a) < \frac\varepsilon2 \text{ and } + \lambda \cdot R < \frac\varepsilon2, +\] +where $R$ is the oscillation of the function on $\interval{a}{b}$. Let +$\pi$ be a partition such that the sum of the lengths of those +intervals on which the oscillation of the function is greater than +$\sigma$ is less than $\lambda$. Then the sum of the terms of $O_\pi$ +which occur on these intervals is less than +\[ + \lambda \cdot R, +\] +and the sum of the terms of $O_\pi$ on the remaining intervals is less +than +\[ + \sigma(b-a). +\] +Therefore +\[ + O_\pi < \lambda \cdot R + \sigma(b-a) < \varepsilon. +\] +Hence +\[ + \underline{B}O_\pi = 0, +\] +whence by Theorem~\hyperlink{thm125}{125} the integral exists. +\end{proof} + +\begin{definition}\index{Content of a set of points} +The \textit{content} of a set of points $[x]$ on an interval +$\interval{a}{b}$ is a number $C[x]$ defined as follows: Let $\pi$ be +any partition of $\interval{a}{b}$, none of the partition points of +which are points of $[x]$, and $D_\pi$ the sum of the lengths of those +intervals of $\pi$ +%-----File: 196.png---Folio 184------ +which contain points of [$x$] as interior points. Then +\[ + \underline{B}D_\pi = C[x]. +\] + +An important special case is where +\[ + C[x]=0. +\] + +It is evident that if a set [$x$] has content zero, for every +$\varepsilon$ there exists a finite set of segments of lengths +\[ + \varepsilon_1,\; \varepsilon_2,\; \varepsilon_3, \ldots,\; + \varepsilon_n +\] +which contain every point [$x$] and such that +\[ + \sum_{i=1}^n \varepsilon_i < \varepsilon. +\] +It is also evident that if the sets [$x_1$] and [$x_2$] are of content zero, +then the set of all $x_1$ and $x_2$ is of content zero.\footnote{% + For further discussion of the notion \emph{content} see + \textsc{Pierpont}, \textit{Real Functions}, + Vol.~I, p.~352, and \correction{\textsc{Lebesgue}}{\textsc{Lebesque}}, \textit{Le\c cons sur + l'Int\'egration}.} +\end{definition} + +\begin{theorem}[128]\hypertarget{thm128}{} +A necessary and sufficient condition for the integrability of a +function $f(x)$ on an interval $\interval{a}{b}$ is that for every +$\sigma > 0$ the set of points $[x_\sigma]$ at which the oscillation +of $f(x)$ is greater than or equal to $\sigma$ shall be of content +zero.\footnote{% + Compare the example on page~\pageref{egp155}.} +\end{theorem} + +\begin{proof} +If at every point of an interval $\interval{c}{d}$ the oscillation of +$f(x)$ is less than $\sigma$, then about each point of $\interval{c}{d}$ there is a segment upon which the oscillation is less than +$\sigma$, and hence by Theorem~\hyperlink{thm11}{11}, Chapter~\hyperlink{chapII}{II}, there is a partition of +$\interval{c}{d}$ upon each interval of which the oscillation of +$f(x)$ is less than $\sigma$. + +Now to prove the condition sufficient we observe that if the content +of [$x_\sigma$] is zero, there exists for every $\lambda$ a partition +$\pi_\lambda$, +such that the sum of the lengths of the intervals containing points of +[$x_\sigma$] is less than $\lambda$. Moreover we have just seen +%-----File: 197.png---Folio 185------ +that the intervals which do not contain points on $[x_\sigma]$ can be +repartitioned into intervals on which the oscillation is less than +$\sigma$. Hence, by Theorem~\hyperlink{thm127}{127}, the function is integrable. + +To prove the condition necessary we note that on every interval +containing a point, $x_\sigma$, the oscillation of $f(x)$ is greater +than \correction{or equal to}{or equal to or equal to} +$\sigma$. Hence, if +\[ + C[x_\sigma] > 0, +\] +the sum of the intervals upon which the oscillation is greater than or +equal to $\sigma$ is greater than $C[x_\sigma]$. +\end{proof} +\begin{definition}\index{Numerably infinite set}\index{Non-numerably infinite set} +A set of points is said to be numerable if it is capable of being set +into one-to-one correspondence with the positive integral numbers. If +a set $[x]$ is numerable, it can always be indicated by the notation +$x_1$, $x_2$, $x_3, \ldots$, $x_n, \ldots$, or $\{x_n\}$, but if it is +not numerable, the notation $\{x_n\}$ cannot be applied with the +understanding that $n$ is integral. +\end{definition} + +\begin{theorem}[129]\hypertarget{thm129}{} +A perfect set of points is not numerably infinite.\footnote{% + For definition of perfect set see page~\pageref{dp41}.} +\end{theorem} + +\begin{proof} +Suppose the theorem not true. Then there exists a sequence of points +$\{x_n\}$ containing every point of a perfect set $[x]$. Let $P_1$ be +any point of $[x]$, and $\overline{a_1\ b_1}$ a segment containing +$P_1$. Let $x_{n_1}$ be the first of $\{x_n\}$ within $\overline{a_1\ +b_1}$. Since $x_n$ is a limit point of points of $[x]$, there are +points of the set other than $P_1$ and $x_{n_1}$ on the segment +$\overline{a_1\ b_1}$. Let $P_2$ be such a point, and let +$\overline{a_2\ b_2}$ be a segment within $\overline{a_1\ b_1}$ and +containing $P_2$ but neither $P_1$ nor $x_{n_1}$. Let $x_{n_2}$ be the +first point of $\{x_n\}$ within $\overline{a_2\ b_2}$. Proceeding in +this manner we obtain a sequence of segments $\{\overline{a_i\ b_i}\}$ +such that every segment lies within the preceding and such that every +segment $\overline{a_i\ b_i}$ contains no point $x_{n_{i-k}}$ of the +sequence $\{x_n\}$. By the lemma on page~\pageref{lp42}, Chapter~\hyperlink{chapII}{II}, there is a +point $P$ on every segment of this set. Since there are points of +$[x]$ on every segment $\overline{a_i\ b_i}$, $P$ is a limit point of +the set $[x]$. Since $[x]$ is a perfect set, $P$ is a point of +$[x]$. But if $P$ +%-----File: 198.png---Folio 186------ +were in the sequence $\left\{x_n\right\}$, there would be only a +finite number of points of $[x]$ preceding $P$, whereas by the +construction there is an infinitude of such points. +\end{proof} + +\begin{theorem}[130]\hypertarget{thm130}{} +A numerably infinite set of sets of points each of content zero cannot +contain every point of any interval. +\end{theorem} + +\begin{proof} +Let the set of sets be ordered into a sequence $\left\{[x]_n\right\}$. +We show that on every segment $\overline{a\ b}$ there is at least one +point not of $\left\{[x]_n\right\}$. Since $[x]_1$ is of content zero, +there is a segment $\overline{a_1\ b_1}$ contained in $\overline{a\ +b}$ which contains no point of $[x]_1$. Let $[x]_{{n}_1}$ be the first +set of the sequence which contains a point of $\overline{a_1\ +b_1}$. Since $[x]_{{n}_1}$ is of content zero, there is a segment +$\overline{a_2\ b_2}$ contained in $\overline{a_1\ b_1}$ which +contains no point of $[x]_{{n}_1}$. Continuing in this manner we +obtain a sequence of segments $\overline{a\ b}$, $\overline{a_1\ +b_1},\ldots$, $\overline{a_n\ b_n} \ldots$ such that every segment +lies within the preceding, +and such that $\overline{a_n\ b_n}$ contains no point of +$[x]_1,\ldots$, $[x]_n$. By the lemma on page~\pageref{lp42} there is at least one +point $P$ on all these segments. Hence $P$ is a point of $\overline{a\ +b}$ and is not a point of any set of $\left\{[x]_n\right\}$. +\end{proof} + +\begin{theorem}[131]\hypertarget{thm131}{} +The points of discontinuity of an integrable function form at most a +set consisting of a numerable set of sets, each of content zero. +\end{theorem} + +\begin{proof} +Let $\sigma_1$, $\sigma_2$, $\sigma_3,\ldots$ be any set of numbers +such that +\[ + \sigma_n>\sigma_{n+1}, +\] +and +\[ + \mathop{L}_{n\doteq \infty}\sigma_n =0. +\] +By Theorem~\hyperlink{thm128}{128} the set of points $[x_{\sigma_n}]$ at which the +oscillation of $f(x)$ is greater than or equal to $\sigma_{n+1}$ and +less than $\sigma_n$ is of content zero. Since the set of sets +$\left\{[x_{\sigma_n}]\right\}$ includes all the points of +discontinuity of $f(x)$, this proves the theorem. +\end{proof} + +\begin{theorem}[132]\hypertarget{thm132}{} +If a function $f(x)$ is integrable on an interval $\interval{a}{b}$, +then it is continuous at a set of points which is everywhere dense on +$\interval{a}{b}$. +\end{theorem} +%-----File: 199.png---Folio 187------ + +\begin{proof} +If the theorem fails to hold, then there exists an interval +$\interval{a}{b}$ on which the function is discontinuous at every +point. By Theorem~\hyperlink{thm131}{131} an integrable function is discontinuous at most +on a numerably infinite set of sets each of content zero, and by +Theorem~\hyperlink{thm130}{130} such sets of sets fail to contain every point of any +interval. +\end{proof} + +\begin{theorem}[133]\hypertarget{thm133}{} +If +\[ + \int_a^X f(x)dx=0 +\] +for every $X$ of $\interval{a}{b}$, then $f(x) =0$ on a set of points +everywhere dense on $\interval{a}{b}$, and for every $\sigma>0$ the +points where $|f(x)|>\sigma$ form a set of content zero. +\end{theorem} + +\begin{proof} +At every point $X$ where $f(x)$ is continuous, according to the +corollary of Theorem~\hyperlink{thm119}{119}, +\[ + \frac{d}{dX}\int_a^X f(x)dx = f(X) = 0, +\] +since $\displaystyle\int_a^X f(x)dx$ is a constant. The points of +continuity of $f(x)$ are everywhere dense, according to +Theorem~\hyperlink{thm132}{132}. Hence the zero points of $f(x)$ are everywhere dense. At +a point of discontinuity the oscillation of $f(x)$ is greater than or +equal to $|f(x)|$. Hence the points where $|f(x)|>\sigma$ form a set +of content zero. +\end{proof} + +\begin{theorem}[134]\hypertarget{thm134}{} +If +\[ + \int_a^X f(x)dx = \int_a^X \phi(x)dx +\] +for every $X$ of $\interval{a}{b}$, then $f(x) = \phi(x)$ on a set of +points everywhere dense on $\interval{a}{b}$, and for every $\sigma>0$ +the points where $|f(x)-\phi(x)|>\sigma$ forms a set of content zero. +\end{theorem} + +\begin{proof} +Apply the theorem above to $f(x)-\phi(x)$. +\end{proof} + +\begin{theorem}[135]\hypertarget{thm135}{} +If $f(x)$ is integrable from $a$ to $b$, then $|f(x)|$ is integrable +from $a$ to $b$.\footnote{% + The converse theorem is not true; cf.~example given on page~\pageref{egp192}.} +\end{theorem} +%-----File: 200.png---Folio 188------ + +\begin{proof} +Since +\[ +\text{\correction{$0$}{$O$}}\leqq O_{\pi}\left|f(x)\right|\leqq O_{\pi}f(x), +\] +it follows that $\underline{B}\ O_{\pi}f(x)=0$ implies $\underline{B}\ +O_{\pi}|f(x)|=0$, and hence the integrability of $f(x)$ implies the +integrability of $|f(x)|$. +\end{proof} + +\begin{theorem}[136]\hypertarget{thm136}{} +If $f(x)$ and $\phi(x)$ are both integrable on an interval +$\interval{a}{b}$, then +\hypertarget{fn1}{\[ + f(x)\cdot \phi(x) \tag{1} +\]} +is integrable on $\interval{a}{b}$; and, provided there is a constant +$m>0$ such that $|\phi(x)|-m>0$ for $x$ on $\interval{a}{b}$, then +\hypertarget{fn2}{\[ + f(x) \div \phi(x) \tag{2} +\]} +is integrable on $\interval{a}{b}$. +\end{theorem} + +\begin{proof} +Since $f(x)$ and $\phi(x)$ are both integrable on $\interval{a}{b}$, +it follows that for every pair of positive numbers $\sigma$ and +$\lambda$ there is a partition $\pi_1$ for $f(x)$ and a partition +$\pi_2$ for $\phi(x)$ such that the sums of the lengths of the +intervals on which the oscillations of $f(x)$ and $\phi(x)$ +respectively are greater than $\sigma$ are less than $\lambda$. Let +$\pi$ be the partition consisting of the points of both $\pi_1$ and +$\pi_2$. Then the sum of the intervals of $\pi$ on which the +oscillation of either $f(x)$ or $\phi(x)$ is greater than $\sigma$ is +less than $2\lambda$. Let $M$ be the greater of $\overline{B}|f(x)|$ +and $\overline{B}|\phi(x)|$ on $\interval{a}{b}$. Then on any +interval of $\pi$ on which the oscillations of $f(x)$ and $\phi(x)$ +are both less than $\sigma$ the oscillation of $f(x)\cdot \phi(x)$ is +less than $\sigma M$. Hence the sum of the intervals on which the +oscillation of $f(x)\cdot \phi(x)$ is greater than $\sigma M$ is less +than $2\lambda$. Since $\sigma$ and $\lambda$ may be chosen so that +$2\lambda$ and $\sigma M$ shall be any pair of preassigned numbers, it +follows by Theorem~\hyperlink{thm127}{127} that $f(x)\cdot \phi(x)$ is integrable on +$\interval{a}{b}$. + +In view of the argument above it is sufficient for the second +%-----File: 201.png---Folio 189------ +theorem to prove that $\dfrac{1}{\phi(x)}$ is integrable on +$\interval{a}{b}$ if $\phi(x)$ is integrable and +$|\phi(x)|>m$. Consider a partition $\pi$ such that the sum of the +intervals on which the oscillation of $\phi(x)$ is greater than +$\sigma$ is less than $\lambda$. Since +\[ + \left| \frac{1}{ \phi(x_1) } + -\frac{1}{ \phi(x_2) } \right| += \frac{\left| \phi(x_1)-\phi(x_2) \right|} + {\left| \phi(x_1) \right|\cdot \left| \phi(x_2) \right|}, +\] +it follows that $\pi$ is such that the sum of the intervals on which +the oscillation of $\dfrac{1}{\phi(x)}$ is greater than +$\dfrac{\sigma}{m^2}$ is less than $\lambda$, and $\dfrac{1}{\phi(x)}$ +is integrable according to Theorem~\hyperlink{thm127}{127}. +\end{proof} + +A second proof may be made by comparing the integral +oscillations of $f(x)$ and $\phi(x)$ with those of the functions \hyperlink{fn1}{(1)} and +\hyperlink{fn2}{(2)} and applying Theorem~\hyperlink{thm125}{125}.\footnote{% + Cf.\ \textsc{Pierpont}, Vol.~I, pp.~346, 347, 348.} + +\begin{theorem}[137]\hypertarget{thm137}{} +If $f(x)$ is an integrable function on an interval $\interval{a}{b}$, +and if $\phi(y)$ is a continuous function on an interval +$\interval{\underline{B}f}{\overline{B}f}$, where $\underline{B}f$ and +$\overline{B}f$ are the lower and upper bounds respectively of $f(x)$ +on $\interval{a}{b}$, then $\phi\{f(x)\}$ is an integrable function of +$x$ on the interval $\interval{a}{b}$.\footnote{% + This theorem is due to \textsc{Du Bois Reymond}. It cannot be + modified so as to read ``an integrable function of an integrable + function is integrable.'' Cf.\ \textsc{E.~H. Moore}, \textit{Annals + of Mathematics}, new series, Vol.~2, 1901, p.~153.} +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm48}{48} there exists for every $\sigma>0$ a $\delta_{\sigma}$ +such that for $|y_1-y_2|<\delta_{\sigma}$, +\hypertarget{eq1p189}{\[ + \left|\phi(y_1)-\phi(y_2)\right|<\sigma. \tag{1} +\]} + +Since $f(x)$ is integrable on $\interval{a}{b}$ it follows by +Theorem~\hyperlink{thm127}{127} that for every positive number $\lambda$ there is a +partition $\pi$ such +%-----File: 202.png---Folio 190------ +that the sum of the intervals on which the oscillation of $f(x)$ is +greater than $\delta_{\sigma}$ is less than $\lambda$. But by \hyperlink{eq1p189}{(1)} this +means that the sum of the intervals on which the oscillation of +$\phi\{f(x)\}$ is greater than $\sigma$ is less than $\lambda$. This, +by Theorem~\hyperlink{thm127}{127}, proves that $\phi\left\{f(x)\right\}$ is integrable. +\end{proof} +%-----File: 203.png---Folio 191------ + + + +\chapter{IMPROPER DEFINITE INTEGRALS.}\hypertarget{chapIX}{}%[IX] +\index{Improper definite integral} +\section{The Improper Definite Integral on a Finite Interval.}\hypertarget{chIXsec1}{}%[1] + +\label{p191}If $f(x)$ is infinite at one or more points of the interval +$\interval{a}{b}$, then, whatever may be the other properties of the +function, the definite integral of $f(x)$ defined in Chapter~\hyperlink{chapVIII}{VIII} +cannot exist on the interval $\interval{a}{b}$. + +\begin{definition}\label{dp192} +If $\displaystyle \int_x^bf(x)dx$ exists for every $x$, $a<x<b$, and +if\footnote{% + We will understand throughout this chapter that in the expression + \[ + \mathop{L}_{x\doteq a}\int_x^bf(x)dx + \] + $x$ approaches $a$ on the interval $\interval{a}{b}$. } +\[ + \mathop{L}_{x\doteq a}\int_x^bf(x)dx +\] +exists and is finite, $f(x)$ being unbounded on every neighborhood of +$x=a$, then this limit is the \textit{improper definite integral} on +the interval $\interval{a}{b}$. If $f(x)$ is unbounded in every +neighborhood of $x=a$, and also in every neighborhood of $x=b$, but +bounded on some neighborhood of every other point of the interval +$\interval{a}{b}$, we consider two intervals $\interval{a}{c}$ and +$\interval{c}{b}$ where $c$ is any point $a<c<b$. If the improper +definite integral exists on $\interval{a}{c}$ and also on +$\interval{c}{b}$, then the sum of these integrals is the improper +definite integral on $\interval{a}{b}$. +\end{definition} +%-----File: 204.png---Folio 192------ + +This definition can obviously be extended to the case where the +function is unbounded in the neighborhood of a finite number of +points. Such points are then considered as partition points, dividing +the interval $\interval{a}{b}$ into a set of subintervals. If the +improper definite integral exists on each of these intervals, their +sum is the improper definite integral on $\interval{a}{b}$. + +\begin{theorem}[138]\hypertarget{thm138}{} +If $\displaystyle \int_x^bf(x)dx$ exists for every $x$, $a<x<b$, then +a necessary and sufficient condition that +\[ + \mathop{L}_{x\doteq a}\int_x^bf(x)dx +\] +shall exist and be finite is that for every $\varepsilon$ there exists +a ${V_{\varepsilon}}^*(a)$ such that for every two values of $x$, +$x_1$ and $x_2$, on the interval $\interval{a}{b}$ and on +${V_{\varepsilon}}^*(a)$ +\[ + \left|\int_{x_1}^{x_2}f(x)dx\right|<\varepsilon. +\] +\end{theorem} + +\begin{proof} +This theorem is a special case of Theorem~\hyperlink{thm27}{27}, since, +by Theorem~\hyperlink{thm110}{110}, +\[ + \int_{x_1}^{x_2}f(x)dx=\int_{x_1}^bf(x)dx-\int_{x_2}^bf(x)dx.\qedhere +\] +\end{proof} + +\begin{theorem}[139]\hypertarget{thm139}{} +If $\displaystyle \int_x^bf(x)dx$ exists for every $x$, $a<x<b$, and +if +\[ + \mathop{L}_{x\doteq a}\int_x^b\left|f(x)\right|dx +\] +is finite, then +\[ + \mathop{L}_{x\doteq a}\int_x^bf(x)dx +\] +exists and is finite.\footnote{% + \label{egp192}The first part of the hypothesis in this theorem is not + redundant, as is shown by the following example. Let + $f(x)=x^{-\frac12}$ for positive rational values of $x$ and + $f(x)=-x^{-\frac12}$ for positive irrational values of $x$. In + this case $\displaystyle \mathop{L}_{x\doteq 0}\int_x^b|f(x)|dx$ + exists and is finite, while $\displaystyle \int_x^bf(x)dx$ does + not exist for any value of $x$ on the interval $a~b$, and + consequently $\displaystyle \mathop{L}_{x\doteq a}\int_x^bf(x)dx$ + has no meaning since the limitand does not exist.} +\end{theorem} +%-----File: 205.png---Folio 193------ + +\begin{proof} +By the necessary condition of Theorem~\hyperlink{thm138}{138} there is a +${V_{\varepsilon}}^*(a)$ corresponding to any preassigned +$\varepsilon$ such that for any two values of $x$, $x_1$ and $x_2$, +which lie on the segment $\interval{a}{b}$ and on +${V_{\varepsilon}}^*(a)$ +\[ + \left|\int_{x_1}^{x_2}\left|f(x)\right|dx\right|<\varepsilon. +\] +But, by Theorem~\hyperlink{thm107}{107}, +\[ + \left| \int_{x_1}^{x_2}\left|f(x)\right|dx \right|\geqq + \left| \int_{x_1}^{x_2} f(x) dx \right|, +\] +since, by the hypothesis and Theorem~\hyperlink{thm105}{105}, $\displaystyle +\int_{x_1}^{x_2}f(x)dx$ exists. Hence, by the sufficient condition of +Theorem~\hyperlink{thm138}{138}, +\[ + \mathop{L}_{x\doteq a}\int_x^bf(x)dx +\] +exists and is finite. +\end{proof} + +\begin{theorem}[140]\hypertarget{thm140}{} +If $\displaystyle \int_x^bf(x)dx$ exists for every $x$ on the segment +$\overline{a\ b}$, and if $(x-a)^kf(x)$ is bounded on $V^*(a)$ for +some value of $k$, $0<k<1$, then +\[ + \mathop{L}_{x\doteq a}\int_x^bf(x)dx +\] +exists and is finite. +\end{theorem} + +\begin{proof} +By hypothesis $ (x-a)^k|f(x)|\leqq M$, i.e., +\[ + |f(x)|\leqq \frac{M}{(x-a)^k}, +\] +%-----File: 206.png---Folio 194------ +where $M$ may be taken greater than one. The proof of the theorem +consists in showing that for every $\varepsilon$ there exists a +$\delta_{\varepsilon}$ +such that if $0<x_1-a<\delta_{\varepsilon}$, +$0<x_2-a<\delta_{\varepsilon}$, $x_1<x_2$, then +\[ + \left| \int_{x_1}^{x_2}f(x)dx\right|<\varepsilon. +\] + +By Theorems \hyperlink{thm105}{105} and \hyperlink{thm113}{113}, +\begin{multline*} + \left| \int_{x_1}^{x_2}f(x)dx\right| \qqle +\int_{x_1}^{x_2}\left|f(x)\right|dx \qqle +\int_{x_1}^{x_2}\frac{M}{(x-a)^k}dx\\ +=\frac{M}{1-k}\left\{(x_2-a)^{1-k}-(x_1-a)^{1-k}\right\}. +\end{multline*} +That the last term of this series of inequalities is infinitesimal, +the reader may verify by choosing +\[ + \delta_{\varepsilon} += \left(\frac{\varepsilon(1-k)}{M}\right)^{\frac{1}{1-k}}.\qedhere +\] +\end{proof} + +This theorem may also be proved as a corollary of Theorem~\hyperlink{thm143}{143}. + +\begin{corollary} +If $f(x)$ is integrable on $\interval{x}{b}$ for every $x$ of +$\interval{a}{b}$, and is of the same or lower order than +$\dfrac{1}{(x-a)^k}$ for some value of $k$, $0<k<1$, then +\[ + \mathop{L}_{\text{\correction{$x\doteq a$}{$x=a$}}}\int_x^bf(x)dx +\] +exists and is finite. +\end{corollary} + +\begin{theorem}[141]\hypertarget{thm141}{} +If for any positive number $m$ and for any $k\geqq 1$ there exists a +$V^*(a)$ on which $f(x)$ does not change sign, and on which +$(x-a)^kf(x)>m$ for every $x$, then +\[ + \mathop{L}_{x\doteq a}\int_x^bf(x)dx +\] +cannot exist and be finite. +\end{theorem} +%-----File: 207.png---Folio 195------ + +\begin{proof}(1) In case +\[ + \int_x^b f(x)dx +\] +fails to exist for some value of $x$ between $a$ and $b$, +\[ + \mathop{L}_{x \doteq a} \int_x^b f(x) dx +\] +fails to exist because the limitand function does not exist. + +(2) If +\[ + \int_x^b f(x)dx +\] +exists for every value of $x$ between $a$ and $b$, we proceed as +follows: Let $\delta<1$ be the length of a $V^*(a)$ on which $f(x)$ +does not change sign, and on which $(x-a)^kf(x)>m$, and let $x_2$ be +the extremity of this neighborhood, which is greater than $a$. Then +$|f(x)|>\dfrac{m}{(x-a)^k}>\dfrac{m}{(x_2-a)^k}$ for every $x$ on this +neighborhood. Take $x_1$ so that $(x_2-a)^k=2(x_2-x_1)$. +Then +\[ + \left|\int_{x_1}^{x_2}f(x)dx\right| > + \frac{m}{(x_2-a)^k} (x_2-x_1) = \tfrac{1}{2}m. +\] +Hence, by the necessary condition of Theorem~\hyperlink{thm138}{138}, +\[ + \mathop{L}_{x\doteq a} \int_x^b f(x) dx +\] +cannot exist and be finite. +\end{proof} + +\begin{theorem}[142]\hypertarget{thm142}{} +If +\[ + \mathop{L}_{x\doteq a}\int_x^b f(x)dx +\] +exists and is finite and if $f(x)$ approaches infinity monotonically +as $x\doteq a$ on some $V^*(a)$, then +\[ + \mathop{L}_{x\doteq a} (x-a) \cdot f(x) = 0, +\] +%-----File: 208.png---Folio 196------ +or in other words $f(x)$ has an infinity of order lower than +$\dfrac{1}{x-a}$.\footnote{% + $\displaystyle\mathop{L}_{x\doteq a} (x-a)\cdot f(x) =0$ is not a + sufficient condition for the existence of + \[ + \mathop{L}_{x\doteq a} \int_x^b f(x)dx, + \] + as is shown by the following example. Consider a set of points + $x_1$, $x_2$, $x_3,\ldots$, $x_n,\ldots$ such that $x_n-a = + 2(x_{n+1}-a)$, $x_1-a$ being unity. + Define $f(x_1)=1$, $f(x_2)=\frac43$, $f(x_3)=2,\ldots$, + $f(x_n)=\dfrac{2^n}{n+1},\ldots$. Let the function be linear from + $f(x_1)$ to $f(x_2)$, from $f(x_2)$ to $f(x_3)$, etc. Then + \[ + \left| \int_{x_1}^{x_2} f(x)dx\right| > \tfrac{1}{2}, \qquad + \left| \int_{x_2}^{x_3} f(x)dx\right| > \tfrac{1}{3}, + \text{ etc.} + \] + Since these integrals are all of the same sign, their sum for any + given number of terms is greater than the sum of the corresponding + number of terms in the harmonic series. Also $(x_n-a) \cdot f(x_n) = + \dfrac{2}{n+1}$, whence $\displaystyle\mathop{L}_{x\doteq a} (x-a)\cdot f(x)=0$. + } %end footnote +\end{theorem} + +\begin{proof} +By means of Theorem~\hyperlink{thm138}{138} it follows from the hypothesis that for every +$\varepsilon$ there exists a ${V_\varepsilon}^*(a)$ within $V^*(a)$ +such that for every $x_1$ and $x_2$ on $\interval{a}{b}$, and also on +${V_\varepsilon}^*(a)$, +\[ + \left| \int_{x_1}^{x_2} f(x)dx \right| < \varepsilon. +\] +Let $x_2$ be any point of such a neighborhood and let $x_1$ be so +chosen that +\[ + x_1-a=x_2-x_1. +\] +Since $x_1$ and $x_2$ are on $V^*(a)$, +\[ + f(x_1) > f(x_2). +\] +It follows from Theorem~\hyperlink{thm116}{116} that +\[ + \left| \int_{x_1}^{x_2} f(x)dx \right| > |f(x_2)| \cdot (x_2-x_1). +\] +But +\[ + f(x_2) \cdot (x_2-x_1) = \tfrac{1}{2} f(x_2) \cdot (x_2-a). +\] +%-----File: 209.png---Folio 197------ +Hence for $x=x_2$, +\[ + |f(x)| \cdot (x-a) < 2 \varepsilon. +\] +Since $\varepsilon$ is arbitrary, and since $x_2$ is any point in +$V^*(a)$, it follows that +\[ + \mathop{L}_{x\doteq a} f(x)\cdot(x-a)=0.\qedhere +\] +\end{proof} + +\begin{corollary} +If +\[ + \int_x^b f(x)dx +\] +exists for every $x$ between $a$ and $b$, and +\[ + \mathop{L}_{x\doteq a} \int_x^b f(x)dx +\] +exists and is finite, and if $f(x)$ is entirely positive or entirely +negative, then zero is a value approached by $(x-a)\cdot f(x)$ as $x$ +approaches $a$. +\end{corollary} + +\begin{proof} +Consider the case when the function is entirely positive. Suppose zero +is not a value approached. Then there exists a pair of positive +numbers $\varepsilon$ and $\delta$ such that for every $x$, +$x-a<\delta$, +\[ + (x-a) \cdot f(x)>\varepsilon. +\] +On the interval, $\interval{a}{a+\delta}$, consider the function +\[ + \frac{\varepsilon}{x-a}. +\] +Since +\[ + \int_x^b \frac{\varepsilon}{x-a}dx +\] +is a non-oscillating function of $x$, it follows from Theorem~\hyperlink{thm25}{25} that +\[ + \mathop{L}_{x\doteq a} \int_x^b \frac{\varepsilon}{x-a}dx +\] +exists, and by Theorem~\hyperlink{thm142}{142} this limit must be infinite. +%-----File: 210.png---Folio 198------ +Since +\[ + |f(x)|> \frac{\varepsilon}{x-a} +\] +on the neighborhood under consideration, it follows from Theorem~\hyperlink{thm107}{107} +and Corollary~\hyperlink{cor2p82}{2}; Theorem~\hyperlink{thm40}{40}, that +\[ + \mathop{L}_{x\doteq a} \int_x^b f(x)dx +\] +exists and is infinite, which is contrary to the hypothesis. +\end{proof} +\begin{theorem}[143\footnotemark]\hypertarget{thm143}{}\footnotetext{% + This is what Professor \textsc{Moore} in his lectures calls the + relative convergence theorem. Theorems~143, 144, 151, 152 in this + form are due to him.} +If +\begin{enumerate} +\item[\textnormal{(1)}] $f_1(x)$ and $f_2(x)$ are of the same rank of infinity at +$x = a$, or if $f_1(x)$ is of lower order than $f_2(x)$, + +\item[\textnormal{(2)}] $\displaystyle\int_x^b f_1(x)dx$ and $\displaystyle\int_x^b +f_2(x)dx$ both exist for every $x$ on the segment $\overline{a\ b}$, + +\item[\textnormal{(3)}] There is a neighborhood of $x = a$ on which $f_2(x)$ does +not change sign, +\item[\textnormal{(4)}] $\displaystyle{\mathop{L}_{x\doteq a} \int_a^b} f_2(x)dx$ +is finite,\footnote{% + We notice that since under the hypothesis $f_2(x)$ does not change + sign, + \[ + L \int_x^b f_2(x)dx + \] + cannot fail to exist either finite or infinite, for it follows from + this hypothesis that $\displaystyle\int_x^b f_2(x)dx$ is a + non-oscillating function of $x$ and therefore, by Theorem~\hyperlink{thm25}{25} that + the limit exists.} +\end{enumerate} +then it follows that $\displaystyle{\mathop{L}_{x\doteq a} \int_x^b} +f_1(x)dx$ exists and is finite. +\end{theorem} +%-----File: 211.png---Folio 199------ + +\begin{proof} +Since from the hypothesis +\[ + \mathop{L}_{x\doteq a} \int_x^b f_2(x)dx +\] +exists and is finite, we have by Theorem~\hyperlink{thm138}{138} that for every +$\varepsilon$ there exists a $V_\varepsilon^*(a)$ such that for every +$x_1$ and $x_2$ on segment $\overline{a\ b}$ and on +$V_\varepsilon^*(a)$ +\[ + \left|\int_{x_1}^{x_2} f_2(x)dx \right|< \varepsilon. +\] +Consider $x_1$ and $x_2$ on a neighborhood of $x = a$ for which +$\left|\dfrac{f_1(x)}{f_2(x)} \right|< M$ and for which $f_2(x)$ does +not change sign. Then, by Theorem~\hyperlink{thm113}{113}, +\[ + \left|\int_{x_1}^{x_2} f_1(x)dx \right| +< M \cdot \left|\int_{x_1}^{x_2} f_2(x)dx \right| +< M \cdot \varepsilon. +\] +Since $M \cdot \varepsilon$ can be made small at will by making +$\varepsilon$ small, it follows by Theorem~\hyperlink{thm138}{138} that +\[ + \mathop{L}_{x\doteq a} \int_x^b f_1(x)dx +\] +exists and is finite. +\end{proof} + +An important special case of this theorem is when $f_1(x)$ is of the +same or lower order of infinity than $f_2(x)$, i.e., +$\displaystyle{\mathop{L}_{x\doteq a}} \dfrac{f_1(x)}{f_2(x)} = K$, a +constant not zero. + +The reader should verify for himself that Theorem~\hyperlink{thm140}{140} is a corollary +of Theorem~\hyperlink{thm143}{143}. The other previous tests for the existence of the +improper definite integral can all be reduced to special cases of +Theorem~\hyperlink{thm143}{143}. Cf., for example, the logarithmic test on page~410 of +\textsc{Pierpont}. + +\begin{theorem}[144]\hypertarget{thm144}{} +If +\begin{enumerate} +\item[\textnormal{(1)}] $f_1(x)$ and $f_2(x)$ are of the same rank of infinity at +$x = a$, or if $f_1(x)$ is of higher order than $f_2(x)$, +\item[\textnormal{(2)}] $\displaystyle\int_x^b f_1(x)dx$ and $\displaystyle\int_x^b +f_2(x)dx$ both exist for every $x$ on the segment $\interval{a}{b}$, +%-----File: 212.png---Folio 200------ +\item[\textnormal{(3)}] There is a neighborhood of $x=a$ on which $f_1(x)$ does not +change sign, +\item[\textnormal{(4)}] $\displaystyle \mathop{L}_{x\doteq a}\int_x^bf_2(x)dx$ is +infinite (see note under Theorem~\hyperlink{thm143}{143}), +\end{enumerate} +then $\displaystyle \mathop{L}_{x\doteq a}\int_x^bf_1(x)dx$ exists and is infinite or fails to exist.\footnote{% + This is what Professor \textsc{Moore} calls the relative divergence + theorem.} +\end{theorem} + +\begin{proof} +This is a direct consequence of Theorem~\hyperlink{thm143}{143}, since if +\[ + \mathop{L}_{x\doteq a}\int_x^bf_1(x)dx, +\] +which exists by the foot-note of Theorem~\hyperlink{thm143}{143}, were finite, then +\[ + \mathop{L}_{x\doteq a}\int_x^bf_2(x)dx +\] +would exist and be finite. +\end{proof} + +\begin{theorem}[145]\hypertarget{thm145}{} +If for a function $f_1(x)$ which does not change sign in the +neighborhood of $x=a$ there exists a monotonic function $f_2(x)$ +infinite of the same rank as $f_1(x)$ as $x$ approaches $a$, +$\displaystyle \int_x^bf_1(x)dx$ and $\displaystyle \int_x^bf_2(x)dx$ +both existing for every $x$ on the segment $\overline{a\ b}$, then a +necessary condition that $\displaystyle \mathop{L}_{x\doteq +a}\int_x^bf_1(x)dx$ shall exist and be finite is that +\[ + \mathop{L}_{x\doteq a}(x-a)\cdot f_1(x)=0. +\] +\end{theorem} + +\begin{proof} +By hypothesis +\[ + \mathop{L}_{x\doteq a}\int_x^bf_1(x)dx +\] +%-----File: 213.png---Folio 201------ +exists and is finite. Hence, by Theorem~\hyperlink{thm143}{143}, +\[ + \mathop{L}_{x\doteq a}\int_x^bf_2(x)dx +\] +exists and is finite. Therefore, by Theorem~\hyperlink{thm142}{142}, +\[ + \mathop{L}_{x\doteq a}(x-a)\cdot f_2(x)=0. +\] +Since $ \left|\dfrac{f_1(x)}{f_2(x)}\right|$ is bounded as $x$ +approaches $a$, i.e., $|f_1(x)|<M\cdot|f_2(x)|$, we have +\[ + (x-a)\cdot|f_1(x)|<M\cdot (x-a)\cdot|f_2(x)|. +\] +But +\[ + \mathop{L}_{x\doteq a} M \cdot (x-a)\cdot|f_2(x)|=0. +\] +Therefore, by Corollary~\hyperlink{cor4p82}{4}, Theorem~\hyperlink{thm40}{40}, +\[ + \mathop{L}_{x\doteq a}(x-a)\cdot|f_1(x)|=0, +\] +or by Corollary~\hyperlink{cor2th27}{2}, Theorem~\hyperlink{thm27}{27}, +\[ + \mathop{L}_{x\doteq a}(x-a)\cdot f_1(x)=0.\qedhere +\] +\end{proof} + +\section{The Definite Integral on an Infinite Interval.}\hypertarget{chIXsec2}{}%[2] + +The integral over an infinite interval, viz., +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf(x)dx, +\] +has properties analogous to those of the improper definite integral on +a finite interval discussed in the preceding section, and is likewise +called an improper definite integral. + +The following theorems correspond to Theorems \hyperlink{thm138}{138} to \hyperlink{thm145}{145}. +%-----File: 214.png---Folio 202------ + +\begin{theorem}[146]\hypertarget{thm146}{} +If +\[ + \int_a^xf(x)dx +\] +exists for every $x$, $a<x$, then a necessary and sufficient condition +that +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf(x)dx +\] +exists and is finite, is that for every $\varepsilon$ there exists a +$D_{\varepsilon}$, such that for every two values of $x$, $x_1$ and +$x_2$, each greater than $D_{\varepsilon}$, +\[ + \left|\int_{x_1}^{x_2}f(x)dx\right|<\varepsilon\text{\correction{.}{}} +\] +\end{theorem} + +\begin{proof} +The theorem is a direct consequence of Theorems \hyperlink{thm105}{105} and \hyperlink{thm27}{27}. +\end{proof} + +\begin{theorem}[147]\hypertarget{thm147}{} +If +\[ + \int_a^xf(x)dx +\] +exists for every $x$ greater than $a$, and if +\[ + \mathop{L}_{x\doteq \infty}\int_a^x|f(x)|dx +\] +is finite,\footnote{% + Note on page~\pageref{egp192} shows that this hypothesis is not redundant.} +then +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf(x)dx +\] +exists and is finite. +\end{theorem} + +\begin{proof} +The proof is like that of Theorem~\hyperlink{thm139}{139}. +\end{proof} + +\begin{theorem}[148]\hypertarget{thm148}{} +If +\[ + \int_a^xf(x)dx +\] +exists for every $x$ greater than $a$, and if $(x-a)^k\cdot f(x)$ is +bounded as $x$ approaches infinity for some $k$, $k>1$, then +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf(x)dx +\] +exists and is finite. +\end{theorem} +%-----File: 215.png---Folio 203------ + +\begin{proof} +If in the proof of Theorem~\hyperlink{thm140}{140} we write $D_{\varepsilon}^{1-k}= +\dfrac{\varepsilon (1-k)}{M}$ instead of $\delta_{\varepsilon}^{1-k}=\dfrac{\varepsilon (1-k)}{M}$, and use +Theorem~\hyperlink{thm146}{146} instead of 138, the proof of Theorem~\hyperlink{thm140}{140} will apply to +Theorem~\hyperlink{thm148}{148}. +\end{proof} + +\begin{theorem}[149]\hypertarget{thm149}{} +If $f(x)$ does not change sign for $x$ greater than +some fixed number $D$, and if for some positive number $m$ and +some number $ k\leqq 1$\correction{,}{} $\left|(x-a)^k\cdot f(x)\right|>m$ for every $x$ greater than $D$, +then +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf(x)dx +\] +cannot exist and be finite. +\end{theorem} + +\begin{proof} +By making suitable changes in the proof of Theorem~\hyperlink{thm141}{141} so as to make +$x_1$ and $x_2$ approach infinity instead of $a$, that proof applies +to this theorem. +\end{proof} + +\begin{theorem}[150]\hypertarget{thm150}{} +If +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf(x)dx +\] +exists and is finite, and if $f(x)$ is monotonic for all values of $x$ +greater than some fixed number, then +\[ + \mathop{L}_{x\doteq \infty}(x-a)\cdot f(x)=0. +\] +\end{theorem} + +\begin{proof} +By making slight modifications of the proof of Theorem~\hyperlink{thm142}{142}, that proof +applies to this theorem. +\end{proof} + +\begin{corollary} +If +\[ + \int_a^xf(x)dx +\] +exists for every $x$ greater than $a$, and +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf(x)dx +\] +exists and is finite, and if $f(x)$ does not change sign for $x$ +greater +%-----File: 216.png---Folio 204------ +than some fixed number, then zero is a value approached by $(x-a)f(x)$ +as $x$ approaches $\infty$. +\end{corollary} +The proof is similar to that of the corollary of Theorem~\hyperlink{thm142}{142}. + + +\begin{theorem}[151]\hypertarget{thm151}{} +If +\begin{enumerate} +\item[\textnormal{(1)}] $f_1(x)$ and $f_2(x)$ are infinitesimals of the same rank +as $x$ approaches $\infty$, or if $f_1(x)$ is of higher order than +$f_2(x)$, + +\item[\textnormal{(2)}] $\displaystyle \int_a^xf_1(x)dx$ and $\displaystyle +\int_a^xf_2(x)dx$ both exist for every $x$, $a<x$, + +\item[\textnormal{(3)}] $f_2(x)$ does not change sign for $x$ greater than some +fixed number, + +\item[\textnormal{(4)}] $\displaystyle \mathop{L}_{x\doteq \infty}\int_a^xf_2(x)dx$ +is finite, +\end{enumerate} +then it follows that +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf_1(x)dx +\] +exists and is finite.\footnote{% + See note under Theorem~\hyperlink{thm143}{143}.} +\end{theorem} + +\begin{proof} +The proof is analogous to that of Theorem~\hyperlink{thm143}{143}. +\end{proof} + +\begin{theorem}[152]\hypertarget{thm152}{} +If +\begin{enumerate} +\item[\textnormal{(1)}] $f_1(x)$ and $f_2(x)$ are infinitesimals of the same rank +as $x$ approaches infinity, or if $f_1(x)$ is of lower order than +$f_2(x)$, + +\item[\textnormal{(2)}] $\displaystyle \int_a^xf_1(x)dx$ and $\displaystyle +\int_a^xf_2(x)dx$ both exist for every $x$, $a<x$, + +\item[\textnormal{(3)}] $f_1(x)$ does not change sign for $x$ greater than some +fixed number, + +\item[\textnormal{(4)}] $\displaystyle \mathop{L}_{x\doteq \infty}\int_a^xf_2(x)dx$ +is infinite, +\end{enumerate} +then +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf_1(x)dx +\] +exists and is infinite or fails to exist. +\end{theorem} + +Proof like that of Theorem~\hyperlink{thm144}{144}. + +\begin{theorem}[153]\hypertarget{thm153}{} +If for a function $f_1(x)$ which does not change sign in the +neighborhood of $x=\infty$ there exists a monotonic function $f_2(x)$ +such that $f_1(x)$ and $f_2(x)$ are infinitesimals of the same +%-----File: 217.png---Folio 205------ +rank as $x$ approaches infinity, $\displaystyle \int_a^xf_1(x)dx$ and +$\displaystyle \int_a^xf_2(x)dx$ both existing for every $x>a$, then a +necessary condition that +\[ + \mathop{L}_{x\doteq \infty}\int_a^xf_1(x)dx +\] +shall exist and be finite is that +\[ + \mathop{L}_{x\doteq \infty}(x-a)\cdot f_1(x)=0. +\] +\end{theorem} + +The proof is like that of Theorem~\hyperlink{thm145}{145}. + +\section{Properties of the Simple Improper Definite Integral.}\hypertarget{chIXsec3}{}%[3] +\index{Improper definite integral!simple}\index{Simple improper definite integral} +The following definition of the simple improper definite integral is +equivalent in substance to that given on page~\pageref{dp192}, and in +form is partly the definition of the general improper definite +integral given on page~\pageref{s3p210}. + +The \label{dp205}definite integral of a function is said to \index{Proper existence of the definite integral at a point}\index{Integral!existing properly at a point}\textit{exist properly +at a point} $x_1$ or in the neighborhood of this point, on the +interval $\interval{a}{b}$ if there exists an interval on +$\interval{a_1}{b_1}$ containing $x_1$ as an interior point (or as an +end point in case $x_1=a$ or $x_1=b$) such that the proper definite +integral of $f(x)$ exists on this interval. The integral is said to +\index{Improper existence of the definite integral}exist improperly at a point $x_1$ on the interval $\interval{a}{b}$ if +$f(x)$ has an infinite singularity at $x_1$ and there exists an +interval $\interval{a_1}{b_1}$ on $\interval{a}{b}$ containing $x_1$ +as an interior point (or end point in case $x_1=a$ or $x_1=b$) such +that the improper definite integral exists on each of the intervals +$\interval{a_1}{x_1}$ and $\interval{x_1}{b_1}$. + +If on an interval $\interval{a}{b}$ the definite integral exists +properly at every point except a finite number of points, and exists +improperly at each of these points, then the improper definite +integral is said to exist simply on the interval $\interval{a}{b}$, or +the simple improper definite integral is said to exist on +%-----File: 218.png---Folio 206------ +the interval $\interval{a}{b}$. Let $x_1$, $x_2, \ldots$, $x_n$ be the +points of $\interval{a}{b}$ at which the integral exists +improperly. The \emph{simple improper definite integral} on +$\interval{a}{b}$ is the sum of the improper definite integrals on the +intervals $\interval{a}{x_1}$, $\interval{x_1}{x_2}, \ldots$, +$\interval{x_{n-1}}{x_n}$, $\interval{x_n}{b}$. + +We denote the simple improper definite integral of $f(x)$ on +the interval $\interval{a}{b}$ by +\[ + \sideset{_S}{_a^b}\int f(x)dx. +\] +This symbol is used generically to include the proper as well as the +improper definite integral. + +\begin{theorem}[154]\hypertarget{thm154}{} +If $a<b<c$, and if two of the three simple improper definite integrals +\[ + \sideset{_S}{_a^b}\int f(x)dx, \quad + \sideset{_S}{_b^c}\int f(x)dx, \quad \text{and}\quad + \sideset{_S}{_a^c}\int f(x)dx +\] +exist, then the third exists and +\[ + \sideset{_S}{_a^b}\int f(x)dx ++ \sideset{_S}{_b^c}\int f(x)dx += \sideset{_S}{_a^c}\int f(x)dx. +\] +\end{theorem} + +\begin{proof} +If $b$ is a point at which the integral exists improperly, and if +\[ + \sideset{_S}{_a^b}\int f(x)dx \quad \text{and} \quad + \sideset{_S}{_b^c}\int f(x)dx +\] +both exist, then by the definition of +\[ + \sideset{_S}{_a^c}\int f(x)dx +\] +the latter exists and is equal to the sum of the two former. + +If one of the two integrals, say +\[ + \sideset{_S}{_a^b}\int f(x)dx, +\] +%-----File: 219.png---Folio 207------ +exists, and if +\[ + \sideset{_S}{_a^c}\int f(x) dx +\] +exists, then +\[ + \sideset{_S}{_b^c}\int f(x) dx +\] +exists since only in that case does +\[ + \sideset{_S}{_a^c}\int f(x) dx +\] +exist. The equation +\[ + \sideset{_S}{_a^b}\int f(x) dx ++ \sideset{_S}{_b^c}\int f(x) dx += \sideset{_S}{_a^c}\int f(x) dx +\] +likewise holds. + +If $b$ is a point at which the integral exists \textit{properly}, then +the theorem follows from the above argument and the definition on +page~\pageref{dp205}. +\end{proof} +\begin{theorem}[155]\hypertarget{thm155}{} +If +\[ + \sideset{_S}{_a^b}\int f(x) dx +\] +exists, then +\[ + \sideset{_S}{_b^a}\int f(x) dx +\] +exists and +\[ + \sideset{_S}{_a^b}\int f(x) dx +=-\sideset{_S}{_b^a}\int f(x) dx. +\] +\end{theorem} + +\begin{proof} +In case the integral exists improperly only at one point of the +interval, then the theorem is an immediate consequence of Theorem~\hyperlink{thm108}{108} +and Corollary~\hyperlink{cor1th27}{1}, Theorem~\hyperlink{thm27}{27}. (If $\displaystyle\mathop{L}_{x \doteq a} +f(x)=K$, then $\displaystyle\mathop{L}_{x \doteq a} \{-f(x)\} =-K$.) +The theorem in the general case follows directly from this case and +the definition of the simple improper definite integral. +\end{proof} + +\begin{theorem}[156]\hypertarget{thm156}{} +If $c$ is a constant and if the simple improper +%-----File: 220.png---Folio 208------ +definite integral of $f(x)$ exists on $\interval{a}{b}$, then the +simple improper definite integral of $\ c\cdot f(x)$ exists on +$\interval{a}{b}$ and +\[ +c \sideset{_S}{_a^b}\int f(x) dx += \sideset{_S}{_a^b}\int cf(x) dx. +\] +\end{theorem} + +\begin{proof} +The theorem is a direct consequence of Theorems \hyperlink{thm111}{111} and \hyperlink{thm34}{34}. +\end{proof} + +\begin{theorem}[157]\hypertarget{thm157}{} +If the simple improper definite integrals of $f_1(x)$ and $f_2(x)$ +both exist on $\interval{a}{b}$, then the simple improper definite +integral of $f_1(x) + f_2(x)$ and of $f_1(x)-f_2(x)$ both exist and +\[ + \sideset{_S}{_a^b}\int \{f_1(x) \pm f_2(x)\}dx += \sideset{_S}{_a^b}\int f_1(x) dx +\pm\sideset{_S}{_a^b}\int f_2(x) dx. +\] +\end{theorem} + +\begin{proof} +The theorem is a direct consequence of Theorems \hyperlink{thm112}{112} and \hyperlink{thm34}{34}. +\end{proof} + + +\begin{theorem}[158]\hypertarget{thm158}{} +If the simple improper definite integrals of $f_1(x)$ and $f_2(x)$ +both exist, and if $f_1(x) \geqq f_2(x)$, then +\[ + \sideset{_S}{_a^b}\int f_1(x) dx +\geqq \sideset{_S}{_a^b}\int f_2(x) dx. +\] +\end{theorem} + +\begin{proof} +The theorem is a direct consequence of Theorem~\hyperlink{thm113}{113} and Corollary~\hyperlink{cor2p82}{2}, +Theorem~\hyperlink{thm40}{40}. +\end{proof} + +\begin{theorem}[159]\hypertarget{thm159}{} +If +\[ + \sideset{_S}{_a^b}\int f(x) dx +\] +exists, then +\[ + \sideset{_S}{_a^x}\int f(x) dx +\] +is a continuous function of the limit of integration on the interval +$\interval{a}{b}$. +\end{theorem} + +\begin{proof} +If $x$ is a point at which the integral exists properly, the theorem +is the same as 118. If $x$ is a point at which +%-----File: 221.png---Folio 209------ +the integral exists improperly, then the theorem follows from Theorems +\hyperlink{thm138}{138} and \hyperlink{thm27}{27}. +\end{proof} + +\begin{theorem}[160]\hypertarget{thm160}{}\label{t160p209} +If +\[ + \sideset{_S}{_a^b}\int f(x) dx +\] +exists, it does not follow that +\[ + \sideset{_S}{_a^b}\int|f(x)|dx +\] +exists. +\end{theorem} + +\begin{proof} +Let +\[ + x_1,\ x_2,\ x_3, \ldots,\ x_n, \ldots +\] +be an infinite sequence of points on $\interval{0}{1}$ in the order +indicated from 1 towards 0 such that +\[ + \int_{x_n}^{x_{n-1}} \frac{dx}{x} = \frac1n. +\] +Consider a function $f(x)$ defined as follows: +\begin{align*} + &f(x) = \frac1x \quad\textrm{on}\quad \overline{x_1\ 1},\ + \overline{x_3\ x_2\vphantom{1}}, \text{ etc.}\\ + &f(x) =-\frac1x \quad\textrm{on}\quad \interval{x_2}{x_1},\ + \interval{x_4}{x_3}, \text{ etc.} +\end{align*} +Obviously +\[ + \mathop{L}_{x\doteq 0} \int_x^1 f(x) dx\footnotemark +\] +\footnotetext{% + That 0 is a limit point of the sequence of points is obvious since + in case this sequence has a limit point greater than zero the proper + definite integral of the function $\dfrac{1}{x}$ would fail to exist + on some interval $\interval{a}{b}$ where $0<a<b$, which is + impossible.} +exists and is finite since the series $\frac12-\frac13 + \frac14 +\ldots$ is convergent, while +\[ + \mathop{L}_{x\doteq 0} \int_x^1 |f(x)|dx +\] +is divergent since the harmonic series is divergent. +\end{proof} +%-----File: 222.png---Folio 210------ + +\section{A More General Improper Integral.}\hypertarget{chIXsec4}{}%[4] +\label{s3p210} +The problem of defining and studying the properties of the improper +integral when the set of points of singularity is infinite has been +treated by many writers.\footnote{% + \textsc{A.~Cauchy} and \textsc{B.~Riemann} studied the case of a + finite number of singularities in papers which are to be found in + these writers' collected works. The infinite case has been treated + by + + \textsc{A.~Harnack}, \textit{Mathematische Annalen}, Vols.~21 and 24 + (1883--84). + + \textsc{O.~H\"older}, \textit{Mathematische Annalen}, Vol.~24 + (1884). + + \textsc{C.~Jordan}, \textit{Cours d'Analyse}, Vol.~2 (1894, 2d ed.). + + \textsc{O.~Stolz}, \textit{Grundz\"uge der Differential- und + Integralrechnung}, Vol.~3. + + \textsc{A.~Schoenflies}, \textit{Jahresbericht der Deutschen + Mathematiker-Vereinigung}, Vol.~8 (1900). + + \textsc{Vall\'ee-Poussin}, \textit{Liouville's Journal}, Ser.~4, + Vol.~8 (1892). + + \textsc{E.~H.\ Moore}, \textit{Transactions of the American + Mathematical Society}, Vol.~2 (1901). + + \textsc{J.~Pierpont}, \textit{Theory of Functions of Real Variables} + (1906). } %endfootnote +In this section we give a +few properties of improper integrals as defined by \textsc{Harnack} +and \textsc{Moore}. + +Denote by $P_0$ any set of points of content zero on $\interval{a}{b}$, and by $P$ the set of all points of $\interval{a}{b}$ not points +of $P_0$. $P$ and $P_0$ are complementary \correction{subsets}{sub-sets} of $\interval{a}{b}$. Denote by $I$ any finite set of non-overlapping intervals of +$\interval{a}{b}$ which contain no point of the set $P_0$. The symbol +$m(I)$ stands for the sum of the lengths of the intervals of $I$. For +the sake of brevity $D$ will be used for $|a-b|$. + +The following conditions are assumed to be satisfied: +\begin{enumerate} +\item[(\textit{a})] The definite integral of $f(x)$ exists properly at +every point of $P$. The sum of the integrals of $f(x)$ on the +intervals of $I$ is denoted by +\[ + \int_{a\; I}^b f(x)dx. +\] +\item[(\textit{b})] For every positive $\varepsilon$ there exists a +positive $\delta_\varepsilon$ such that for any two sets, $I'$ and +$I''$, of intervals none of which contain any point of $P_0$ and for +which +\[ + |D-m(I' )|<\delta_\varepsilon \quad\text{and}\quad + |D-m(I'')|<\delta_\varepsilon, +\] +%-----File: 223.png---Folio 211------ +\[ + \left| \int_{a\;I'}^b f(x)dx-\int_{a\;\text{\correction{$I''$}{$I'$}}}^b f(x)dx \right| < + \varepsilon. +\] +\end{enumerate} + +It follows by Theorem~\hyperlink{thm27}{27} that +\[ + \mathop{L}_{m(I)\doteq D} \int_{a\;I}^b f(x)dx +\] +exists and is finite. This limit is denoted by +\[ + \sideset{_b}{_{a\;P_0}^b}\int f(x)dx +\] +and is called the \index{Broad improper definite integral}\textit{broad improper definite integral}\index{Improper definite integral!broad} with +respect to $P_0$ of the function $f(x)$ on the interval $\interval{a}{b}$. + +It is to be noticed that all the points of $P_0$ need not be on +$\interval{a}{b}$; those which are not on $\interval{a}{b}$ do not +affect the existence of +\[ + \sideset{_b}{_{a\;P_0}^b}\int f(x)dx. +\] +Therefore if $f(x)$ is improperly integrable on some sub-interval +$\interval{a'}{b'}$ of $\interval{a}{b}$, its integral may be denoted +by +\[ + \sideset{_b}{_{a'\;P_0}^{b'}} \int f(x)dx. +\] + +\begin{theorem}[161]\hypertarget{thm161}{} +If $a<b<c$ and if of the integrals +\[ + \sideset{_b}{_{a\;P_0}^b} \int f(x)dx, \ + \sideset{_b}{_{b\;P_0}^c} \int f(x)dx, \ + \sideset{_b}{_{a\;P_0}^c} \int f(x)dx, +\] +either +\begin{enumerate} +\item[(a)] $\quad\displaystyle \sideset{_b}{_{a\;P_0}^b}\int +f(x)dx$ \quad and $\quad\displaystyle \sideset{_b}{_{b\;P_0}^c}\int +f(x)dx$ exist, or +\item[(b)] $\quad\displaystyle \sideset{_b}{_{a\;P_0}^c}\int f(x)dx$ +exists, +\end{enumerate} +%-----File: 224.png---Folio 212------ +then all three integrals exist and +\hypertarget{eq1p212}{\[ + \text{\correction{$\sideset{_b}{_{a\;P_0}^b}\int$}{$\sideset{}{_{a\;P_0}^b}\int$}} f(x) dx ++ \text{\correction{$\sideset{_b}{_{b\;P_0}^c}\int$}{$\sideset{}{_{b\;P_0}^c}\int$}} f(x) dx += \sideset{_b}{_{a\; P_0}^c}\int f(x) dx. +\tag{1} +\]} +\end{theorem} + +\begin{proof} +Every set $I$ of intervals on $\interval{a}{c}$ may be regarded as +composed of a set $\overline{I}$ on $\interval{a}{b}$ and a set +$\overline{\overline{I}}$ on $\interval{b}{c}$, while, conversely, +every pair of sets $\overline{I}$ and $\overline{\overline{I}}$ +constitute a set $I$. Hence +\[ + \int_{a\; I}^c f(x) dx += \int_{a\; \overline{I}}^b f(x) dx ++ \int_{b\; \overline{\overline{I}}}^c f(x) dx. +\] +(Note that both members of this equation are multiple-valued functions +of $m(I)$ and of $m(\overline{I})$ and +$m(\overline{\overline{I}})$). The conclusion of our theorem follows +in case ($a$) from Theorem~\hyperlink{thm34}{34}. + +It remains to show that if $\displaystyle\sideset{_b}{_{a_{\; +P_0}}^c}\int f(x) dx$ exists, then $\displaystyle\sideset{_b}{_{a_{\; +P_0}}^b}\int f(x) dx$ and $\displaystyle\sideset{_b}{_{b_{\; +P_0}}^c}\int f(x) dx$ exist, and in that case also equation~\hyperlink{eq1p212}{(1)} holds. +Suppose that on some sequence of sets $[I]$ one of the two expressions +$\displaystyle\int_{a\; \overline{I}}^b f(x) dx$ and +$\displaystyle\int_{b\; \overline{\overline{I}}}^c f(x) dx$, say +$\displaystyle\int_{a\; \overline{I}}^b f(x) dx$, approaches two +distinct values as $m(I)$ approaches $D$. Since there is some sequence +of sets of intervals $\left\{\overline{\overline{I'}}\right\}$ on +which $\displaystyle\int_{b\; \overline{\overline{I}}}^c f(x)$ +approaches only one value, it follows that on the sequence of sets of +intervals obtained by associating with each $\overline{I}$ an +$\overline{\overline{I'}}$ and with each $\overline{\overline{I'}}$ an +$I'$, $\displaystyle\int_{a\; I}^c f(x) dx$ approaches two distinct +values as $m(I)\doteq D$, which is contrary to hypothesis. + +If $\displaystyle\int_{a\; \overline{I}}^b f(x) dx$ approaches +infinity, then clearly $\displaystyle\int_{b\; +\overline{\overline{I}}}^c f(x) dx$ must approach infinity of the +opposite sign. Hence, by the corollary of Theorem~\hyperlink{thm51}{51}a, +$\displaystyle\int_{a\; I}^c f(x) dx$ will approach both $+\infty$ +%-----File: 225.png---Folio 213------ +and $-\infty$ as $m(I) \doteq D$, which again contradicts the +hypothesis that $\sideset{_b}{_{a\; P_0}^c}\int f(x)dx$ exists. The +equality +\[ + \sideset{_b}{_{a\; P_0}^c}\int f(x)dx += \sideset{_b}{_{a\; P_0}^b}\int f(x)dx ++ \sideset{_b}{_{b\; P_0}^c}\int f(x)dx +\] +now follows from the identity of the limitands +\[ + \int_{a\; I }^c f(x)dx \text{ and } + \int_{a\; \overline{I} }^b f(x)dx ++ \int_{b\; \overline{\overline{I}}}^c f(x)dx.\qedhere +\] +\end{proof} +\begin{theorem}[162]\hypertarget{thm162}{} +If +$\sideset{_b}{_{a\; P_0}^b}\int f(x)dx$ exists, then +$\sideset{_b}{_{b\; P_0}^a}\int f(x)dx$ exists +and +\[ + \sideset{_b}{_{a\; P_0}^b}\int f(x)dx +=-\sideset{_b}{_{b\; P_0}^a}\int f(x)dx. +\] +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm108}{108}, for every $I$ +\begin{align*} + \int_{a\; I}^b f(x)dx + &=-\int_{b\; I}^a f(x)dx, +\\ +\intertext{whence} + \sideset{_b}{_{a\; P_0}^b}\int f(x)dx + &=-\sideset{_b}{_{b\; P_0}^a}\int f(x)dx.\qedhere +\end{align*} +\end{proof} + +\begin{theorem}[163]\hypertarget{thm163}{} +If +$\sideset{_b}{_{a\; P_0}^b}\int f(x)dx$ exists, then +$\sideset{_b}{_{a\; P_0}^b}\int c\cdot f(x)dx$ exists +and +\[ + \sideset{_b}{_{a\; P_0}^b}\int c\cdot f(x)dx += c\cdot \sideset{_b}{_{a\; P_0}^b}\int f(x)dx. +\] +\end{theorem} + +\begin{proof} +This is a direct consequence of Theorems~111 and 34. +\end{proof} + +\begin{theorem}[164]\hypertarget{thm164}{} +If +$\sideset{_b}{_{a\; P_0}^b}\int f_1(x)dx$ and +$\sideset{_b}{_{a\; P_0}^b}\int f_2(x)dx$ both exist,\\ +then +$\sideset{_b}{_{a\; P_0}^b}\int (f_1(x) \pm f_2(x)) dx$ exists and +%-----File: 226.png---Folio 214------ +\[ + \sideset{_b}{_{a\; P_0}^b}\int f_1(x)dx \pm + \sideset{_b}{_{a\; P_0}^b}\int f_2(x)dx += \sideset{_b}{_{a\; P_0}^b}\int (f_1(x)dx \pm f_2(x)) dx. +\] +\end{theorem} +\begin{proof} +This is a direct consequence of Theorems~112 and 34. +\end{proof} + +\begin{theorem}[165]\hypertarget{thm165}{} +If $f_1(x) \geqq f_2(x)$, then +\[ + \sideset{_b}{_{a\; P_0}^b}\int f_1(x)dx +\geqq \sideset{_b}{_{a\; P_0}^b}\int f_2(x)dx, +\] +provided these integrals exist. +\end{theorem} + +\begin{proof} +By Theorems~113 and 40. +\end{proof} + +\begin{theorem}[166]\hypertarget{thm166}{} +If +$\sideset{_b}{_{a\; P_0}^b}\int f_1(x)dx$ and +$\sideset{_b}{_{a\; P_0}^b}\int f_2(x)dx$ both exist, +\[ + \sideset{_b}{_{a\; P_0}^b}\int f_1(x) \cdot f_2(x)dx +\] +does not in general exist. +\end{theorem} + +\begin{proof} +Let $f_1(x) = f_2(x) = \dfrac{1}{\sqrt{x}}$. In this case the +hypothesis of the theorem is verified but the product, $\dfrac{1}{x}$, +fails to be integrable on the interval $\interval{0}{1}$. +\end{proof} + +\begin{theorem}[167]\hypertarget{thm167}{} +$\sideset{_b}{_{a\; P_0}^x}\int f(x)dx$ is a continuous function of +$x$. +\end{theorem} + +\begin{proof} +If $x$ is a point at which the integral exists properly, the +continuity follows by Theorem~\hyperlink{thm118}{118}. If $x$ is a point of the set $P_0$, +then, by Theorem~\hyperlink{thm26}{26}, we need to show that for every $\varepsilon$ +there is a $\delta_\varepsilon$, such that for every interval +$\interval{a'}{b'}$ containing $x_1$ and of length less than +$\delta_\varepsilon$, $\left|\sideset{_b}{_{a'\;P_0}^{b'}}\int f(x)dx +\right|< \varepsilon$. By definition there exists a +$\delta_\varepsilon$ such that for every $I'$ and $I''$ for which +$|m(I')-D|< \delta_\varepsilon$ and $|m(I'')-D|< \delta_\varepsilon$, +\[ + \left|\int_{a\; I' }^b f(x)dx + -\int_{a\; \text{\correction{$I''$}{$I'$}}}^b f(x)dx \right|< \varepsilon. +\] +%-----File: 227.png---Folio 215------ +Let $\interval{a'}{b'}$ be an interval containing $x_1$ such that +\[ + |a'-b'|< \frac{\delta_\varepsilon}{2}. +\] +Let $\overline{I'}$ be any set of intervals not containing any point +of $P_0$ and containing no point of $\interval{a'}{b'}$, and such that +$|m(\overline{I'})-D|< \delta_\varepsilon$. Denote by $I_{(a'b')}$ any +set of non-overlapping intervals on $\interval{a'}{b'}$ containing no +point of $P_0$, and let $\overline{I''}$ be the set of all intervals +in $\overline{I'}$ and $I_{(a'b')}$. Then +\[ + |m(\overline{I''})-D|< \delta_\varepsilon +\] +and +\[ + \int_{a\overline{I''}}^b f(x)dx += \int_{a\overline{I'}}^b f(x)dx ++ \int_{a'\text{\correction{$I$}{$\overline{I}$}}(a'b')}^{b'} f(x)dx +\] +and +\[ + \left|\int_{a'\text{\correction{$I$}{$\overline{I}$}}(a'b')}^{b'} f(x)dx \right| += \left|\int_{a\overline{I''}}^b f(x)dx \right| +-\left|\int_{a\overline{I'}}^b f(x)dx \right|. +\] +Hence +\[ + \left|\sideset{_b}{_{a'\; P_0}^{b'}}\int f(x)dx \right| +\leqq \varepsilon.\qedhere +\] +\end{proof} + +\begin{corollary} +For $x_1$ any point on $\interval{a}{b}$ +\[ + \mathop{L}_{x\doteq x_1} \sideset{_b}{_{x_1}^x}\int f(x)dx = 0. +\] +\end{corollary} + +\begin{theorem}[168]\hypertarget{thm168}{} +If $f(x)$ is integrable with respect to $P_0$, and if $P_1$ is a set +of points of content zero, then $f(x)$ is integrable with respect to +the set $P_2$ consisting of all points in $P_0$ and in $P_1$ and +\[ + \sideset{_b}{_{a\; P_0}^b}\int f(x)dx += \sideset{_b}{_{a\; P_2}^b}\int f(x)dx. +\] +\end{theorem} + +\begin{proof} +Obviously the set $P_2$ is of content zero. Any set of intervals $I$ +not containing a point of $P_2$ is also a set $\overline{I}$ not +%-----File: 228.png---Folio 216------ +containing a point of $P_0$. Hence any value approached by +$\displaystyle\int_{a\; \overline{I}}^b f(x) dx$ as $m(\overline{I})$ +approaches $D$ is a value approached by $\displaystyle\int_{a\; I}^b +f(x) dx$ as $m(I)$ approaches $D$. Hence +$\displaystyle\sideset{_b}{_{a\; P_2}^b}\int f(x)dx$ exists and +\[ + \sideset{_b}{_{a\; P_0}^b}\int f(x) dx += \sideset{_b}{_{a\; P_2}^b}\int f(x) dx.\qedhere +\] +\end{proof} + +\begin{theorem}[169]\hypertarget{thm169}{} +If $f_1(x)$ is integrable with respect to $P_1$ and $f_2(x)$ is +integrable with respect to $P_2$, then $f_1(x) \pm f_2(x)$ is +integrable with respect to the set, $P_3$, of all points in $P_1$ and +$P_2$ and +\[ + \sideset{_b}{_{a\; P_1}^b}\int f_\text{\correction{$1$}{}}(x) dx \pm + \sideset{_b}{_{a\; P_2}^b}\int f_\text{\correction{$2$}{}}(x) dx = + \sideset{_b}{_{a\; P_3}^b}\int (f_1(x) \pm f_2(x)) dx. +\] +\end{theorem} + +\begin{proof} +By Theorem~\hyperlink{thm168}{168} each of the functions $f_1(x)$ and $f_2(x)$ is +integrable with respect to $P_3$, and +\[ + \sideset{_b}{_{a\; P_1}^b}\int f_1(x) dx = + \sideset{_b}{_{a\; P_3}^b}\int f_1(x) dx, +\] +and +\[ + \sideset{_b}{_{a\; P_2}^b}\int f_2(x) dx = + \sideset{_b}{_{a\; P_3}^b}\int f_2(x) dx, +\] +and hence, by Theorem~\hyperlink{thm164}{164}, $f_1(x) \pm f_2(x)$ is integrable with +respect to $P_3$ and +\[ + \sideset{_b}{_{a\; P_1}^b}\int f_1(x) dx \text{\correction{$\pm$}{$+$}} + \sideset{_b}{_{a\; P_2}^b}\int f_\text{\correction{$2$}{}}(x) dx = + \sideset{_b}{_{a\; P_3}^b}\int (f_\text{\correction{$1$}{}}(x) \pm f_\text{\correction{$2$}{}}(x)) dx.\qedhere +\] +\end{proof} + +The broad improper definite integral as here defined contains as a +special case the proper definite integral, the integral in that case +existing properly at every point of the interval $\interval{a}{b}$. +It does not, however, contain as a special case the simple improper +definite integral considered in \hyperlink{chIXsec3}{\S~3}. This may readily be shown by +means of the function used on page~\pageref{t160p209} to show +%-----File: 229.png---Folio 217------ +that the simple improper definite integral is not absolutely +convergent. In the case of this function a sequence of sets of +intervals $I_a$ may be so chosen that $\displaystyle +\int_{a\;I_a}^bf(x)dx$ shall approach any value whatever as $m(I_a)$ +approaches $D$. + +An improper integral which includes both the simple and the broad +improper integrals is obtained as follows: Every set $I$ is to be such +that if $I'$ is its complementary set of segments on $\overline{a\ +b}$, then every segment of $I'$ contains at least one point of +$P_0$. The limit of $\displaystyle \int_{a\;I}^bf(x)dx$ as $m(I)$ +approaches $D$, if existent, is called the \index{Narrow improper definite integral}\index{Improper definite integral!narrow}narrow improper definite +integral and is denoted by $\displaystyle +\sideset{_n}{_{a\;P_0}^b}\int f(x)dx$. + +It is evident that if the broad integral exists, then the narrow +integral also exists. The narrow integral includes the simple improper +definite integral of the preceding chapter. Hence it follows that the +broad and the narrow integrals are not equivalent.\footnote{% + The narrow integral is so called because it has fewer properties + than the broad integral. It exists for a wider class of functions.} +Theorems \hyperlink{thm161}{161} to \hyperlink{thm167}{167} hold of the narrow integral as well as of the +broad integral. The proofs are identical with the above except that +the sets $I$ are limited as in the definition of the narrow +integral. It may be shown by examples that Theorems \hyperlink{thm168}{168} and \hyperlink{thm169}{169} do not +hold in the case of the narrow integral. To show that \hyperlink{thm168}{168} does not +hold consider the function defined in the proof of Theorem~\hyperlink{thm160}{160}, where +$P_0$ consists of the point 0. Let $P_1$ be the $[x_i]$ of that +example. Then obviously the narrow integral $\displaystyle +\sideset{_n}{_{_0\;P_2}^1}\int f(x)dx$, where $P_2$ contains all the +points of $P_1$ and $P_2$, fails to exist. The same example shows that +Theorem~\hyperlink{thm169}{169} does not hold of the narrow integral. +%-----File: 230.png---Folio 218------ + +\section[Existence of Improper Definite Integrals on a Finite Interval]{Special Theorems on the Criteria of Existence of the +Improper Definite Integral on a Finite Interval.}\hypertarget{chIXsec5}{}%[5] + +The examples of this section are intended to give an idea of the +possible singularities of improperly integrable functions, and to +indicate the difficulty of obtaining more general criteria of the +divergence or convergence of the simple improper integral than those +given in \S\S~\hyperlink{chIXsec1}{1} and \hyperlink{chIXsec2}{2} of this chapter. + +\begin{lemma} +For every function $f_1(x)$ which is unbounded in every neighborhood +of $x=a$ there is a function $f_2(x)$ which is infinitesimal as $x$ +approaches $a$, such that $f_1(x)\cdot f_2(x)$ is unbounded in every +neighborhood of $x=a$, and such that +\[ + \frac{f_2(x)}{x-a} +\] +is monotonic increasing as $x$ approaches $a$. +\end{lemma} + +\begin{proof} +Since $f_1(x)$ is unbounded in every neighborhood of $x=a$, it follows +that for every point $x_1$ of the segment $\overline{a\ b}$ there is a +point $x_2$ on the segment $\overline{a\ x_1}$ such that +\[ + |f_1(x_2)| > 2 |f_1(x_1)| > 2M, +\] +and such that +\[ + (x_2-a)\leqq \textstyle\frac12(x_1-a). +\] + +Let $x_1$, $x_2$, $x_3, \ldots$, $x_n,\ldots$ be a sequence of points +dense only at $a$ such that +\[ + |f_1(x_n)| > 2 |f_1 (x_{n-1})| > 2^{n-1} \cdot M, +\] +and such that +\[ + |x_n-a| \leqq \textstyle\frac12|x_{n-1}-a|. +\] +We define $f_2(x)$ as follows: +\[ + f_2(x) =\frac1n\ \text{\textit{on the points $x_1$, $x_2, \ldots$, + $x_n,\ldots$}} +\] +%-----File: 231.png---Folio 219------ +\textit{and $f_2(x)$ is linear between the points of the sequence +$x_1$, $x_2$, \ldots, $x_n$, \ldots.} Then there are values of $x$ on +\correction{$\interval{x_n}{x_{n-1}}$}{$\interval{x_n}{x}_{n-1}$} such that +\[ + |f_1(x)|\cdot f_2(x) > {\frac2n}^{n-1} \cdot M, +\] +whence $f_1(x)\cdot f_2(x)$ is unbounded in the neighborhood of +$a$.\footnote{% + In case + $\displaystyle{\mathop{L}_{x=0}} f_1(x) = \infty$, + $f_2(x) = \frac{1}{\sqrt{f_1(x)}}$ or + $f_2(x) = \frac{1}{\log f_1(x)}$ would satisfy the + requirements of the lemma except that they need not make + $\frac{f_2(x)}{x-a}$ monotonic.} +Obviously $\frac{f_2(x)}{x-a}$ is monotonic increasing as $x$ +approaches $a$. +\end{proof} +\begin{theorem}[170]\hypertarget{thm170}{} +For every function $f_1(x)$ which is unbounded in every neighborhood +of $x=a$ there exists a non-oscillating function $f_2(x)$ such that +\[ + \mathop{L}_{x\doteq a} f_1(x) \int_x^b f_2(x)dx +\] +exists and is finite, while +\[ + (x-a) \cdot f_1(x) \cdot f_2(x) +\] +is unbounded in the neighborhood of $x=a$. +\end{theorem} + +\begin{proof} +According to the lemma there exists a function $f_3(x)$ such that +\[ + \mathop{L}_{x\doteq a} f_3(x) = 0, +\] +while $f_3(x)\cdot f_1(x)$ is unbounded and the function +\[ + f_4(x) = \frac{f_3(x)}{x-a} +\] +is monotonic increasing as $x$ approaches $a$. Since +\[ + (x-a) f_4(x) \cdot f_1(x) = f_3(x) \cdot f_1(x), +\] +%-----File: 232.png---Folio 220------ +$(x-a)\cdot f_4(x)\cdot f_1(x)$ is unbounded in the neighborhood of +$x=a$. Let $x_1, \ldots, x_n, \ldots$ be a sequence of points on +$\interval{a}{b}$ whose only limit point is $a$, such that +$f_3(x)\cdot f_1(x)$ is unbounded on this set. In the sequence +\hypertarget{seq1}{\[ + (x_1-a)f_4(x_1),\quad (x_2-a)f_4(x_2),\quad \ldots,\quad + (x_n-a)f_4\text{\correction{$(x_n)$,}{$(x)_n$.}} +\tag{1} +\]} +$\displaystyle\mathop{L}_{n\doteq\infty} (x_n-a)f_4(x_n) = 0$, since +$\ \displaystyle\mathop{L}_{x\doteq a} (x-a)f_4(x ) = 0$. Hence there +is a value of $n$, $n_1$, such that +\[ + |(x_1-a) f_4(x_1 )|\geqq + 2|(x_{n_1}-a) f_4(x_{n_1})|, +\] +and another value of $n$, $n_2$ such that +\[ + |(x_{n_1}-a) f_4(x_{n_1})|\geqq + 2|(x_{n_2}-a) f_4(x_{n_2})|, \text{ etc.,} +\] +$n_{m+1}$ being so chosen that +\[ + |(x_{n_m}-a) f_4(x_{n_m} )|\geqq + 2|(x_{n_{m+1}}-a) f_4(x_{n_{m+1}})|. +\] +In this manner we select from the sequence~\hyperlink{seq1}{(1)} a set of terms forming +the convergent series +\hypertarget{ser2}{\[ + (x_1-a)f_4(x_1 ) ++ (x_{n_1}-a)f_4(x_{n_1}) + \ldots ++ (x_{n_m}-a)f_4(x_{n_m}) + \ldots. +\tag{2} +\]} +We then obtain a function $f_2(x)$ as follows: For the set of values +of $x$ +\[ + x_{n_{m+1}} < x \leqq x_{n_m}, \quad f_2(x) = f_4(x_{n_m}). +\] +Then +\begin{enumerate} +\item[(1)] $f_2(x)$ is non-oscillating since +\[ + f_4(x_{n_m}) < f_4(x_{n_{m+1}}). +\] +\item[(2)] +$(x-a) f_2(x)\cdot f_1(x)$ is unbounded on the set $x_1$, + $x_{n_1}$, $x_{n_2}, \ldots, x_{n_m}, \ldots$, since on this set +\[ + f_2(x) = f_4(x). +\] +%-----File: 233.png---Folio 221------ +\item[(3)] $\qquad\displaystyle\mathop{L}_{x\doteq a} \int_x^b +f_2(x)dx = \sum_{m=1}^\infty (x_{n_m}-x_{n_{m+1}}) f_4(x_{n_m})$. +\end{enumerate} +But the terms of this series are numerically smaller than the +corresponding terms of the convergent series~\hyperlink{ser2}{(2)}. Hence +\[ + \mathop{L}_{x\doteq a} \int_x^b f_2(x)dx +\] +exists and is finite. +\end{proof} + +Theorem~\hyperlink{thm170}{170} may be regarded as showing that +\[ + \mathop{L}_{x\doteq a} (x-a) f_2(x) = 0 +\] +is a strong necessary condition that, under the hypothesis of +Theorem~\hyperlink{thm142}{142}, +\[ + \mathop{L}_{x\doteq a} \int_x^b f_2(x)dx +\] +shall exist and be finite. For, according to Theorem~\hyperlink{thm170}{170}, it is +impossible to modify the function $(x-a)$ by any factor $f_1(x)$ which +shall approach infinity so slowly that for every function $f_2(x)$ +where +\[ + \mathop{L}_{x\doteq a} \int_x^b f_2(x)dx +\] +exists and is finite +\[ + \mathop{L}_{x\doteq a} (x-a) f_1(x)\cdot f_2(x) = 0.\footnotemark +\] +\footnotetext{% + See \textsc{Pringsheim}, Mathematische Annalen, Vol.~37, + pp.~591--604 (1890).} + +\begin{theorem}[171]\hypertarget{thm171}{} +For every function $f_1(x)$ defined on the interval $\interval{a}{b}$ +there exists a function $f_2(x)$ such that +\begin{enumerate} +\item[\textnormal{(1)}] $f_2(x)$ is continuous and does not change sign on a +certain neighborhood of $x\doteq a$. +%-----File: 234.png---Folio 222------ +\item[\textnormal{(2)}] $\displaystyle\mathop{L}_{x\doteq a} \int_x^b f_2(x)dx$ +exists and is finite. + +\item[\textnormal{(3)}]\hypertarget{set3}{} For $x$ on a certain set $[x']$ +\[ + \mathop{L}_{x\doteq a} \frac{f_1(x')}{f_2(x')} = 0. +\] +\end{enumerate} +\end{theorem} + + +\begin{proof} +Let $x_1'$, $x_2', \ldots, x_n', \ldots$ be a set of points of the +interval $\interval{a}{b}$ dense only at $a$. Let $B_1$, $B_2$, $B_3, +\ldots, B_n, \ldots$ be a set of numbers such that +\[ + B_n\cdot n|f_1({x'}_n)|\geqq + 2\cdot B_{n+1} (n+1) |f_1(x'_{n+1})|.\qquad + \text{($n = 1, 2, 3,\ldots$)} +\] +On the $x$ axis lay off a set of segments $[\sigma_n]$ such that +$\sigma_n$ is of length $B_n$ and $x_n$ is its middle point. On the +segments $\sigma_n$ as bases construct isosceles triangles on the +positive side of the $x$ axis whose altitudes are +$n\cdot|f_1(x)|$. The measures of areas of these triangles form a +convergent series. Let $f_3(x)$ be any continuous, monotonic, +unbounded function such that +\[ + \mathop{L}_{x\doteq a} \int_x^b f_3(x)dx +\] +exists and is finite. We then define $f_2(x)$ as the function +represented by the following curve: +\begin{enumerate} +\item[(1)] Those parts of the boundaries of the isosceles triangles +just described which lie above the curve defined by $f_3(x)$. +\item[(2)] Those parts of the curve defined by $f_3(x)$ which lie +outside the triangles or on their boundary. +\end{enumerate} +Obviously the function so defined has the properties specified in the +theorem, the points $x_1'$, $x_2', \ldots, x_n', \ldots$ being the set +$[x']$ specified by \hyperlink{set3}{(3)} of the theorem. +\end{proof} + +Theorem~\hyperlink{thm171}{171} means that from the hypothesis that the improper definite +integral of $f(x)$ exists on $\interval{a}{b}$ it is impossible to +obtain any conclusion whatever as to the order of infinity or the rank +of infinity of $f(x)$ at $x=a$. This is what one would +%-----File: 235.png---Folio 223------ +expect \textit{a priori}, since the definite integral is a function of +two parameters, while the necessary condition in terms of boundedness +would be in terms of only one of these. + +\section[Existence of Improper Definite Integrals on the Infinite Interval]{Special Theorems on the Criteria of the Existence of the +Improper Definite Integral on the Infinite Interval.}\hypertarget{chIXsec6}{}%[6] + +\begin{theorem}[172]\hypertarget{thm172}{} +For every function $f_1(x)$ which is unbounded as $x$ approaches +$\infty$ there exists a non-oscillating function $f_2(x)$ such that +\[ + \mathop{L}_{x\doteq\infty} \int_a^x f_2(x)dx +\] +exists and is finite, while $(x-a)f_1(x)\cdot f_2(x)$ is unbounded as +$x$ approaches $\infty$. +\end{theorem} + +\begin{proof} +Obviously the lemma of Theorem~\hyperlink{thm170}{170} can be stated so as to apply to the +case where $x$ approaches $\infty$ instead of $a$. If then in the +proof of Theorem~\hyperlink{thm161}{161} the set of points $x_1\ldots x_n\ldots$ is so +taken that +\[ + \mathop{L}_{n\doteq\infty} x_n=\infty +\] +instead of $a$, the proof of Theorem~\hyperlink{thm161}{161} applies with the exception +that $f_2(x)$ is non-oscillating \textit{decreasing} instead of +non-oscillating \textit{increasing}. +\end{proof} + +\begin{theorem}[173]\hypertarget{thm173}{} +For every function $f_1(x)$ defined on the interval $\interval{a}{\infty}$ +there exists a function $f_2(x)$ such that +\begin{enumerate} +\item[\textnormal{(1)}] $f_2(x)$ is continuous and does not change sign for $x$ +greater than a certain fixed number. +\item[\textnormal{(2)}] +\[ + \mathop{L}_{x\doteq\infty} \int_x^a f_2(x)dx +\] +exists and is finite. +%-----File: 236.png---Folio 224------ +\item[\textnormal{(3)}] For $x$ on a certain set $[x']$ +\[ + \mathop{L}_{x\doteq\infty} \frac{f_1(x')}{f_2(x')} = 0. +\] +\end{enumerate} +\end{theorem} + +\begin{proof} +Such a function $f_2(x)$ may be defined in a manner analogous to that +of the proof of Theorem~\hyperlink{thm171}{171}. + +The remarks as to the meaning of Theorems \hyperlink{thm170}{170} and \hyperlink{thm171}{171} apply with +obvious modifications to Theorems \hyperlink{thm172}{172} and \hyperlink{thm173}{173}. +\end{proof} + +\backmatter +%-----File: 237.png---Folio 225------ +%\chapter*{INDEX} +{\setlength{\columnsep}{1cm} +\printindex} +%-----File: 238.png---Folio 226------ +%-----File: 239.png---Folio 227------ +%-----File: 240.png---Folio 228------ +%[Blank Page] +%-----File: 241.png---Index 1-------- +\pagestyle{plain} +\newpage\setcounter{page}{1} +{\centering +{\sffamily\Huge +SHORT-TITLE CATALOGUE\\[0.5ex]} +\small +OF THE\\[0.5ex] +\LARGE +PUBLICATIONS\\[0.5ex] +\small +OF\\ +\Huge +JOHN WILEY \& SONS,\\[0.5ex] +\sffamily\sc\large +New York.\\[2ex] +\Large\sc +London: CHAPMAN \& HALL, Limited.\\[0.5ex] +\rule[0.5ex]{2cm}{.2pt}\\ +\normalfont\normalsize +ARRANGED UNDER SUBJECTS.\\ +\rule[0.5ex]{2cm}{.2pt}\\} + + +\footnotesize Descriptive circulars sent on application. Books marked +with an asterisk (*) are sold at \textit{net} prices only. All books +are bound in cloth unless otherwise stated. +\bigskip + +\begin{center} \rule[0.5ex]{2cm}{.2pt} \end{center} +\bigskip + + + +\footnotesize +\begin{longtable}{@{}l@{ }r@{}} + +\multicolumn{2}{c}{\large AGRICULTURE.}\\[1em] +\nopagebreak +Armsby's Manual of Cattle-feeding.\dotfill\ldots 12mo, &\$1\ 75\\ + +\indent Principles of Animal Nutrition.\dotfill\ldots 8vo, &4\ 00\\ + +Budd and Hansen's American Horticultural Manual:\\ + +\indent Part I\@. Propagation, Culture, and Improvement.\dotfill\ldots +12mo, &1\ 50\\ + +\indent Part II\@. Systematic Pomology.\dotfill 12mo, &1\ 50\\ + +Downing's Fruits and Fruit-trees of America.\dotfill\ldots 8vo, &5\ 00\\ + +Elliott's Engineering for Land Drainage.\dotfill\ldots 12mo, &1\ 50\\ + +\indent Practical Farm Drainage.\dotfill\ldots 12mo, &1\ 00\\ + +Graves's Forest Mensuration.\dotfill\ldots 8vo, &4\ 00\\ + +Green's Principles of American Forestry.\dotfill\ldots 12mo, &1\ 50\\ + +Grotenfelt's Principles of Modern Dairy Practice. (Woll.)\dotfill +12mo, &2\ 00\\ + +Kemp's Landscape Gardening.\dotfill\ldots 12mo, &2\ 50\\ + +Maynard's Landscape Gardening as Applied to Home +Decoration.\dotfill\ldots 12mo, &1\ 50\\ + +* McKay and Larsen's Principles and Practice of + Butter-making.\dotfill\ldots 8vo, &1\ 50\\ + +Sanderson's Insects Injurious to Staple Crops.\dotfill\ldots 12mo, &1\ 50\\ + +\indent Insects Injurious to Garden Crops. (In preparation.)\\ + +\indent Insects Injuring Fruits. (In preparation.)\\ + +Stockbridge's Rocks and Soils.\dotfill\ldots 8vo, &2\ 50\\ + +Winton's Microscopy of Vegetable Foods.\dotfill\ldots 8vo, &7\ 50\\ + +Woll's Handbook for Farmers and Dairymen.\dotfill\ldots 16mo, &1\ 50\\[3em] + +\multicolumn{2}{c}{\large ARCHITECTURE.}\\[1em] +\nopagebreak +Baldwin's Steam Heating for Buildings.\dotfill\ldots 12mo, &2\ 50\\ + +Bashore's Sanitation of a Country House.\dotfill\ldots 12mo. &1\ 00\\ + +Berg's Buildings and Structures of American Railroads.\dotfill\ldots +4to, &5\ 00\\ + +Birkmire's Planning and Construction of American +Theatres.\dotfill\ldots 8vo, &3\ 00\\ + +\indent Architectural Iron and Steel.\dotfill\ldots 8vo, &3\ 50\\ + +\indent Compound Riveted Girders as Applied in +Buildings.\dotfill\ldots 8vo, &2\ 00\\ + +\indent Planning and Construction of High Office +Buildings.\dotfill\ldots 8vo, &3\ 50\\ + +\indent Skeleton Construction in Buildings.\dotfill\ldots 8vo, &3\ 00\\ + +Brigg's Modern American School Buildings.\dotfill\ldots 8vo, &4\ 00\\ + +%-----File: 242.png---Index 2-------- +Carpenter's Heating and Ventilating of Buildings.\dotfill\ldots 8vo, +&4\ 00\\ + +Freitag's Architectural Engineering.\dotfill\ldots 8vo, &3\ 50\\ + +\nopagebreak +\indent Fireproofing of Steel Buildings.\dotfill\ldots 8vo, &2\ 50\\ + +French and Ives's Stereotomy.\dotfill\ldots 8vo, &2\ 50\\ + +Gerhard's Guide to Sanitary House-inspection.\dotfill\ldots 16mo, &1\ 00\\ + +\nopagebreak +\indent Theatre Fires and Panics.\dotfill\ldots 12mo, &1\ 50\\ + +* Greene's Structural Mechanics.\dotfill\ldots 8vo, &2\ 50\\ + +Holly's Carpenters' and Joiners' Handbook.\dotfill\ldots 18mo, &75\\ + +Johnson's Statics by Algebraic and Graphic Methods.\dotfill\ldots 8vo, +&2\ 00\\ + +Kidder's Architects' and Builders' Pocket-book.\\ + +\nopagebreak +\indent\indent Rewritten Edition.\dotfill\ldots 16mo, mor., &5\ 00\\ + +Merrill's Stones for Building and Decoration.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak +\indent Non-metallic Minerals: Their Occurrence and +Uses.\dotfill\ldots 8vo, &4\ 00\\ + +Monckton's Stair-building.\dotfill\ldots 4to, &4\ 00\\ + +Patton's Practical Treatise on Foundations.\dotfill\ldots 8vo, &5\ 00\\ + +Peabody's Naval Architecture.\dotfill\ldots 8vo, &7\ 50\\ + +Rice's Concrete-block Manufacture.\dotfill\ldots 8vo, &2\ 00\\ + +Richey's Handbook for Superintendents of Construction.\dotfill\ldots +16mo, mor., &4\ 00\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Building Mechanics' Ready +Reference Book. Carpenters'\\ + +\nopagebreak +\indent\indent and Woodworkers' Edition.\dotfill\ldots 16mo, morocco, +&1\ 50\\ + +Sabin's Industrial and Artistic Technology of Paints and +Varnish.\dotfill\ldots 8vo, &3\ 00\\ + +Siebert and Biggin's Modern Stone-cutting and Masonry.\dotfill\ldots +8vo, &1\ 50\\ + +Snow's Principal Species of Wood.\dotfill\ldots 8vo, &3\ 50\\ + +Sondericker's Graphic Statics with Applications to Trusses, Beams,\\ + +\nopagebreak +\indent\indent and Arches.\dotfill\ldots 8vo, &2\ 00\\ + +Towne's Locks and Builders' Hardware.\dotfill\ldots 18mo, morocco, &3\ 00\\ + +Wait's Engineering and Architectural Jurisprudence.\dotfill\ldots 8vo, +&6\ 00\\ + +\nopagebreak +\hfill Sheep, &6\ 50\\ + +\indent Law of Operations Preliminary to Construction in Engineering\\ + +\indent\indent and Architecture.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak +\hfill Sheep, &5\ 50\\ + +\indent Law of Contracts.\dotfill\ldots 8vo, &3\ 00\\ + +Wood's Rustless Coatings: Corrosion and Electrolysis of Iron\\ + +\nopagebreak +\indent\indent and Steel.\dotfill\ldots 8vo, &4\ 00\\ + +Worcester and Atkinson's Small Hospitals, Establishment and\\ + +\nopagebreak +\indent\indent Maintenance, Suggestions for Hospital Architecture,\\ + +\nopagebreak +\indent\indent with Plans for a Small Hospital.\dotfill\ldots 12mo, &1\ 25\\ + +The World's Columbian Exposition of 1893.\dotfill\ldots Large 4to, &1\ +00\\[3em] + +\multicolumn{2}{c}{\large ARMY AND NAVY.}\\[1em] +\nopagebreak +Bernadou's Smokeless Powder, Nitro-cellulose, and the Theory of the \\ + +\nopagebreak +\indent\indent Cellulose Molecule.\dotfill\ldots 12mo, &2\ 50\\ + +* Bruff's Text-book Ordnance and Gunnery.\dotfill\ldots 8vo, &6\ 00\\ + +Chase's Screw Propellers and Marine Propulsion.\dotfill\ldots 8vo, &3\ 00\\ + +Cloke's Gunner's Examiner.\dotfill\ldots 8vo, &1\ 50\\ + +Craig's Azimuth.\dotfill\ldots 4to, &3\ 50\\ + +Crehore and Squier's Polarizing Photo-chronograph.\dotfill\ldots 8vo, +&3\ 00\\ + +* Davis's Elements of Law.\dotfill\ldots 8vo, &2\ 50\\ + +\nopagebreak +\makebox[0pt]{\hspace{.5ex} *}\indent Treatise on the Military Law of +United States.\dotfill\ldots 8vo, &7\ 00\\ + +\nopagebreak +\hfill Sheep, &7\ 50\\ + +De Brack's Cavalry Outposts Duties. (Carr.)\dotfill\ldots 24mo, +morocco, &2\ 00\\ + +Dietz's Soldier's First Aid Handbook.\dotfill\ldots 16mo, morocco, &1\ 25\\ + +* Dudley's Military Law and the Procedure\\ + +\nopagebreak +\indent\indent of Courts-martial.\dotfill\ldots Large 12mo, & 2\ 50\\ + +Durand's Resistance and Propulsion of Ships.\dotfill\ldots 8vo, &5\ 00\\ + +* Dyer's Handbook of Light Artillery.\dotfill\ldots 12mo, &3\ 00\\ + +Eissler's Modern High Explosives.\dotfill\ldots 8vo, &4\ 00\\ + +* Fiebeger's Text-book on Field Fortification.\dotfill\ldots Small + 8vo, &2\ 00\\ + +Hamilton's The Gunner's Catechism.\dotfill\ldots 18mo, &1\ 00\\ + +* Hoff's Elementary Naval Tactics.\dotfill\ldots 8vo, &1\ 50\\ + +%-----File: 243.png---Index 3-------- +Ingalls's Handbook of Problems in Direct Fire.\dotfill\ldots 8vo, &4\ 00\\ + +\nopagebreak +\makebox[0pt]{\hspace{.5ex} *}\indent Ballistic Tables.\dotfill\ldots +8vo, &1\ 50\\ + +* Lyons's Treatise on Electromagnetic Phenomena. Vols.~I.\\ + +\nopagebreak +\indent\indent and II.\dotfill\ldots 8vo, each, &6\ 00\\ + +* Mahan's Permanent Fortifications. (Mercur.)\dotfill 8vo, half + morocco, &7\ 50\\ + +Manual for Courts-martial.\dotfill\ldots 16mo, morocco, &1\ 50\\ + +* Mercur's Attack of Fortified Places.\dotfill\ldots 12mo, &2\ 00\\ + +\nopagebreak +\makebox[0pt]{\hspace{.5ex} *}\indent Elements of the Art of +War.\dotfill\ldots 8vo, &4\ 00\\ + +Metcalf's Cost of Manufactures---And the Administration\\ + +\nopagebreak +\indent\indent of Workshops.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak +\makebox[0pt]{\hspace{.5ex} *}\indent Ordnance and Gunnery. 2 +vols.\dotfill\ldots 12mo, &5 00\\ + +Murray's Infantry Drill Regulations.\dotfill\ldots 18mo, paper, &10\\ + +Nixon's Adjutants' Manual.\dotfill\ldots 24mo, &1\ 00\\ + +Peabody's Naval Architecture.\dotfill\ldots 8vo, &7\ 50\\ + +* Phelps's Practical Marine Surveying.\dotfill\ldots 8vo, &2\ 50\\ + +Powell's Army Officer's Examiner.\dotfill\ldots 12mo, &4\ 00\\ + +Sharpe's Art of Subsisting Armies in War.\dotfill\ldots 18mo, morocco, +&1\ 50\\ + +* Tupes and Poole's Manual of Bayonet Exercises and Musketry Fencing.\\ + +\nopagebreak +\hfill 24mo, leather, &50\\ + +* Walke's Lectures on Explosives.\dotfill\ldots 8vo, &4\ 00\\ + +Weaver's Military Explosives.\dotfill\ldots 8vo, &3\ 00\\ + +* Wheeler's Siege Operations and Military Mining.\dotfill\ldots 8vo, + &2\ 00\\ + +Winthrop's Abridgment of Military Law.\dotfill\ldots 12mo, &2\ 50\\ + +Woodhull's Notes on Military Hygiene.\dotfill\ldots 16mo, &1\ 50\\ + +Young's Simple Elements of Navigation.\dotfill\ldots 16mo, morocco, +&2\ 00\\[3em] + +\multicolumn{2}{c}{\large ASSAYING.}\\[1em] +\nopagebreak +Fletcher's Practical Instructions in Quantitative Assaying with\\ + +\nopagebreak +\indent\indent the Blowpipe.\dotfill\ldots 12mo, morocco, &1\ 50\\ + +Furman's Manual of Practical Assaying.\dotfill\ldots 8vo, &3\ 00\\ + +Lodge's Notes on Assaying and Metallurgical Laboratory\\ + +\nopagebreak +\indent\indent Experiments.\dotfill\ldots 8vo,&3\ 00\\ + +Low's Technical Methods of Ore Analysis.\dotfill\ldots 8vo, &3\ 00\\ + +Miller's Manual of Assaying.\dotfill\ldots 12mo, &1\ 00\\ + +\nopagebreak +\indent Cyanide Process.\dotfill\ldots 12mo, &1\ 00\\ + +Minet's Production of Aluminum and its Industrial +Use. (Waldo.)\dotfill\ldots 12mo, &2\ 50\\ + +O'Driscoll's Notes on the Treatment of Gold Ores.\dotfill\ldots 8vo, +&2\ 00\\ + +Ricketts and Miller's Notes on Assaying.\dotfill\ldots 8vo, &3\ 00\\ + +Robine and Lenglen's Cyanide Industry. (Le Clerc.)\dotfill\ldots 8vo, +&4\ 00\\ + +Ulke's Modern Electrolytic Copper Refining.\dotfill\ldots 8vo, &3\ 00\\ + +Wilson's Cyanide Processes.\dotfill\ldots 12mo, &1\ 50\\ + +\nopagebreak +\indent Chlorination Process.\dotfill\ldots 12mo, &1\ 50\\[3em] + +\multicolumn{2}{c}{\large ASTRONOMY.}\\[1em] +\nopagebreak +Comstock's Field Astronomy for Engineers.\dotfill\ldots 8vo, &2\ 50\\ + +Craig's Azimuth.\dotfill\ldots 4to, &3\ 50\\ + +Crandall's Text-book on Geodesy and Least Squares.\dotfill\ldots 8vo, +& 3\ 00\\ + +Doolittle's Treatise on Practical Astronomy.\dotfill\ldots 8vo, &4\ 00\\ + +Gore's Elements of Geodesy.\dotfill\ldots 8vo, &2\ 50\\ + +Hayford's Text-book of Geodetic Astronomy.\dotfill\ldots 8vo, &3\ 00\\ + +Merriman's Elements of Precise Surveying and Geodesy.\dotfill\ldots +8vo, &2\ 50\\ + +* Michie and Harlow's Practical Astronomy.\dotfill\ldots 8vo, &3\ 00\\ + +* White's Elements of Theoretical and Descriptive + Astronomy.\dotfill\ldots 12mo, &\correction{2}{}\ 00\\[3em] + +\multicolumn{2}{c}{\large BOTANY.}\\[1em] +\nopagebreak +Davenport's Statistical Methods, with Special Reference\\ + +\nopagebreak +\indent\indent to Biological Variation.\dotfill\ldots 16mo, morocco, +&1\ 25\\ + +Thom\'e and Bennett's Structural and Physiological +Botany.\dotfill\ldots 16mo, &2\ 25\\ + +Westermaier's Compendium of General Botany. (Schneider.)\dotfill 8vo, +&2\ 00\\[3em] +%-----File: 244.png---Index 4-------- +\multicolumn{2}{c}{\large CHEMISTRY.}\\[1em] \nopagebreak +* Abegg's Theory of Electrolytic Dissociation. (Von +Ende.)\dotfill\ldots 12mo, & 1\ 25 \\ + +Adriance's Laboratory Calculations and Specific Gravity +Tables.\dotfill\ldots 12mo, &1\ 25\\ + +Alexeyeff's General Principles of Organic +Synthesis. (Matthews.)\dotfill\ldots 8vo, &3\ 00\\ + +Allen's Tables for Iron Analysis.\dotfill\ldots 8vo, &3\ 00\\ + +Arnold's Compendium of Chemistry. (Mandel.)\dotfill\ldots Small 8vo, +&3\ 50\\ + +Austen's Notes for Chemical Students.\dotfill\ldots 12mo, &1\ 50\\ + +Bernadou's Smokeless Powder.---Nitro-cellulose, and Theory of\\ + +\nopagebreak +\indent\indent the Cellulose Molecule.\dotfill\ldots 12mo, &2\ 50\\ + +* Browning's Introduction to the Rarer Elements.\dotfill\ldots 8vo, &1\ 50\\ + +Brush and Penfield's Manual of Determinative Mineralogy.\dotfill\ldots +8vo, &4\ 00\\ + +* Claassen's Beet-sugar Manufacture. (Hall and Rolfe.)\dotfill\ldots + 8vo, &3\ 00\\ + +Classen's Quantitative Chemical Analysis by\\ + +\nopagebreak +\indent\indent Electrolysis. (Boltwood.)\dotfill\ldots 8vo, &3\ 00\\ + +Cohn's Indicators and Test-papers.\dotfill\ldots 12mo, &2\ 00\\ + +\nopagebreak +\indent Tests and Reagents.\dotfill\ldots 8vo, &3\ 00\\ + +Crafts's Short Course in Qualitative Chemical\\ + +\nopagebreak +\indent\indent Analysis. (Schaeffer.)\dotfill\ldots 12mo, &1\ 50\\ + +* Danneel's Electrochemistry. (Merriam.)\dotfill\ldots 12mo, & 1\ 25\\ + +Dolezalek's Theory of the Lead Accumulator (Storage Battery).\\ + +\nopagebreak +\indent (Von Ende.)\dotfill\ldots 12mo, &2\ 50\\ + +Drechsel's Chemical Reactions. (Merrill.)\dotfill\ldots 12mo, &1\ 25\\ + +Duhem's Thermodynamics and Chemistry. (Burgess.)\dotfill\ldots 8vo, &4\ 00\\ + +Eissler's Modern High Explosives.\dotfill\ldots 8vo, &4\ 00\\ + +Effront's Enzymes and their Applications. (Prescott.)\dotfill\ldots +8vo, &3\ 00\\ + +Erdmann's Introduction to Chemical +Preparations. (Dunlap.)\dotfill\ldots 12mo, &1\ 25\\ + +Fletcher's Practical Instructions in Quantitative Assaying with\\ + +\nopagebreak +\indent\indent the Blowpipe.\dotfill\ldots 12mo, morocco, &1\ 50\\ + +Fowler's Sewage Works Analyses.\dotfill\ldots 12mo, &2\ 00\\ + +Fresenius's Manual of Qualitative Chemical +Analysis. (Wells.)\dotfill\ldots 8vo, &5\ 00\\ + +\indent Manual of Qualitative Chemical Analysis. Part I.\\ + +\nopagebreak +\indent\indent Descriptive. (Wells.)\dotfill\ldots 8vo, &3\ 00\\ + +\indent System of Instruction in Quantitative Chemical Analysis. (Cohn.)\\ + +\nopagebreak +\indent\indent 2 vols.\dotfill\ldots 8vo, &12\ 50\\ + +Fuertes's Water and Public Health.\dotfill\ldots 12mo, &1\ 50\\ + +Furman's Manual of Practical Assaying.\dotfill\ldots 8vo, &3\ 00\\ + +* Getman's Exercises in Physical Chemistry.\dotfill\ldots 12mo, &2\ 00\\ + +Gill's Gas and Fuel Analysis for Engineers.\dotfill\ldots 12mo, &1\ 25\\ + +* Gooch and Browning's Outlines of Qualitative\\ + +\nopagebreak +\indent\indent Chemical Analysis.\dotfill\ldots Small 8vo, & 1\ 25\\ + +Grotenfelt's Principles of Modern Dairy +Practice. (Woll.)\dotfill\ldots 12mo, &2\ 00\\ + +Groth's Introduction to Chemical Crystallography +(Marshall)\dotfill\ldots 12mo, &1\ 25\\ + +Hammarsten's Text-book of Physiological +Chemistry. (Mandel.)\dotfill\ldots 8vo, &4\ 00\\ + +Helm's Principles of Mathematical Chemistry. (Morgan.)\dotfill\ldots +12mo, &1\ 50\\ + +Hering's Ready Reference Tables (Conversion Factors)\dotfill\ldots +16mo, morocco, &2\ 50\\ + +Hind's Inorganic Chemistry.\dotfill\ldots 8vo, &3\ 00\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Laboratory Manual for +Students.\dotfill\ldots 12mo, &1\ 00\\ + +Holleman's Text-book of Inorganic Chemistry. (Cooper.)\dotfill\ldots +8vo, &2\ 50\\ + +\nopagebreak +\indent Text-book of Organic Chemistry. (Walker and +Mott.)\dotfill\ldots 8vo, &2\ 50\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Laboratory Manual of Organic +Chemistry. (Walker.)\dotfill\ldots 12mo, &1\ 00\\ + +Hopkins's Oil-chemists' Handbook.\dotfill\ldots 8vo, &3\ 00\\ + +Iddings's Rock Minerals.\dotfill\ldots 8vo, & 5\ 00\\ + +Jackson's Directions for Laboratory Work in Physiological\\ + +\nopagebreak +\indent\indent Chemistry.\dotfill\ldots 8vo, &1\ 25\\ + +Keep's Cast Iron.\dotfill\ldots 8vo, &2\ 50\\ + +Ladd's Manual of Quantitative Chemical Analysis.\dotfill\ldots 12mo, +&1\ 00\\ + +Landauer's Spectrum Analysis. (Tingle.)\dotfill\ldots 8vo, &3\ 00\\ + +* Langworthy and Austen. The Occurrence of Aluminium in Vegetable\\ + +\nopagebreak +\indent\indent Products, Animal Products, and Natural +Waters.\dotfill\ldots 8vo, &2\ 00\\ + +Lassar-Cohn's Application of Some General Reactions to Investigations\\ + +\nopagebreak +\indent\indent in Organic Chemistry. (Tingle.)\dotfill\ldots 12mo, &1\ 00\\ + +Leach's The Inspection and Analysis of Food with Special Reference \\ + +\nopagebreak +\indent\indent to State Control.\dotfill\ldots 8vo, &7\ 50\\ + +L\"{o}b's Electrochemistry of Organic +Compounds. (Lorenz.)\dotfill\ldots 8vo, &3\ 00\\ + +%-----File: 245.png---Index 5-------- +Lodge's Notes on Assaying and Metallurgical Laboratory\\ + +\nopagebreak +\indent\indent Experiments.\dotfill\ldots 8vo, &3\ 00\\ + +Low's Technical Method of Ore Analysis.\dotfill\ldots 8vo, &3\ 00\\ + +Lunge's Techno-chemical Analysis. (Cohn.)\dotfill\ldots 12mo, &1\ 00\\ + +* McKay and Larsen's Principles and Practice of + Butter-making.\dotfill\ldots 8vo, &1\ 50\\ + +Mandel's Handbook for Bio-chemical Laboratory.\dotfill\ldots 12mo, &1\ 50\\ + +* Martin's Laboratory Guide to Qualitative Analysis with\\ + +\nopagebreak +\indent\indent the Blowpipe.\dotfill\ldots 12mo, &60\\ + +Mason's Water-supply. (Considered Principally from a Sanitary\\ + +\nopagebreak +\indent\indent Standpoint.) 3d Edition, Rewritten.\dotfill\ldots 8vo, +&4\ 00\\ + +\nopagebreak +\indent Examination of Water. (Chemical and +Bacteriological.)\dotfill\ldots 12mo, &1\ 25\\ + +Matthew's The Textile Fibres.\dotfill\ldots 8vo, &3\ 50\\ + +Meyer's Determination of Radicles in Carbon Compounds.\\ + +\nopagebreak +\indent\indent (Tingle.)\dotfill\ldots 12mo, &1\ 00\\ + +Miller's Manual of Assaying.\dotfill\ldots 12mo, &1\ 00\\ + +\nopagebreak +\indent Cyanide Process.\dotfill\ldots 12mo, &1\ 00\\ + +Minet's Production of Aluminum and its Industrial +Use. (Waldo.)\dotfill\ldots 12mo, &2\ 50\\ + +Mixter's Elementary Text-book of Chemistry.\dotfill\ldots 12mo, &1\ 50\\ + +Morgan's An Outline of the Theory of Solutions and its +Results.\dotfill\ldots 12mo, &1\ 00\\ + +\nopagebreak +\indent Elements of Physical Chemistry.\dotfill\ldots 12mo, &3\ 00\\ + +\nopagebreak +\indent * Physical Chemistry for Electrical Engineers.\dotfill\ldots +12mo, &1\ 50\\ + +Morse's Calculations used in Cane-sugar Factories.\dotfill\ldots 16mo, +morocco, &1\ 50\\ + +* Muir's History of Chemical Theories and Laws.\dotfill\ldots 8vo, & 4\ 00\\ + +Mulliken's General Method for the Identification of Pure\\ + +\nopagebreak +\indent\indent Organic Compounds. Vol.~I.\dotfill\ldots Large 8vo, &5\ 00\\ + +O'Brine's Laboratory Guide in Chemical Analysis.\dotfill\ldots 8vo, &2\ 00\\ + +O'Driscoll's Notes on the Treatment of Gold Ores.\dotfill\ldots 8vo, +&2\ 00\\ + +Ostwald's Conversations on Chemistry. Part +One. (Ramsey.)\dotfill\ldots 12mo, &1\ 50\\ + +\nopagebreak +\phantom{Ostw}\makebox[0pt]{``}\phantom{ald's +Conve}\makebox[0pt]{``}\phantom{rsations }\makebox[0pt]{\; +``}\phantom{on Chem}\makebox[0pt]{``}\phantom{istry.} Part +Two. (Turnbull.)..\dotfill 12mo, &2\ 00\\ + +* Pauli's Physical Chemistry in the Service of + Medicine. (Fischer.)\dotfill\ldots 12mo, & 1\ 25\\ + +* Penfield's Notes on Determinative Mineralogy and Record\\ + +\nopagebreak +\indent\indent of Mineral Tests.\dotfill\ldots 8vo, paper, &50\\ + +Pictet's The Alkaloids and their Chemical +Constitution. (Biddle.)\dotfill\ldots 8vo, &5\ 00\\ + +Pinner's Introduction to Organic Chemistry. (Austen.)\dotfill\ldots +12mo &1\ 50\\ + +Poole's Calorific Power of Fuels.\dotfill\ldots 8vo, &3\ 00\\ + +Prescott and Winslow's Elements of Water Bacteriology, with Special \\ + +\nopagebreak +\indent\indent Reference to Sanitary Water Analysis.\dotfill\ldots +12mo, &1\ 25\\ + +* Reisig's Guide to Piece-dyeing.\dotfill\ldots 8vo, &25\ 00\\ + +Richards and Woodman's Air, Water, and Food from\\ + +\nopagebreak +\indent\indent a Sanitary Standpoint.\dotfill\ldots 8vo, &2\ 00\\ + +Ricketts and Russell's Skeleton Notes upon Inorganic Chemistry.\\ + +\nopagebreak +\indent\indent (Part I\@. Non-metallic Elements.)\dotfill\ldots 8vo, +morocco, &75\\ + +Ricketts and Miller's Notes on Assaying.\dotfill\ldots 8vo, &3\ 00\\ + +Rideal's Sewage and the Bacterial Purification of +Sewage.\dotfill\ldots 8vo, &3\ 50\\ + +\nopagebreak +\indent Disinfection and the Preservation of Food.\dotfill\ldots 8vo, +&4\ 00\\ + +Riggs's Elementary Manual for the Chemical Laboratory.\dotfill\ldots +8vo, &1\ 25\\ + +Robine and Lenglen's Cyanide Industry. (Le Clerc.)\dotfill\ldots 8vo, +&4\ 00\\ + +Ruddiman's Incompatibilities in Prescriptions.\dotfill\ldots 8vo, &2\ 00\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Whys in Pharmacy.\dotfill\ldots +12mo,&1\ 00\\ + +Sabin's Industrial and Artistic Technology of Paints and +Varnish.\dotfill\ldots 8vo, &3\ 00\\ + +Salkowski's Physiological and Pathological +Chemistry. (Orndorff.)\dotfill\ldots 8vo, &2\ 50\\ + +Schimpf's Text-book of Volumetric Analysis.\dotfill\ldots 12mo,&2\ 50\\ + +\nopagebreak +\indent Essentials of Volumetric Analysis.\dotfill\ldots 12mo,&1\ 25\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Qualitative Chemical +Analysis.\dotfill\ldots 8vo, &1\ 25\\ + +Smith's Lecture Notes on Chemistry for Dental Students.\dotfill\ldots +8vo, &2\ 50\\ + +Spencer's Handbook for Chemists of Beet-sugar Houses.\dotfill\ldots +16mo, morocco, &3\ 00\\ + +\nopagebreak + +\indent Handbook for Cane Sugar Manufacturers.\dotfill\ldots 16mo, +morocco, &3\ 00\\ + +Stockbridge's Rocks and Soils.\dotfill\ldots 8vo, &2\ 50\\ + +* Tillman's Elementary Lessons in Heat.\dotfill\ldots 8vo, &1\ 50\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Descriptive General +Chemistry.\dotfill\ldots 8vo, &3\ 00\\ + +Treadwell's Qualitative Analysis. (Hall.)\dotfill\ldots 8vo, &3\ 00\\ + +\nopagebreak + +\indent Quantitative Analysis. (Hall.)\dotfill\ldots 8vo, &4\ 00\\ + +Turneaure and Russell's Public Water-supplies.\dotfill\ldots 8vo, &5\ 00\\ + +%-----File: 246.png---Index 6-------- + + +Van Deventer's Physical Chemistry for +Beginners. (Boltwood.)\dotfill\ldots 12mo, &1\ 50\\ + +* Walke's Lectures on Explosives.\dotfill\ldots 8vo, &4\ 00\\ + +Ware's Beet-sugar Manufacture and Refining.\dotfill\ldots Small 8vo, +cloth, &4\ 00\\ + +Washington's Manual of the Chemical Analysis of Rocks.\dotfill\ldots +8vo, &2\ 00\\ + +Weaver's Military Explosives.\dotfill\ldots 8vo, &3\ 00 \\ + +Wehrenfennig's Analysis and Softening of Boiler +Feed-Water.\dotfill\ldots 8vo, &4\ 00 \\ + +Wells's Laboratory Guide in Qualitative Chemical +Analysis.\dotfill\ldots 8vo, &1\ 50 \\ + +\nopagebreak + +\indent Short Course in Inorganic Qualitative Chemical Analysis for \\ + +\nopagebreak + +\indent\indent Engineering Students.\dotfill\ldots 12mo, &1\ 50 \\ + +\nopagebreak + +\indent Text-book of Chemical Arithmetic.\dotfill\ldots 12mo, &1\ 25 \\ + +Whipple's Microscopy of Drinking-water.\dotfill\ldots 8vo, &3\ 50 \\ + +Wilson's Cyanide Processes.\dotfill\ldots 12mo, &1\ 50 \\ + +\nopagebreak + +\indent Chlorination Process.\dotfill\ldots 12mo, &1\ 50 \\ + +Winton's Microscopy of Vegetable Foods.\dotfill\ldots 8vo, &7\ 50 \\ + +Wulling's Elementary Course in Inorganic, Pharmaceutical, and Medical \\ + +\nopagebreak + +\indent\indent Chemistry.\dotfill\ldots 12mo, &2\ 00 \\[3em] + + + +\multicolumn{2}{c}{\large CIVIL ENGINEERING.}\\[1em] + +\nopagebreak + +\multicolumn{2}{c}{BRIDGES AND ROOFS\@. HYDRAULICS\@. MATERIALS OF +ENGINEERING.}\\ + +\nopagebreak + +\multicolumn{2}{c}{RAILWAY ENGINEERING.}\\[1em] + +\nopagebreak + +Baker's Engineers' Surveying Instruments.\dotfill\ldots 12mo, &3\ 00\\ + +Bixby's Graphical Computing Table.\dotfill\ldots Paper $19\frac12 +\times 24\frac14$ inches &25 \\ + +Breed and Hosmer's Principles and Practice of Surveying.\dotfill\ldots +8vo, & 3\ 00\\ + +* Burr's Ancient and Modern Engineering and\\ + +\nopagebreak + +\indent\indent the Isthmian Canal.\dotfill\ldots 8vo, &3 50 \\ + +Comstock's Field Astronomy for Engineers.\dotfill\ldots 8vo, &2 50 \\ + +Crandall's Text-book on Geodesy and Least Squares.\dotfill\ldots 8vo, +& 3\ 00\\ + +Davis's Elevation and Stadia Tables.\dotfill\ldots 8vo, &1 00 \\ + +Elliott's Engineering for Land Drainage.\dotfill\ldots 12mo, &1 50 \\ + +\nopagebreak + +\indent Practical Farm Drainage.\dotfill\ldots 12mo, &1 00 \\ + +* Fiebeger's Treatise on Civil Engineering.\dotfill\ldots 8vo, &5 00 \\ + +Flemer's Phototopographic Methods and Instruments.\dotfill\ldots 8vo, +&5 00 \\ + +Folwell's Sewerage. (Designing and Maintenance.)\dotfill\ldots 8vo, &3 00 \\ + +Freitag's Architectural Engineering. 2d Edition, +Rewritten.\dotfill\ldots 8vo, &3 50 \\ + +French and Ives's Stereotomy.\dotfill\ldots 8vo, &2 50 \\ + +Goodhue's Municipal Improvements.\dotfill\ldots 12mo, &1 75 \\ + +Gore's Elements of Geodesy.\dotfill\ldots 8vo, &2 50 \\ + +Hayford's Text-book of Geodetic Astronomy.\dotfill\ldots 8vo, &3 00 \\ + +Hering's Ready Reference Tables (Conversion Factors)\dotfill\ldots +16mo, morocco, &2 50 \\ + +Howe's Retaining Walls for Earth.\dotfill\ldots 12mo, &1 25 \\ + +* Ives's Adjustments of the Engineer's Transit and + Level.\dotfill\ldots 16mo, Bds, &25 \\ + +Ives and Hilts's Problems in Surveying.\dotfill\ldots 16mo, morocco, +&1 50 \\ + +Johnson's (J.~B.) Theory and Practice of Surveying.\dotfill\ldots +Small 8vo, &4 00 \\ + +Johnson's (L.~J.) Statics by Algebraic and Graphic +Methods.\dotfill\ldots 8vo, &2 00\\ + +Laplace's Philosophical Essay on Probabilities (Truscott\\ + +\nopagebreak + +\indent\indent and Emory.)\dotfill\ldots 12mo, &2 00 \\ + +Mahan's Treatise on Civil Engineering. (1873.) (Wood.)\dotfill\ldots +8vo, &5 00 \\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Descriptive +Geometry.\dotfill\ldots 8vo, &1 50 \\ + +Merriman's Elements of Precise Surveying and Geodesy.\dotfill\ldots +8vo, &2 50 \\ + +Merriman and Brooks's Handbook for Surveyors.\dotfill\ldots 16mo, +morocco, &2 00 \\ + +Nugent's Plane Surveying.\dotfill\ldots 8vo, &3 50 \\ + +Ogden's Sewer Design.\dotfill\ldots 12mo, &2 00 \\ + +Parsons's Disposal of Municipal Refuse.\dotfill\ldots 8vo, &2 00 \\ + +Patton's Treatise on Civil Engineering.\dotfill\ldots 8vo half +leather, &7 50 \\ + +Reed's Topographical Drawing and Sketching.\dotfill\ldots 4to, &5 00 \\ + +Rideal's Sewage and the Bacterial Purification of +Sewage.\dotfill\ldots 8vo, &3 50 \\ + +Siebert and Biggin's Modern Stone-cutting and Masonry.\dotfill\ldots +8vo, &1 50 \\ + +%-----File: 247.png---Index 7-------- + + +Smith's Manual of Topographical Drawing. (McMillan.)\dotfill\ldots +8vo, &2 50 \\ + +Sondericker's Graphic Statics, with Applications to Trusses, Beams, \\ + +\nopagebreak + +\indent\indent and Arches.\dotfill\ldots 8vo, &2 00 \\ + +Taylor and Thompson's Treatise on Concrete, Plain and +Reinforced.\dotfill\ldots 8vo, & 5\ 00\\ + +* Trautwine's Civil Engineer's Pocket-book.\dotfill\ldots 16mo, + morocco, &5\ 00\\ + +Venable's Garbage Crematories in America.\dotfill\ldots 8vo, &2\ 00\\ + +Wait's Engineering and Architectural Jurisprudence.\dotfill\ldots 8vo, +&6\ 00\\ + +\nopagebreak + +\hfill Sheep, &6\ 50\\ + +\indent Law of Operations Preliminary to Construction in Engineering\\ + +\nopagebreak + +\indent\indent and Architecture.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak + +\hfill Sheep, &5\ 50\\ + +\indent Law of Contracts.\dotfill\ldots 8vo, &3\ 00\\ + +Warren's Stereotomy---Problems in Stone-cutting.\dotfill\ldots 8vo, +&2\ 50\\ + +Webb's Problems in the Use and Adjustment\\ + +\nopagebreak + +\indent\indent of Engineering Instruments.\dotfill\ldots 16mo, +morocco, &1\ 25\\ + +Wilson's Topographic Surveying.\dotfill\ldots 8vo, &3\ 50\\[2em] + + + +\multicolumn{2}{c}{BRIDGES AND ROOFS.}\\[1em] + +\nopagebreak + +Boller's Practical Treatise on the Construction of Iron\\ + +\nopagebreak + +\indent\indent Highway Bridges.\dotfill\ldots 8vo, &2\ 00\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Thames River +Bridge.\dotfill\ldots 4to, paper, &5\ 00\\ + +Burr's Course on the Stresses in Bridges and Roof Trusses, Arched Ribs,\\ + +\nopagebreak + +\indent\indent and Suspension Bridges.\dotfill\ldots 8vo, &3\ 50\\ + +Burr and Falk's Influence Lines for Bridge and Roof +Computations.\dotfill\ldots 8vo, &3\ 00\\ + +\nopagebreak + +\indent Design and Construction of Metallic Bridges.\dotfill\ldots +8vo, &5\ 00\\ + +Du Bois's Mechanics of Engineering. Vol.~II.\dotfill\ldots Small 4to, +&10\ 00\\ + +Foster's Treatise on Wooden Trestle Bridges.\dotfill\ldots 4to, &5\ 00\\ + +Fowler's Ordinary Foundations.\dotfill\ldots 8vo, &3\ 50\\ + +Greene's Roof Trusses.\dotfill\ldots 8vo, &1 25\\ + +\nopagebreak + +\indent Bridge Trusses.\dotfill\ldots 8vo, &2\ 50\\ + +\nopagebreak + +\indent Arches in Wood, Iron, and Stone.\dotfill\ldots 8vo, &2\ 50\\ + +Howe's Treatise on Arches.\dotfill\ldots 8vo, &4\ 00\\ + +\nopagebreak + +\indent Design of Simple Roof-trusses in Wood and Steel.\dotfill\ldots +8vo, &2\ 00\\ + +\nopagebreak + +\indent Symmetrical Masonry Arches.\dotfill\ldots 8vo, &2\ 50\\ + +Johnson, Bryan, and Turneaure's Theory and Practice in the Designing\\ + +\nopagebreak + +\indent\indent of Modern Framed Structures.\dotfill\ldots Small 4to, +&10\ 00\\ + +Merriman and Jacoby's Text-book on Roofs and Bridges:\\ + +\indent Part I\@. Stresses in Simple Trusses.\dotfill\ldots 8vo, &2\ 50\\ + +\indent Part II\@. Graphic Statics.\dotfill\ldots 8vo, &2\ 50\\ + +\indent Part III\@. Bridge Design.\dotfill\ldots 8vo, &2\ 50\\ + +\indent Part IV\@. Higher Structures.\dotfill\ldots 8vo, &2\ +50\\ +Morison's Memphis Bridge.\dotfill\ldots 4to, &10\ 00\\ + +Waddell's De Pontibus, a Pocket-book for Bridge\\ + +\nopagebreak + +\indent\indent Engineers.\dotfill\ldots 16mo, morocco, &2\ 00\\ + +\nopagebreak + +\indent * Specifications for Steel Bridges.\dotfill\ldots 12mo, &\ 50\\ + +Wright's Designing of Draw-spans. Two parts in one +volume.\dotfill\ldots 8vo, &3\ 50\\[2em] + + + +\multicolumn{2}{c}{HYDRAULICS.}\\[1em] + +\nopagebreak + +Barnes's Ice Formation.\dotfill\ldots 8vo, &3\ 00\\ + +Bazin's Experiments upon the Contraction of the Liquid Vein Issuing\\ + +\nopagebreak + +\indent\indent from an Orifice. (Trautwine.)\dotfill\ldots 8vo, &2\ 00\\ + +Bovey's Treatise on Hydraulics.\dotfill\ldots 8vo, &5\ 00\\ + +Church's Mechanics of Engineering.\dotfill\ldots 8vo, &6\ 00\\ + +\nopagebreak + +\indent Diagrams of Mean Velocity of Water in Open +Channels.\dotfill\ldots paper, &1\ 50\\ + +\nopagebreak + +\indent Hydraulic Motors.\dotfill\ldots 8vo, &2\ 00\\ + +Coffin's Graphical Solution of Hydraulic Problems.\dotfill\ldots 16mo, +morocco, &2\ 50\\ + +Flather's Dynamometers, and the Measurement of Power.\dotfill\ldots +12mo, &3\ 00\\ + +%-----File: 248.png---Index 8-------- + + +Folwell's Water-supply Engineering.\dotfill\ldots 8vo, &4\ 00\\ + +Frizell's Water-power.\dotfill\ldots 8vo, &5\ 00\\ + +Fuertes's Water and Public Health.\dotfill\ldots 12mo, &1\ 50\\ + +\nopagebreak + +\indent Water-filtration Works.\dotfill\ldots 12mo, &2\ 50\\ + +Ganguillet and Kutter's General Formula for the Uniform Flow of Water\\ + +\nopagebreak + +\indent\indent in Rivers and Other Channels. (Hering and +Trautwine.)\dotfill\ldots 8vo, &4\ 00\\ + +Hazen's Filtration of Public Water-supply.\dotfill\ldots 8vo, &3\ 00\\ + +Hazlehurst's Towers and Tanks for Water-works.\dotfill\ldots 8vo, &2\ 50\\ + +Herschel's 115 Experiments on the Carrying Capacity of Large, \\ + +\nopagebreak + +\indent\indent Riveted, Metal Conduits.\dotfill\ldots 8vo, &2\ 00\\ + +Mason's Water-supply. (Considered Principally from\\ + +\nopagebreak + +\indent\indent a Sanitary Standpoint.)\dotfill\ldots 8vo, &4\ 00\\ + +Merriman's Treatise on Hydraulics.\dotfill\ldots 8vo, &5\ 00\\ + +* Michie's Elements of Analytical Mechanics.\dotfill\ldots 8vo, &4\ 00\\ + +Schuyler's Reservoirs for Irrigation, Water-power, and Domestic\\ + +\nopagebreak + +\indent\indent Water-supply.\dotfill\ldots Large 8vo, &5\ 00\\ + +* Thomas and Watt's Improvement of Rivers.\dotfill\ldots 4to, &6\ 00\\ + +Turneaure and Russell's Public Water-supplies.\dotfill\ldots 8vo, &5\ 00\\ + +Wegmann's Design and Construction of Dams.\dotfill\ldots 4to, &5\ 00\\ + +\nopagebreak + +\indent Water-supply of the City of New York from 1658 to +1895.\dotfill\ldots 4to, &10\ 00\\ + +Whipple's Value of Pure Water.\dotfill\ldots Large 12mo, & 1\ 00\\ + +Williams and Hazen's Hydraulic Tables.\dotfill\ldots 8vo, &1\ 50\\ + +Wilson's Irrigation Engineering.\dotfill\ldots Small 8vo, &4\ 00\\ + +Wolff's Windmill as a Prime Mover.\dotfill\ldots 8vo, &3\ 00\\ + +Wood's Turbines.\dotfill\ldots 8vo, &2\ 50\\ + +\nopagebreak + +\indent Elements of Analytical Mechanics.\dotfill\ldots 8vo, &3\ 00\\[2em] + + + +\multicolumn{2}{c}{MATERIALS OF ENGINEERING.}\\[1em] + +\nopagebreak + +Baker's Treatise on Masonry Construction.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak + +\indent Roads and Pavements.\dotfill\ldots 8vo, &5\ 00\\ + +Black's United States Public Works.\dotfill\ldots Oblong 4to, &5\ 00\\ + +* Bovey's Strength of Materials and Theory of + Structures.\dotfill\ldots 8vo, &7\ 50\\ + +Burr's Elasticity and Resistance of the Materials of +Engineering.\dotfill\ldots 8vo, &7\ 50\\ + +Byrne's Highway Construction.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak + +\indent Inspection of the Materials and Workmanship Employed\\ + +\nopagebreak + +\indent\indent in Construction.\dotfill\ldots 16mo, &3\ 00\\ + +Church's Mechanics of Engineering.\dotfill\ldots 8vo, &6\ 00\\ + +Du Bois's Mechanics of Engineering. Vol.~I.\dotfill\ldots Small 4to, +&7\ 50\\ + +* Eckel's Cements, Limes, and Plasters.\dotfill\ldots 8vo, &6\ 00\\ + +Johnson's Materials of Construction.\dotfill\ldots Large 8vo, &6\ 00\\ + +Fowler's Ordinary Foundations.\dotfill\ldots 8vo, &3\ 50\\ + +Graves's Forest Mensuration.\dotfill\ldots 8vo, &4\ 00\\ + +* Greene's Structural Mechanics.\dotfill\ldots 8vo, &2\ 50\\ + +Keep's Cast Iron.\dotfill\ldots 8vo, &2\ 50\\ + +Lanza's Applied Mechanics.\dotfill\ldots 8vo, &7\ 50\\ + +Marten's Handbook on Testing Materials. (Henning.) 2 +vols.\dotfill\ldots 8vo, &7\ 50\\ + +Maurer's Technical Mechanics.\dotfill\ldots 8vo, &4\ 00\\ + +Merrill's Stones for Building and Decoration.\dotfill\ldots 8vo, &5\ 00\\ + +Merriman's Mechanics of Materials.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak + +\makebox[0pt]{\hspace{.5ex} *}\indent Strength of +Materials.\dotfill\ldots 12mo, &1\ 00\\ + +Metcalf's Steel. A Manual for Steel-users.\dotfill\ldots 12mo, &2\ 00\\ + +Patton's Practical Treatise on Foundations.\dotfill\ldots 8vo, &5\ 00\\ + +Richardson's Modern Asphalt Pavements.\dotfill\ldots 8vo, &3\ 00\\ + +Richey's Handbook for Superintendents of Construction.\dotfill\ldots +16mo, mor., &4\ 00\\ + +* Ries's Clays: Their Occurrence, Properties, and Uses.\dotfill\ldots + 8vo, &5\ 00\\ + +Rockwell's Roads and Pavements in France.\dotfill\ldots 12mo, &11\ 25\\ + +%-----File: 249.png---Index 9-------- + + +Sabin's Industrial and Artistic Technology of Paints and +Varnish.\dotfill\ldots 8vo, &3\ 00\\ + +Smith's Materials of Machines.\dotfill\ldots 12mo, &1\ 00\\ + +Snow's Principal Species of Wood.\dotfill\ldots 8vo, &3\ 50\\ + +Spalding's Hydraulic Cement.\dotfill\ldots 12mo, &2\ 00\\ + +\nopagebreak + +\indent Text-book on Roads and Pavements.\dotfill\ldots 12mo, &2\ 00\\ + +Taylor and Thompson's Treatise on Concrete, Plain and +Reinforced.\dotfill\ldots 8vo, &5\ 00\\ + +Thurston's Materials of Engineering. 3 Parts.\dotfill\ldots 8vo, &8\ 00\\ + +\nopagebreak + +\indent Part I.\quad Non-metallic Materials of Engineering and +Metallurgy.\dotfill\ldots 8vo, &2\ 00\\ + +\nopagebreak + +\indent Part II.\quad Iron and Steel.\dotfill\ldots 8vo, &3\ 50\\ + +\nopagebreak + +\indent Part III.\quad A Treatise on Brasses, Bronzes, and Other +Alloys and\\ + +\nopagebreak + +\indent\indent their Constituents.\dotfill\ldots 8vo, &2\ 50\\ + +Tillson's Street Pavements and Paving Materials.\dotfill\ldots 8vo, &4\ 00\\ + +Waddell's De Pontibus (A Pocket-book for\\ + +\nopagebreak + +\indent\indent Bridge Engineers.)\dotfill\ldots 16mo, mor., &2\ 00\\ + +\nopagebreak + +\indent Specifications for Steel Bridges.\dotfill\ldots 12mo, &1\ 25\\ + +Wood's (De V.) Treatise on the Resistance of Materials, and an Appendix\\ + +\nopagebreak + +\indent\indent on the Preservation of Timber.\dotfill\ldots 8vo, &2\ 00\\ + +Wood's (De V.) Elements of Analytical Mechanics.\dotfill\ldots 8vo, &3\ 00\\ + +Wood's (M.~P.) Rustless Coatings: Corrosion and Electrolysis of Iron\\ + +\nopagebreak + +\indent\indent and Steel.\dotfill\ldots 8vo, &4\ 00\\[2em] + + + +\multicolumn{2}{c}{RAILWAY ENGINEERING.}\\[1em] + +\nopagebreak + +Andrew's Handbook for Street Railway Engineers.\dotfill\ldots $3\times +5$ inches, morocco, &1\ 25\\ + +Berg's Buildings and Structures of American Railroads.\dotfill\ldots +4to, &5\ 00\\ + +Brook's Handbook of Street Railroad Location.\dotfill\ldots 16mo, +morocco, &1\ 50\\ + +Butt's Civil Engineer's Field-book.\dotfill\ldots 16mo, morocco, &2\ 50\\ + +Crandall's Transition Curve.\dotfill\ldots 16mo, morocco, &1\ 50\\ + +\nopagebreak + +\indent Railway and Other Earthwork Tables.\dotfill\ldots 8vo, &1\ 50\\ + +Dawson's ``Engineering'' and Electric Traction\\ + +\nopagebreak + +\indent\indent Pocket-book.\dotfill\ldots 16mo, morocco, &5\ 00\\ + +Dredge's History ol the Pennsylvania Railroad: (1879)\dotfill\ldots +Paper, &5\ 00\\ + +Fisher's Table of Cubic Yards.\dotfill\ldots Cardboard, &\ 25\\ + +Godwin's Railroad Engineers' Field-book\\ + +\nopagebreak + +\indent\indent and Explorers' Guide.\dotfill\ldots 16mo, mor., &2\ 50\\ + +Hudson's Tables for Calculating the Cubic Contents of Excavations\\ + +\nopagebreak + +\indent\indent and Embankments.\dotfill\ldots 8vo, &1\ 00\\ + +Molitor and Beard's Manual for Resident Engineers.\dotfill\ldots 16mo, +&1\ 00\\ + +Nagle's Field Manual for Railroad Engineers.\dotfill\ldots 16mo, +morocco, &3\ 00\\ + +Philbrick's Field Manual for Engineers.\dotfill\ldots 16mo, morocco, +&3\ 00\\ + +Searles's Field Engineering.\dotfill\ldots 16mo, morocco, &3\ 00\\ + +\nopagebreak + +\indent Railroad Spiral.\dotfill\ldots 16mo, morocco, &1\ 50\\ + +Taylor's Prismoidal Formul\ae{} and Earthwork.\dotfill\ldots 8vo, &1\ 50\\ + +* Trautwine's Method of Calculating the Cube Contents of Excavations\\ + +\nopagebreak + +\indent\indent and Embankments by the Aid of Diagrams.\dotfill\ldots +8vo, &2\ 00\\ + +\indent The Field Practice of Laying Out Circular Curves\\ + +\nopagebreak + +\indent\indent for Railroads.\dotfill\ldots 12mo, morocco, &2\ 50\\ + +\indent Cross-section Sheet.\dotfill\ldots Paper, &\ 25\\ + +Webb's Railroad Construction.\dotfill\ldots 16mo, morocco, &5\ 00\\ + +\indent Economics of Railroad Construction.\dotfill\ldots Large 12mo, +&2\ 50\\ + +Wellington's Economic Theory of the Location of +Railways.\dotfill\ldots Small 8vo, &5\ 00\\[3em] + + + +\multicolumn{2}{c}{\large DRAWING.}\\[1em] + +\nopagebreak + +Barr's Kinematics of Machinery.\dotfill\ldots 8vo, &2\ 50\\ + +* Bartlett's Mechanical Drawing.\dotfill\ldots 8vo, &3\ 00\\ + +* \phantom{Bart}\makebox[0pt]{``}\phantom{lett's + Mech}\makebox[0pt]{``}\phantom{anical + Dra}\makebox[0pt]{``}\phantom{wing } Abridged Ed.\dotfill\ldots 8vo, + &1\ 50\\ + +Coolidge's Manual of Drawing.\dotfill\ldots 8vo, paper, &1\ 00\\ + +%-----File: 250.png---Index 10------- + + +Coolidge and Freeman's Elements of General Drafting\\ + +\nopagebreak + +\indent\indent for Mechanical Engineers.\dotfill\ldots Oblong 4to, &2\ 50\\ + +Durley's Kinematics of Machines.\dotfill\ldots 8vo, &4\ 00\\ + +Emch's Introduction to Projective Geometry and its +Applications.\dotfill\ldots 8vo, &2\ 50\\ + +Hill's Text-book on Shades and Shadows, and Perspective.\dotfill\ldots +8vo, &2\ 00\\ + +Jamison's Elements of Mechanical Drawing.\dotfill\ldots 8vo, &2\ 50\\ + +\nopagebreak + +\indent Advanced Mechanical Drawing.\dotfill\ldots 8vo, &2\ 00\\ + +Jones's Machine Design:\\ + +\nopagebreak + +\indent Part I.\quad Kinematics of Machinery.\dotfill\ldots 8vo, &1\ 50\\ + +\nopagebreak + +\indent Part II.\quad Form, Strength, and Proportions of +Parts.\dotfill\ldots 8vo, &3\ 00\\ + +MacCord's Elements of Descriptive Geometry.\dotfill\ldots 8vo, &3\ 00\\ + +\nopagebreak + +\indent Kinematics; or, Practical Mechanism.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak + +\indent Mechanical Drawing.\dotfill\ldots 4to, &4\ 00\\ + +\nopagebreak + +\indent Velocity Diagrams.\dotfill\ldots 8vo, &1\ 50\\ + +MacLeod's Descriptive Geometry.\dotfill\ldots Small 8vo, &1\ 50\\ + +* Mahan's Descriptive Geometry and Stone-cutting.\dotfill\ldots 8vo, + &1\ 50\\ + +\nopagebreak + +\indent Industrial Drawing. (Thompson.)\dotfill 8vo, &3\ 50\\ + +Moyer's Descriptive Geometry.\dotfill\ldots 8vo, &2\ 00\\ + +Reed's Topographical Drawing and Sketching.\dotfill\ldots 4to, &5\ 00\\ + +Reid's Course in Mechanical Drawing.\dotfill\ldots 8vo, &2\ 00\\ + +\nopagebreak + +\indent Text-book of Mechanical Drawing and Elementary\\ + +\nopagebreak + +\indent\indent Machine Design.\dotfill\ldots 8vo, &3\ 00\\ + +Robinson's Principles of Mechanism.\dotfill\ldots 8vo, &3\ 00\\ + +Schwamb and Merrill's Elements of Mechanism.\dotfill\ldots 8vo, &3\ 00\\ + +Smith's (R.~S.) Manual of Topographical Drawing. (McMillan.)\dotfill +8vo, &2\ 50\\ + +Smith (A.~W.) and Marx's Machine Design.\dotfill\ldots 8vo, &3\ 00\\ + +* Titsworth's Elements of Mechanical Drawing.\dotfill\ldots Oblong + 8vo, &1\ 25\\ + +Warren's Elements of Plane and Solid Free-hand Geometrical\\ + +\nopagebreak + +\indent\indent Drawing.\dotfill\ldots 12mo, &1\ 00\\ + +\indent Drafting Instruments and Operations.\dotfill\ldots 12mo, &1\ 25\\ + +\indent Manual of Elementary Projection Drawing.\dotfill\ldots 12mo, +&1\ 50\\ + +\indent Manual of Elementary Problems in the Linear Perspective of Form\\ + +\nopagebreak + +\indent\indent and Shadow.\dotfill\ldots 12mo, &1\ 00\\ + +\indent Plane Problems in Elementary Geometry.\dotfill\ldots 12mo, &1\ 25\\ + +\indent Primary Geometry.\dotfill\ldots 12mo, &\ 75\\ + +\indent Elements of Descriptive Geometry, Shadows, and +Perspective.\dotfill\ldots 8vo, &3\ 50\\ + +\indent General Problems of Shades and Shadows.\dotfill\ldots 8vo, &3\ 00\\ + +\indent Elements of Machine Construction and Drawing.\dotfill\ldots +8vo, &7\ 50\\ + +\indent Problems, Theorems, and Examples in Descriptive +Geometry.\dotfill\ldots 8vo, &2\ 50\\ + +Weisbach's Kinematics and Power of Transmission. (Hermann\\ + +\nopagebreak + +\indent\indent and Klein.)\dotfill\ldots 8vo, &5\ 00\\ + +Whelpley's Practical Instruction in the Art of Letter +Engraving.\dotfill\ldots 12mo, &2\ 00\\ + +Wilson's (H.~M.) Topographic Surveying.\dotfill\ldots 8vo, &3\ 50\\ + +Wilson's (V.~T.) Free-hand Perspective.\dotfill\ldots 8vo, &2\ 50\\ + +Wilson's (V.~T.) Free-hand Lettering.\dotfill\ldots 8vo, &1\ 00\\ + +Woolf's Elementary Course in Descriptive Geometry.\dotfill\ldots Large +8vo, &3\ 00\\[3em] + + + +\multicolumn{2}{c}{\large ELECTRICITY AND PHYSICS.}\\[1em] + +\nopagebreak + +* Abegg's Theory of Electrolytic Dissociation. (Von + Ende.)\dotfill\ldots 12mo, & 1\ 25 \\ + +Anthony and Brackett's Text-book of Physics. (Magie.)\dotfill Small +8vo, &3\ 00\\ + +Anthony's Lecture-notes on the Theory of Electrical\\ + +\nopagebreak + +\indent\indent Measurements.\dotfill\ldots 12mo, &1\ 00\\ + +Benjamin's History of Electricity.\dotfill\ldots 8vo, &3\ 00\\ + +\nopagebreak + +\indent Voltaic Cell.\dotfill\ldots 8vo, &3\ 00\\ + +Classen's Quantitative Chemical Analysis\\ + +\nopagebreak + +\indent\indent by Electrolysis. (Boltwood.)\dotfill 8vo, &3\ 00\\ + +* Collins's Manual of Wireless Telegraphy.\dotfill\ldots 12mo, &1\ 50\\ + +\nopagebreak + +\hfill Morocco, &2\ 00\\ + +Crehore and Squier's Polarizing Photo-chronograph.\dotfill\ldots 8vo, +&3\ 00\\ + +* Danneel's Electrochemistry. (Merriam.)\dotfill\ldots 12mo, & 1\ 25 \\ + +Dawson's ``Engineering'' and Electric Traction\\ + +\nopagebreak + +\indent\indent Pocket-book.\dotfill\ldots 16mo, morocco, &5\ 00\\ + +%-----File: 251.png---Index 11------- + + +Dolezalek's Theory of the Lead Accumulator (Storage Battery).\\ + +\nopagebreak + +\indent\indent (Von Ende.)\dotfill\ldots 12mo, &2 50\\ + +Duhem's Thermodynamics and Chemistry. (Burgess.)\dotfill\ldots 8vo, &4\ 00\\ + +Flather's Dynamometers, and the Measurement of Power.\dotfill\ldots +12mo, &3\ 00\\ + +Gilbert's De Magnete. (Mottelay.)\dotfill\ldots 8vo, &2\ 50\\ + +Hanchett's Alternating Currents Explained.\dotfill\ldots 12mo, &1\ 00\\ + +Hering's Ready Reference Tables (Conversion Factors)\dotfill\ldots +16mo, morocco, &2\ 50\\ + +Holman's Precision of Measurements.\dotfill\ldots 8vo, &2\ 00\\ + +\nopagebreak + +\indent Telescopic Mirror-scale Method, Adjustments, and +Tests.\dotfill\ldots Large 8vo, & 75\\ + +Kinzbrunner's Testing of Continuous-current Machines.\dotfill\ldots +8vo, &2\ 00\\ + +Landauer's Spectrum Analysis. (Tingle.)\dotfill\ldots 8vo, &3\ 00\\ + +Le Chatelier's High-temperature Measurements.\\ + +\nopagebreak + +\indent\indent (Boudouard---Burgess.)\dotfill\ldots 12mo, &3\ 00\\ + +L\"ob's Electrochemistry of Organic Compounds. (Lorenz.)\dotfill\ldots +8vo, &3 00\\ + +* Lyons's Treatise on Electromagnetic Phenomena. Vols.~I.\\ + +\nopagebreak + +\indent\indent and II.\dotfill\ldots 8vo, each, &6\ 00\\ + +* Michie's Elements of Wave Motion Relating to Sound and + Light.\dotfill\ldots 8vo, &4\ 00\\ + +Niaudet's Elementary Treatise on Electric +Batteries. (Fishback.)\dotfill\ldots 12mo, &\ 50\\ + +* Parshall and Hobart's Electric Machine Design.\dotfill\ldots 4to, + half morocco, &12\ 50\\ + +Reagan's Locomotives: Simple, Compound, and Electric.\\ + +\nopagebreak + +\indent\indent New Edition.\dotfill\ldots Large 12mo, &2 50\\ + +* Rosenberg's Electrical Engineering. (Haldane + Gee---Kinzbrunner.)\dotfill\ldots 8vo, &1\ 50\\ + +Ryan, Norris, and Hoxie's Electrical Machinery. Vol.~I.\dotfill\ldots +8vo, &2\ 50\\ + +Thurston's Stationary Steam-engines.\dotfill\ldots 8vo, &2\ 50\\ + +* Tillman's Elementary Lessons in Heat.\dotfill\ldots 8vo, &1\ 50\\ + +Tory and Pitcher's Manual of Laboratory Physics.\dotfill\ldots Small +8vo, &2\ 00\\ + +Ulke's Modern Electrolytic Copper Refining.\dotfill\ldots 8vo, &3\ 00\\[3em] + + + +\multicolumn{2}{c}{\large LAW.}\\[1em] + +\nopagebreak + +* Davis's Elements of Law.\dotfill\ldots 8vo, &2\ 50\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Treatise on the Military Law of +United States.\dotfill\ldots 8vo, &7 00\\ + +\nopagebreak + +*\hfill Sheep, &7\ 50\\ + +* Dudley's Military Law and the Procedure\\ + +\nopagebreak + +\indent\indent of Courts-martial.\dotfill\ldots Large 12mo, & 2\ 50\\ + +Manual for Courts-martial.\dotfill\ldots 16mo, morocco, &1\ 50\\ + +Wait's Engineering and Architectural Jurisprudence.\dotfill\ldots 8vo, +&6 00\\ + +\nopagebreak + +\hfill Sheep, &6\ 50\\ + +\indent Law of Operations Preliminary to Construction in Engineering\\ + +\nopagebreak + +\indent\indent and Architecture.\dotfill\ldots 8vo, &5\ 00\\ + +\nopagebreak + +\hfill Sheep, &5\ 50\\ + +\indent Law of Contracts.\dotfill\ldots 8vo, &3\ 00\\ + +Winthrop's Abridgment of Military Law.\dotfill\ldots 12mo, &2\ 50\\[3em] + + + +\multicolumn{2}{c}{\large MANUFACTURES.}\\[1em] + +\nopagebreak + +Bernadou's Smokeless Powder---Nitro-cellulose and Theory of\\ + +\nopagebreak + +\indent\indent the Cellulose Molecule.\dotfill\ldots 12mo, &2\ 50\\ + +Bolland's Iron Founder.\dotfill\ldots 12mo, &2\ 50\\ + +\nopagebreak + +\indent \correction{``}{}The Iron Founder,'' Supplement.\dotfill\ldots 12mo, &2\ 50\\ + +\indent Encyclopedia of Founding and Dictionary of Foundry Terms Used\\ + +\nopagebreak + +\indent\indent in the Practice of Moulding.\dotfill\ldots 12mo, &3\ 00\\ + +* Claassen's Beet-sugar Manufacture. (Hall and Rolfe.)\dotfill\ldots + 8vo, &3\ 00\\ + +* Eckel's Cements, Limes, and Plasters.\dotfill\ldots 8vo, &6\ 00\\ + +Eissler's Modern High Explosives.\dotfill\ldots 8vo, &4\ 00\\ + +Effront's Enzymes and their Applications. (Prescott.)\dotfill\ldots +8vo, &3\ 00\\ + +Fitzgerald's Boston Machinist.\dotfill\ldots 12mo, &1\ 00\\ + +Ford's Boiler Making for Boiler Makers.\dotfill\ldots 18mo, &1\ 00\\ + +Hopkin's Oil-chemists' Handbook.\dotfill\ldots 8vo, &3\ 00\\ + +Keep's Cast Iron.\dotfill\ldots 8vo, &2\ 50\\ + +%-----File: 252.png---Index 12------- + + +Leach's The Inspection and Analysis of Food with Special Reference\\ + +\nopagebreak + +\indent\indent to State Control.\dotfill\ldots Large 8vo, &7\ 50\\ + +* McKay and Larsen's Principles and Practice of + Butter-making.\dotfill\ldots 8vo, &1\ 50\\ + +Matthews's The Textile Fibres.\dotfill\ldots 8vo, &3\ 50\\ + +Metcalf's Steel. A Manual for Steel-users.\dotfill\ldots 12mo, &2\ 00\\ + +Metcalfe's Cost of Manufactures---And the Administration\\ + +\nopagebreak + +\indent\indent of Workshops.\dotfill\ldots 8vo, &5\ 00\\ + +Meyer's Modern Locomotive Construction.\dotfill\ldots 4to, &10\ 00\\ + +Morse's Calculations used in Cane-sugar Factories.\dotfill\ldots 16mo, +morocco, &1\ 50\\ + +* Reisig's Guide to Piece-dyeing.\dotfill\ldots 8vo, &25\ 00\\ + +Rice's Concrete-block Manufacture.\dotfill\ldots 8vo, &2\ 00\\ + +Sabin's Industrial and Artistic Technology of Paints and +Varnish.\dotfill\ldots 8vo, &3\ 00\\ + +Smith's Press-working of Metals.\dotfill\ldots 8vo, &3\ 00\\ + +Spalding's Hydraulic Cement.\dotfill\ldots 12mo, &2\ 00\\ + +Spencer's Handbook for Chemists of Beet-sugar Houses.\dotfill\ldots +16mo, morocco, &3\ 00\\ + +\nopagebreak + +\indent Handbook for Cane Sugar Manufacturers.\dotfill\ldots 16mo, +morocco, &3\ 00\\ + +Taylor and Thompson's Treatise on Concrete, Plain and +Reinforced.\dotfill\ldots 8vo, &5\ 00\\ + +Thurston's Manual of Steam-boilers, their Designs, Construction\\ + +\nopagebreak + +\indent\indent and Operation.\dotfill\ldots 8vo, &5\ 00\\ + +* Walke's Lectures on Explosives.\dotfill\ldots 8vo, &4\ 00\\ + +Ware's Beet-sugar Manufacture and Refining.\dotfill\ldots Small 8vo, +&4\ 00\\ + +Weaver's Military Explosives.\dotfill\ldots 8vo, &3\ 00\\ + +West's American Foundry Practice.\dotfill\ldots 12mo, &2\ 50\\ + +\nopagebreak + +\indent Moulder's Text-book.\dotfill\ldots 12mo, &2\ 50\\ + +Wolff's Windmill as a Prime Mover.\dotfill\ldots 8vo, &3\ 00\\ + +Wood's Rustless Coatings: Corrosion and Electrolysis of Iron\\ + +\nopagebreak + +\indent\indent and Steel.\dotfill\ldots 8vo, &4\ 00\\[3em] + + + +\multicolumn{2}{c}{\large MATHEMATICS.}\\[1em] + +\nopagebreak + +Baker's Elliptic Functions.\dotfill\ldots 8vo, &1\ 50\\ + +* Bass's Elements of Differential Calculus.\dotfill\ldots 12mo, &4\ 00\\ + +Briggs's Elements of Plane Analytic Geometry.\dotfill\ldots 12mo, &1\ 00\\ + +Compton's Manual of Logarithmic Computations.\dotfill\ldots 12mo, &1\ 50\\ + +Davis's Introduction to the Logic of Algebra.\dotfill\ldots 8vo, &1\ 50\\ + +* Dickson's College Algebra.\dotfill\ldots Large 12mo, &1\ 50\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Introduction to the Theory of +Algebraic Equations.\dotfill\ldots Large 12mo, &1\ 25\\ + +Emch's Introduction to Projective Geometry and its +Applications.\dotfill\ldots 8vo, &2\ 50\\ + +Halsted's Elements of Geometry.\dotfill\ldots 8vo, &1\ 75\\ + +\nopagebreak + +\indent Elementary Synthetic Geometry.\dotfill\ldots 8vo, &1\ 50\\ + +\nopagebreak + +\indent Rational Geometry.\dotfill\ldots 12mo, &1 75\\ + +* Johnson's (J.~B.) Three-place Logarithmic Tables:\\ + +\nopagebreak + +\indent\indent Vest-pocket size.\dotfill\ldots paper, &\ 15\\ + +\nopagebreak + + \hfill 100 copies for &5\ 00\\ + +\nopagebreak + +*\hfill Mounted on heavy cardboard, $8\times10$ inches, &\ 25\\ + +\nopagebreak + + \hfill 10 copies for &2\ 00\\ + +Johnson's (W.~W.) Elementary Treatise on Differential\\ + +\nopagebreak + +\indent\indent Calculus.\dotfill\ldots Small 8vo, &3\ 00\\ + +\nopagebreak + +\indent Elementary Treatise on the Integral Calculus.\dotfill\ldots +Small 8vo, &1\ 50\\ + +Johnson's (W.~W.) Curve Tracing in Cartesian +Co-ordinates.\dotfill\ldots 12mo, &1\ 00\\ + +Johnson's (W.~W.) Treatise on Ordinary and Partial Differential\\ + +\nopagebreak + +\indent\indent Equations.\dotfill\ldots Small 8vo, &3\ 50\\ + +Johnson's (W.~W.) Theory of Errors and the Method of\\ + +\nopagebreak + +\indent\indent Least Squares.\dotfill\ldots 12mo, &1\ 50\\ + +* Johnson's (W.~W.) Theoretical Mechanics,.\dotfill\ldots 12mo, &3\ 00\\ + +Laplace's Philosophical Essay on Probabilities. (Truscott\\ + +\nopagebreak + +\indent\indent and Emory.)\dotfill\ldots 12mo, &2\ 00\\ + +* Ludlow and Bass. Elements of Trigonometry and Logarithmic\\ + +\nopagebreak + +\indent\indent and Other Tables.\dotfill\ldots 8vo, &3\ 00\\ + +\nopagebreak + +\indent Trigonometry and Tables published separately.\dotfill\ldots +Each, &2\ 00\\ + +* Ludlow's Logarithmic and Trigonometric Tables.\dotfill\ldots 8vo, &1\ 00\\ + +Manning's Irrational Numbers and their Representation by Sequences\\ + +\nopagebreak + +\indent\indent and Series.\dotfill\ldots 12mo &1\ 25\\ + +%-----File: 253.png---Index 13------- + + +Mathematical Monographs. Edited by Mansfield Merriman and Robert \\ + +\indent\indent S.~Woodward.\dotfill\ldots Octavo, each &1\ 00\\ + +\indent + +\begin{minipage}{.8\textwidth} + +No.~1. History of Modern Mathematics, by David Eugene Smith.\quad + +No.~2. Synthetic Projective Geometry, by George Bruce Halsted.\quad + +No.~3. Determinants, by Laenas Gifford Weld.\quad No.~4. Hyperbolic + +Functions, by James McMahon.\quad No.~5. Harmonic Functions, + +by William E. Byerly.\quad No.~6. Grassmann's Space Analysis, + +by Edward W. Hyde.\quad No.~7. Probability and Theory of Errors, + +by Robert S. Woodward.\quad No.~8. Vector Analysis and Quaternions, + +by Alexander Macfarlane.\quad No.~9. Differential Equations, by + +William Woolsey Johnson.\quad No.~10. The Solution of Equations, + +by Mansfield Merriman.\quad No.~11. Functions of a Complex Variable, + +by Thomas S. Fiske. + +\end{minipage}\\ + +Maurer's Technical Mechanics.\dotfill\ldots 8vo, &4\ 00\\ + +Merriman's Method of Least Squares.\dotfill\ldots 8vo, &2\ 00\\ + +Rice and Johnson's Elementary Treatise on the Differential\\ + +\nopagebreak + +\indent\indent Calculus.\dotfill\ldots Sm. 8vo, &3\ 00\\ + +\indent Differential and Integral Calculus. 2 vols.\ in +one.\dotfill\ldots Small 8vo, &2\ 50\\ + +* Veblen and Lennes's Introduction to the Real Infinitesimal Analysis\\ + +\indent\indent of One Variable.\dotfill\ldots 8vo, & 2\ 00\\ + +Wood's Elements of Co-ordinate Geometry.\dotfill\ldots 8vo, &2\ 00\\ + +\indent Trigonometry: Analytical, Plane, and Spherical.\dotfill\ldots +12mo, &1\ 00\\[3em] + + + +\multicolumn{2}{c}{\large MECHANICAL ENGINEERING.}\\[1em] + +\nopagebreak + +\multicolumn{2}{c}{MATERIALS OF ENGINEERING, STEAM-ENGINES AND BOILERS.}\\[1em] + +\nopagebreak + +Bacon's Forge Practice.\dotfill\ldots 12mo, &1\ 50\\ + +Baldwin's Steam Heating for Buildings.\dotfill\ldots 12mo, &2\ 50\\ + +Barr's Kinematics of Machinery.\dotfill\ldots 8vo, &2\ 50\\ + +* Bartlett's Mechanical Drawing.\dotfill\ldots 8vo, &3\ 00\\ + +* \phantom{Bart}\makebox[0pt]{``}\phantom{lett's + Mech}\makebox[0pt]{``}\phantom{anical + Dra}\makebox[0pt]{``}\phantom{wing } Abridged Ed.\dotfill\ldots 8vo, + &1\ 50\\ + +Benjamin's Wrinkles and Recipes.\dotfill\ldots 12mo, &2\ 00\\ + +Carpenter's Experimental Engineering.\dotfill\ldots 8vo, &6\ 00\\ + +\indent Heating and Ventilating Buildings.\dotfill\ldots 8vo, &4\ 00\\ + +Clerk's Gas and Oil Engine.\dotfill\ldots Small 8vo, &4\ 00\\ + +Coolidge's Manual of Drawing.\dotfill\ldots 8vo, paper, &1\ 00\\ + +Coolidge and Freeman's Elements of General Drafting\\ + +\indent\indent for Mechanical Engineers.\dotfill\ldots Oblong 4to, &2\ 50\\ + +Cromwell's Treatise on Toothed Gearing.\dotfill\ldots 12mo, &1\ 50\\ + +\indent Treatise on Belts and Pulleys.\dotfill\ldots 12mo, &1\ 50\\ + +Durley's Kinematics of Machines.\dotfill\ldots 8vo, &4\ 00\\ + +Flather's Dynamometers and the Measurement of Power.\dotfill\ldots +12mo, &3\ 00\\ + +\indent Rope Driving.\dotfill\ldots 12mo, &2\ 00\\ + +Gill's Gas and Fuel Analysis for Engineers.\dotfill\ldots 12mo, &1\ 25\\ + +Hall's Car Lubrication.\dotfill\ldots 12mo, &1\ 00\\ + +Hering's Ready Reference Tables (Conversion Factors)\dotfill\ldots +16mo, morocco, &2\ 50\\ + +Hutton's The Gas Engine.\dotfill\ldots 8vo, &5\ 00\\ + +Jamison's Mechanical Drawing.\dotfill\ldots 8vo, &2 50\\ + +Jones's Machine Design:\\ + +\indent Part I.\quad Kinematics of Machinery.\dotfill\ldots 8vo, &1\ +50\\ + +\indent Part II.\quad Form, Strength, and Proportions of +Parts.\dotfill\ldots 8vo, &3\ 00\\ + +Kent's Mechanical Engineers' Pocket-book.\dotfill\ldots 16mo, morocco, +&5\ 00\\ + +Kerr's Power and Power Transmission.\dotfill\ldots 8vo, &2\ 00\\ + +Leonard's Machine Shop, Tools, and Methods.\dotfill\ldots 8vo, &4\ 00\\ + +* Lorenz's Modern Refrigerating Machinery. (Pope, Haven,\\ + +\indent\indent and Dean.)\dotfill\ldots 8vo, &4\ 00\\ + +MacCord's Kinematics; or Practical Mechanism.\dotfill\ldots 8vo, &5\ 00\\ + +\indent Mechanical Drawing.\dotfill\ldots 4to, &4\ 00\\ + +\indent Velocity Diagrams.\dotfill\ldots 8vo, &1\ 50\\ + +%-----File: 254.png---Index 14------- + + +MacFarland's Standard Reduction Factors for Gases.\dotfill\ldots 8vo, +&1\ 50\\ + +Mahan's Industrial Drawing. (Thompson.)\dotfill\ldots 8vo, &3\ 50\\ + +Poole's Calorific Power of Fuels.\dotfill\ldots 8vo, &3\ 00\\ + +Reid's Course in Mechanical Drawing.\dotfill\ldots 8vo, &2\ 00\\ + +\indent Text-book of Mechanical Drawing and Elementary\\ + +\nopagebreak + +\indent\indent Machine Design.\dotfill\ldots 8vo, &3\ 00\\ + +Richard's Compressed Air.\dotfill\ldots 12mo, &1 50\\ + +Robinson's Principles of Mechanism.\dotfill\ldots 8vo, &3\ 00\\ + +Schwamb and Merrill's Elements of Mechanism.\dotfill\ldots 8vo, &3\ 00\\ + +Smith's (O.) Press-working of Metals.\dotfill\ldots 8vo, &3\ 00\\ + +Smith (A.~W.) and Marx's Machine Design.\dotfill\ldots 8vo, &3\ 00\\ + +Thurston's Treatise on Friction and Lost Work in Machinery\\ + +\nopagebreak + +\indent\indent and Mill Work.\dotfill\ldots 8vo, &3\ 00\\ + +\indent Animal as a Machine and Prime Motor, and the Laws\\ + +\nopagebreak + +\indent\indent of Energetics.\dotfill\ldots 12mo, &1\ 00\\ + +Tillson's Complete Automobile Instructor.\dotfill\ldots 16mo, & 1\ 50\\ + +\nopagebreak + +\hfill Morocco, & 2\ 00\\ + +Warren's Elements of Machine Construction and Drawing.\dotfill\ldots +8vo, &7\ 50\\ + +Weisbach's Kinematics and the Power of Transmission. \\ + +\nopagebreak + +\indent\indent (Herrmann---Klein.)\dotfill\ldots 8vo, &5\ 00\\ + +\indent Machinery of Transmission and +Governors. (Herrmann---Klein.)\dotfill\ldots 8vo, &5\ 00\\ + +Wolff's Windmill as a Prime Mover.\dotfill\ldots 8vo, &3\ 00\\ + +Wood's Turbines.\dotfill\ldots 8vo, &2\ 50\\[2em] + + + +\multicolumn{2}{c}{MATERIALS OF ENGINEERING.}\\[1em] + +\nopagebreak + +* Bovey's Strength of Materials and Theory of + Structures.\dotfill\ldots 8vo, &7\ 50\\ + +Burr's Elasticity and Resistance of the Materials of Engineering.\\ + +\nopagebreak + +\indent\indent 6th Edition. Reset.\dotfill\ldots 8vo, &7\ 50\\ + +Church's Mechanics of Engineering.\dotfill\ldots 8vo, &6\ 00\\ + +* Greene's Structural Mechanics.\dotfill\ldots 8vo, &2\ 50\\ + +Johnson's Materials of Construction.\dotfill\ldots 8vo, &6\ 00\\ + +Keep's Cast Iron.\dotfill\ldots 8vo, &2\ 50\\ + +Lanza's Applied Mechanics.\dotfill\ldots 8vo, &7\ 50\\ + +Martens's Handbook on Testing Materials. (Henning.)\dotfill\ldots 8vo, +&7\ 50\\ + +Maurer's Technical Mechanics.\dotfill\ldots 8vo, &4\ 00\\ + +Merriman's Mechanics of Materials.\dotfill\ldots 8vo, &5\ 00\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Strength of +Materials.\dotfill\ldots 12mo, &1\ 00\\ + +Metcalf's Steel. A Manual for Steel-users.\dotfill\ldots 12mo, &2\ 00\\ + +Sabin's Industrial and Artistic Technology of Paints and +Varnish.\dotfill\ldots 8vo, &3\ 00\\ + +Smith's Materials of Machines.\dotfill\ldots 12mo, &1\ 00\\ + +Thurston's Materials of Engineering.\dotfill\ldots 3 vols., 8vo, &8\ 00\\ + +\indent Part II.\quad Iron and Steel.\dotfill\ldots 8vo, &3\ 50\\ + +\indent Part III.\quad A Treatise on Brasses, Bronzes, and Other +Alloys and\\ + +\nopagebreak + +\indent\indent their Constituents.\dotfill\ldots 8vo, &2\ 50\\ + +Wood's (De V.) Treatise on the Resistance of Materials and an Appendix\\ + +\nopagebreak + +\indent\indent on the Preservation of Timber.\dotfill\ldots 8vo, &2\ 00\\ + +\indent Elements of Analytical Mechanics.\dotfill\ldots 8vo, &3\ 00\\ + +Wood's (M.~P.) Rustless Coatings: Corrosion and Electrolysis of Iron\\ + +\indent\indent and Steel.\dotfill\ldots 8vo, &4\ 00\\[2em] + + + +\multicolumn{2}{c}{STEAM-ENGINES AND BOILERS.}\\[1em] + +\nopagebreak + +Berry's Temperature-entropy Diagram.\dotfill\ldots 12mo, &1\ 25\\ + +Carnot's Reflections on the Motive Power of Heat +(Thurston.)\dotfill\ldots 12mo, &1\ 50\\ + +Dawson's ``Engineering'' and Electric Traction +Pocket-book.\dotfill\ldots 16mo mor., &5\ 00\\ + +Ford's Boiler Making for Boiler Makers.\dotfill\ldots 18mo, &1\ 00\\ + +Goss's Locomotive Sparks.\dotfill\ldots 8vo, &2\ 00\\ + +\indent Locomotive Performance.\dotfill\ldots 8vo, & 5\ 00\\ + +Hemenway's Indicator Practice and Steam-engine Economy.\dotfill\ldots +12mo, &2\ 00\\ + +%-----File: 255.png---Index 15------- + + +Hutton's Mechanical Engineering of Power Plants.\dotfill\ldots 8vo, &5\ 00\\ + +\indent Heat and Heat-engines.\dotfill\ldots 8vo, &5\ 00\\ + +Kent's Steam boiler Economy.\dotfill\ldots 8vo, &4\ 00\\ + +Kneass's Practice and Theory of the Injector.\dotfill\ldots 8vo, &1\ 50\\ + +MacCord's Slide-valves.\dotfill\ldots 8vo, &2\ 00\\ + +Meyer's Modern Locomotive Construction.\dotfill\ldots 4to, &10\ 00\\ + +Peabody's Manual of the Steam-engine Indicator.\dotfill\ldots 12mo, &1\ 50\\ + +\indent Tables of the Properties of Saturated Steam and Other +Vapors.\dotfill\ldots 8vo, &1\ 00\\ + +\indent Thermodynamics of the Steam-engine and Other +Heat-engines.\dotfill\ldots 8vo, &5\ 00\\ + +\indent Valve-gears for Steam-engines.\dotfill\ldots 8vo, &2\ 50\\ + +Peabody and Miller's Steam-boilers.\dotfill\ldots 8vo, &4\ 00\\ + +Pray's Twenty Years with the Indicator.\dotfill\ldots Large 8vo, &2\ 50\\ + +Pupin's Thermodynamics of Reversible Cycles in Gases and\\ + +\nopagebreak + +\indent\indent Saturated Vapors. (Osterberg.)\dotfill\ldots 12mo, &1\ 25\\ + +Reagan's Locomotives: Simple, Compound,\\ + +\nopagebreak + +\indent\indent and Electric.\dotfill\ldots Large 12mo, &2\ 50\\ + +Rontgen's Principles of Thermodynamics. (Du Bois.)\dotfill\ldots 8vo, +&5\ 00\\ + +Sinclair's Locomotive Engine Running and Management.\dotfill\ldots +12mo, &2\ 00\\ + +Smart's Handbook of Engineering Laboratory Practice.\dotfill\ldots +12mo, &2\ 50\\ + +Snow's Steam-boiler Practice.\dotfill\ldots 8vo, &3\ 00\\ + +Spangler's Valve-gears.\dotfill\ldots 8vo, &2\ 50\\ + +\indent Notes on Thermodynamics.\dotfill\ldots 12mo, &1\ 00\\ + +Spangler, Greene, and Marshall's Elements of +Steam-engineering.\dotfill\ldots 8vo, &3\ 00\\ + +Thomas's Steam-turbines.\dotfill\ldots 8vo, &3\ 50\\ + +Thurston's Handy Tables.\dotfill\ldots 8vo, &1\ 50\\ + +\indent Manual of the Steam-engine.\dotfill\ldots 2 vols., 8vo, &10\ 00\\ + +\indent Part I.\quad History, Structure, and Theory.\dotfill\ldots +8vo, &6\ 00\\ + +\indent Part II.\quad Design, Construction, and +Operation.\dotfill\ldots 8vo, &6\ 00\\ + +\indent Handbook of Engine and Boiler Trials, and the Use of the Indicator\\ + +\nopagebreak + +\indent\indent and the Prony Brake.\dotfill\ldots 8vo, &5\ 00\\ + +\indent Stationary Steam-engines.\dotfill\ldots 8vo, &2\ 50\\ + +\indent Steam-boiler Explosions in Theory and in +Practice.\dotfill\ldots 12mo, &1\ 50\\ + +\indent Manual of Steam-boilers, their Designs, Construction,\\ + +\nopagebreak + +\indent\indent and Operation.\dotfill\ldots 8vo, &5\ 00\\ + +\correction{Wehrenfennigs's}{Wehrenfenning's} Analysis and Softening of Boiler\\ + +\nopagebreak + +\indent\indent Feed-water (Patterson)\dotfill\ldots 8vo, &4\ 00\\ + +Weisbach's Heat, Steam, and Steam-engines. (Du Bois.)\dotfill\ldots +8vo, &5\ 00\\ + +Whitham's Steam-engine Design.\dotfill\ldots 8vo, &5\ 00\\ + +Wood's Thermodynamics, Heat Motors,\\ + +\nopagebreak + +\indent\indent and Refrigerating Machines.\dotfill\ldots 8vo, &4\ 00\\[3em] + + + +\multicolumn{2}{c}{\large MECHANICS AND MACHINERY.}\\[1em] + +\nopagebreak + +Barr's Kinematics of Machinery.\dotfill\ldots 8vo, &2\ 50\\ + +* Bovey's Strength of Materials and Theory of + Structures.\dotfill\ldots 8vo, &7\ 50\\ + +Chase's The Art of Pattern-making.\dotfill\ldots 12mo, &2\ 50\\ + +Church's Mechanics of Engineering.\dotfill\ldots 8vo, &6\ 00\\ + +\indent Notes and Examples in Mechanics.\dotfill\ldots 8vo, &2\ 00\\ + +Compton's First Lessons in Metal-working.\dotfill\ldots 12mo, &1\ 50\\ + +Compton and De Groodt's The Speed Lathe.\dotfill\ldots 12mo, &1\ 50\\ + +Cromwell's Treatise on Toothed Gearing.\dotfill\ldots 12mo, &1\ 50\\ + +\indent Treatise on Belts and Pulleys.\dotfill\ldots 12mo, &1\ 50\\ + +Dana's Text-book of Elementary Mechanics for Colleges\\ + +\nopagebreak + +\indent\indent and Schools.\dotfill\ldots 12mo, & 1\ 50\\ + +Dingey's Machinery Pattern Making.\dotfill\ldots 12mo, &2\ 00\\ + +Dredge's Record of the Transportation Exhibits Building of\\ + +\nopagebreak + +\indent\indent the World's Columbian Exposition of 1893.\dotfill\ldots +4to half morocco, &5\ 00\\ + +Du Bois's Elementary Principles of Mechanics:\\ + +\indent Vol.~\phantom{I}I.\quad Kinematics.\dotfill\ldots 8vo. &3\ 50\\ + +\indent Vol.~II.\quad Statics.\dotfill\ldots 8vo, &4\ 00\\ + +\indent Mechanics of Engineering. Vol.~I.\dotfill\ldots Small 4to, &7\ 50\\ + +\indent \phantom{Mechanics of Engineering. }Vol.~II.\dotfill\ldots +Small 4to, &10\ 00\\ + +Durley's Kinematics of Machines.\dotfill\ldots 8vo. &4\ 00\\ + +%-----File: 256.png---Index 16------- + + +Fitzgerald's Boston Machinist.\dotfill\ldots 16mo, & 1\ 00\\ + +Flather's Dynamometers, and the Measurement of Power.\dotfill\ldots +12mo, & 3\ 00\\ + +\indent Rope Driving.\dotfill\ldots 12mo, & 2\ 00\\ + +Goss's Locomotive Sparks.\dotfill\ldots 8vo, & 2\ 00\\ + +Locomotive Performance.\dotfill\ldots 8vo, & 5\ 00\\ + +\correction{}{\indent}* Greene's Structural Mechanics.\dotfill\ldots 8vo, & 2\ 50\\ + +Hall's Car Lubrication.\dotfill\ldots 12mo, & 1\ 00 \\ + +Holly's Art of Saw Filing.\dotfill\ldots 18mo, & \ 75\\ + +James's Kinematics of a Point and the Rational Mechanics\\ + +\nopagebreak + +\indent\indent of a Particle.\dotfill\ldots Small 8vo, & 2\ 00\\ + +* Johnson's (W.~W.) Theoretical Mechanics.\dotfill\ldots 12mo, & 3\ 00\\ + +Johnson's (L.~J.) Statics by Graphic and Algebraic +Methods.\dotfill\ldots 8vo, & 2\ 00\\ + +Jones's Machine Design:\\ + +\indent Part~\phantom{I}I.\quad Kinematics of Machinery.\dotfill\ldots +8vo, & 1\ 50\\ + +\indent Part~II.\quad Form, Strength, and Proportions of +Parts.\dotfill\ldots 8vo, & 3\ 00\\ + +Kerr's Power and Power Transmission.\dotfill\ldots 8vo, & 2\ 00\\ + +Lanza's Applied Mechanics.\dotfill\ldots 8vo, & 7\ 50\\ + +Leonard's Machine Shop, Tools, and Methods.\dotfill\ldots 8vo, & 4\ 00\\ + +* Lorenz's Modern Refrigerating Machinery. (Pope, Haven,\\ + +\nopagebreak + +\indent\indent and Dean.)\dotfill\ldots 8vo, & 4\ 00\\ + +MacCord's Kinematics; or, Practical Mechanism.\dotfill\ldots 8vo, & 5\ 00\\ + +\indent Velocity Diagrams.\dotfill\ldots 8vo, & 1\ 50\\ + +* Martin's Text Book on Mechanics, Vol.~I, Statics.\dotfill\ldots + 12mo, & 1\ 25\\ + +Maurer's Technical Mechanics.\dotfill\ldots 8vo, & 4\ 00\\ + +Merriman's Mechanics of Materials.\dotfill\ldots 8vo, & 5\ 00\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Elements of +Mechanics.\dotfill\ldots 12mo, & 1\ 00\\ + +* Michie's Elements of Analytical Mechanics.\dotfill\ldots 8vo, & 4\ 00\\ + +* Parshall and Hobart's Electric Machine Design.\dotfill\ldots 4to, + half morocco, & 12\ 50\\ + +Reagan's Locomotives: Simple, Compound,\\ + +\nopagebreak + +\indent\indent and Electric. New Edition.\dotfill\ldots Large 12mo, & +3\ 00\\ + +Reid's Course in Mechanical Drawing.\dotfill\ldots 8vo, & 2\ 00\\ + +\indent Text-book of Mechanical Drawing and Elementary\\ + +\nopagebreak + +\indent\indent Machine Design.\dotfill\ldots 8vo, & 3\ 00\\ + +Richards's Compressed Air.\dotfill\ldots 12mo, & 1\ 50\\ + +Robinson's Principles of Mechanism.\dotfill\ldots 8vo, & 3\ 00\\ + +Ryan, Norris, and Hoxie's Electrical Machinery. Vol.~I.\dotfill\ldots +8vo, & 2\ 50\\ + +Sanborn's Mechanics: Problems.\dotfill\ldots Large 12mo, & 1\ 50\\ + +Schwamb and Merrill's Elements of Mechanism.\dotfill\ldots 8vo, & 3\ 00\\ + +Sinclair's Locomotive-engine Running and Management.\dotfill\ldots +12mo, & 2\ 00\\ + +Smith's (O.) Press-working of Metals.\dotfill\ldots 8vo, & 3\ 00\\ + +Smith's (A.~W.) Materials of Machines.\dotfill\ldots 12mo, & 1\ 00\\ + +Smith (A.~W.) and Marx's Machine Design.\dotfill\ldots 8vo, & 3\ 00\\ + +Spangler, Greene, and Marshall's Elements of +Steam-engineering.\dotfill\ldots 8vo, & 3\ 00\\ + +Thurston's Treatise on Friction and Lost Work in Machinery\\ + +\nopagebreak + +\indent\indent and Mill Work.\dotfill\ldots 8vo, & 3\ 00\\ + +\indent Animal as a Machine and Prime Motor, and the Laws\\ + +\nopagebreak + +\indent\indent of Energetics.\dotfill\ldots 12mo, & 1\ 00\\ + +Tillson's Complete Automobile Instructor.\dotfill\ldots 16mo, & 1\ 50\\ + +\hfill Morocco, & 2\ 00\\ + +Warren's Elements of Machine Construction and Drawing.\dotfill\ldots +8vo, & 7\ 50\\ + +Weisbach's Kinematics and Power of Transmission.\\ + +\nopagebreak + +\indent\indent (Herrmann---Klein.)\dotfill\ldots 8vo, & 5\ 00\\ + +\indent Machinery of Transmission and Governors.\\ + +\nopagebreak + +\indent\indent (Herrmann---Klein.)\dotfill\ldots 8vo, & 5\ 00\\ + +Wood's Elements of Analytical Mechanics.\dotfill\ldots 8vo, & 3\ 00\\ + +\indent Principles of Elementary Mechanics.\dotfill\ldots 12mo, & 1\ 25\\ + +\indent Turbines.\dotfill\ldots 8vo, & 2\ 50\\ + +The World's Columbian Exposition of 1893.\dotfill\ldots 4to, & 1\ 00\\[3em] + + + +\multicolumn{2}{c}{\large MEDICAL.}\\[1em] + +\nopagebreak + +De Fursac's Manual of Psychiatry. (Rosanoff and +Collins.)\dotfill\ldots Large 12mo, & 2\ 50\\ + +Ehrlich's Collected Studies on Immunity. (Bolduan.)\dotfill\ldots 8vo, +& 6\ 00\\ + +Hammarsten's Text-book on Physiological +Chemistry. (Mandel.)\dotfill\ldots 8vo, & 4\ 00\\ + +%-----File: 257.png---Index 17------- + + +Lassar-Cohn's Practical Urinary Analysis. (Lorenz.)\dotfill\ldots +12mo, & 1\ 00\\ + +* Pauli's Physical Chemistry in the Service\\ + +\nopagebreak + +\indent\indent of Medicine. (Fischer.)\dotfill\ldots 12mo, & 1\ 25\\ + +* Pozzi-Escot's The Toxins and Venoms and\\ + +\nopagebreak + +\indent\indent their Antibodies. (Cohn.)\dotfill\ldots 12mo, & 1\ 00\\ + +Rostoski's Serum Diagnosis. (Bolduan.)\dotfill\ldots 12mo, & 1\ 00\\ + +Salkowski's Physiological and Pathological +Chemistry. (Orndorff.)\dotfill\ldots 8vo, & 2\ 50\\ + +* Satterlee's Outlines of Human Embryology.\dotfill\ldots 12mo, & 1\ 25\\ + +Steel's Treatise on the Diseases of the Dog.\dotfill\ldots 8vo, & 3\ 50\\ + +Von Behring's Suppression of Tuberculosis. (Bolduan.)\dotfill\ldots +12mo, & 1\ 00\\ + +Wassermann's Immune Sera: H\ae{}molysis, Cytotoxins,\\ + +\nopagebreak + +\indent\indent and Precipitins.\\ + +\indent\indent (Bolduan.)\dotfill\ldots 12mo, cloth, & 1\ 00\\ + +Woodhull's Notes on Military Hygiene.\dotfill\ldots 16mo, & 1\ 50\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Personal Hygiene.\dotfill\ldots +12mo, & 1\ 00\\ + +Wulling's An Elementary Course in Inorganic Pharmaceutical\\ + +\indent\indent and Medical Chemistry.\dotfill\ldots 12mo, & 2\ 00\\[3em] + + + +\multicolumn{2}{c}{\large METALLURGY.}\\[1em] + +\nopagebreak + +Egleston's Metallurgy of Silver, Gold, and Mercury:\\ + +\indent Vol.~\phantom{I}I.\quad Silver.\dotfill\ldots 8vo, & 7\ 50\\ + +\indent Vol.~II.\quad Gold and Mercury.\dotfill\ldots 8vo, & 7\ 50\\ + +Goesel's Minerals and Metals: A Reference Book.\dotfill\ldots 16mo, +mor. & 3\ 00\\ + +* Iles's Lead-smelting.\dotfill\ldots 12mo, & 2\ 50\\ + +Keep's Cast Iron.\dotfill\ldots 8vo, & 2\ 50\\ + +Kunhardt's Practice of Ore Dressing in Europe.\dotfill\ldots 8vo, & 1\ 50\\ + +Le Chatelier's High-temperature Measurements.\\ + +\nopagebreak + +\indent\indent (Boudouard---Burgess.)\dotfill\ldots 12mo, & 3\ 00\\ + +Metcalf's Steel. A Manual for Steel-users.\dotfill\ldots 12mo, & 2\ 00\\ + +Miller's Cyanide Process.\dotfill\ldots 12mo, & 1\ 00\\ + +Minet's Production of Aluminum and its Industrial +Use. (Waldo.)\dotfill\ldots 12mo, & 2\ 50\\ + +Robine and Lenglen's Cyanide Industry. (Le Clerc.)\dotfill\ldots 8vo, +& 4\ 00\\ + +Smith's Materials of Machines.\dotfill\ldots 12mo, & 1\ 00\\ + +Thurston's Materials of Engineering. In Three Parts.\dotfill\ldots +8vo, & 8\ 00\\ + +\indent Part~II.\quad Iron and Steel.\dotfill\ldots 8vo, & 3\ 50\\ + +\indent Part~III.\quad A Treatise on Brasses, Bronzes, and Other Alloys\\ + +\indent\indent and their Constituents.\dotfill\ldots 8vo, & 2\ 50\\ + +Ulke's Modern Electrolytic Copper Refining.\dotfill\ldots 8vo, & 3\ +00\\[3em] + + + +\multicolumn{2}{c}{\large MINERALOGY.}\\[1em] + +\nopagebreak + +Barringer's Description of Minerals\\ + +\nopagebreak + +\indent\indent of Commercial Value.\dotfill\ldots Oblong, morocco, & 2\ 50\\ + +Boyd's Resources of Southwest Virginia.\dotfill\ldots 8vo, & 3\ 00\\ + +\indent Map of Southwest \correction{Virginia}{Virignia}.\dotfill\ldots Pocket-book form, & +2\ 00\\ + +Brush's Manual of Determinative Mineralogy. (Penfield.)\dotfill\ldots +8vo, & 4\ 00\\ + +Chester's Catalogue of Minerals.\dotfill\ldots 8vo, paper, & 1\ 00\\ + +\hfill Cloth, & 1\ 25\\ + +\indent Dictionary of the Names of Minerals.\dotfill\ldots 8vo, & 3\ 50\\ + +Dana's System of Mineralogy.\dotfill\ldots Large 8vo, half leather, & +12\ 50\\ + +\indent First Appendix to Dana's New ``System of +Mineralogy.''\dotfill\ldots Large 8vo, & 1\ 00\\ + +\indent Text-book of Mineralogy.\dotfill\ldots 8vo, & 4\ 00\\ + +\indent Minerals and How to Study Them.\dotfill\ldots 12mo, & 1\ 50\\ + +\indent Catalogue of American Localities of Minerals.\dotfill\ldots +Large 8vo, & 1\ 00\\ + +\indent Manual of Mineralogy and Petrography.\dotfill\ldots 12mo, & 2\ 00\\ + +Douglas's Untechnical Addresses on Technical Subjects.\dotfill\ldots +12mo, & 1\ 00\\ + +Eakle's Mineral Tables.\dotfill\ldots 8vo, & 1\ 25\\ + +Egleston's Catalogue of Minerals and Synonyms.\dotfill\ldots 8vo, & 2\ 50\\ + +Goesel's Minerals and Metals: A Reference Book.\dotfill\ldots 16mo, +mor. & 3\ 00\\ + +Groth's Introduction to Chemical Crystallography +(Marshall)\dotfill\ldots 12mo, & 1\ 25\\ + +%-----File: 258.png---Index 18------- + + +Iddings's Rock Minerals.\dotfill\ldots 8vo, & 5\ 00\\ + +Merrill's Non-metallic Minerals: Their Occurrence and +Uses.\dotfill\ldots 8vo, & 4\ 00\\ + +* Penfield's Notes on Determinative Mineralogy and Record\\ + +\nopagebreak + +\indent\indent of Mineral Tests.\dotfill\ldots 8vo, paper, & \ 50\\ + +* Richards's Synopsis of Mineral Characters.\dotfill\ldots 12mo, + morocco, & 1\ 25\\ + +* Ries's Clays: Their Occurrence, Properties, and Uses.\dotfill\ldots + 8vo, & 5 00 \\ + +Rosenbusch's Microscopical Physiography of\\ + +\nopagebreak + +\indent\indent the Rock-making Minerals. (Iddings.)\dotfill\ldots 8vo, +& 5\ 00\\ + +* Tillman's Text-book of Important Minerals and Rocks.\dotfill\ldots + 8vo, & 2\ 00\\[3em] + + + +\multicolumn{2}{c}{\large MINING.}\\[1em] + +\nopagebreak + +Boyd's Resources of Southwest Virginia.\dotfill\ldots 8vo, & 3\ 00\\ + +\indent Map of Southwest Virginia.\dotfill\ldots Pocket-book form, & 2\ 00\\ + +Douglas's Untechnical Addresses on Technical Subjects.\dotfill\ldots +12mo, & 1\ 00\\ + +Eissler's Modern High Explosives.\dotfill\ldots 8vo, & 4\ 00\\ + +Goesel's Minerals and Metals: A Reference Book.\dotfill\ldots 16mo, +mor. & 3\ 00\\ + +Goodyear's Coal-mines of the Western Coast of the United +States.\dotfill\ldots 12mo, & 2\ 50\\ + +Ihlseng's Manual of Mining.\dotfill\ldots 8vo, & 5\ 00\\ + +* Iles's Lead-smelting.\dotfill\ldots 12mo, & 2\ 50\\ + +Kunhardt's Practice of Ore Dressing In Europe.\dotfill\ldots 8vo, & 1\ 50\\ + +Miller's Cyanide Process.\dotfill\ldots 12mo, & 1\ 00\\ + +O'Driscoll's Notes on the Treatment of Gold Ores.\dotfill\ldots 8vo, & +2\ 00\\ + +Robine and Lenglen's Cyanide Industry. (Le Clerc.)\dotfill\ldots 8vo, +& 4\ 00\\ + +* Walke's Lectures on Explosives.\dotfill\ldots 8vo, & 4\ 00\\ + +Weaver's Military Explosives.\dotfill\ldots 8vo, & 3\ 00\\ + +Wilson's Cyanide Processes.\dotfill\ldots 12mo, & 1\ 50\\ + +\indent Chlorination Process.\dotfill\ldots 12mo, & 1\ 50\\ + +\indent Hydraulic and Placer Mining.\dotfill\ldots 12mo, & 2\ 00\\ + +\indent Treatise on Practical and Theoretical Mine +Ventilation.\dotfill\ldots 12mo, & 1\ 25\\[3em] + + + +\multicolumn{2}{c}{\large SANITARY SCIENCE.}\\[1em] + +\nopagebreak + +Bashore's Sanitation of a Country House.\dotfill\ldots 12mo, & 1\ 00\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Outlines of Practical +Sanitation.\dotfill\ldots 12mo, & 1\ 25\\ + +Folwell's Sewerage. (Designing, Construction, and +Maintenance.)\dotfill\ldots 8vo, & 3\ 00\\ + +\indent Water-supply Engineering.\dotfill\ldots 8vo, & 4\ 00\\ + +Fowler's Sewage Works Analyses.\dotfill\ldots 12mo, & 2\ 00\\ + +Fuertes's Water and Public Health.\dotfill\ldots 12mo, & 1\ 50\\ + +\indent Water-filtration Works.\dotfill\ldots 12mo, & 2\ 50\\ + +Gerhard's Guide to Sanitary House-inspection.\dotfill\ldots 16mo, & 1\ 00\\ + +Hazen's Filtration of Public Water-supplies.\dotfill\ldots 8vo, & 3\ 00\\ + +Leach's The Inspection and Analysis of Food with Special Reference\\ + +\indent\indent to State Control.\dotfill\ldots 8vo, & 7\ 50\\ + +Mason's Water-supply (Considered principally from\\ + +\nopagebreak + +\indent\indent a Sanitary Standpoint)\dotfill\ldots 8vo, & 4\ 00\\ + +\indent Examination of Water. (Chemical and +Bacteriological.)\dotfill\ldots 12mo, & 1\ 25\\ + +* Merriman's Elements of Sanitary Engineering.\dotfill\ldots 8vo, & 2\ 00\\ + +Ogden's Sewer Design.\dotfill\ldots 12mo, & 2\ 00\\ + +Prescott and Winslow's Elements of Water Bacteriology, with Special\\ + +\indent\indent Reference to Sanitary Water Analysis.\dotfill\ldots +12mo, & 1\ 25\\ + +* Price's Handbook on Sanitation.\dotfill\ldots 12mo, & 1\ 50\\ + +Richards's Cost of Food. A Study in Dietaries.\dotfill\ldots 12mo, & 1\ 00\\ + +\indent Cost of Living as Modified by Sanitary Science.\dotfill\ldots +12mo, & 1\ 00\\ + +\indent Cost of Shelter.\dotfill\ldots 12mo, & 1\ 00\\ + +%-----File: 259.png---Index 19------- + + +Richards and Woodman's Air, Water, and Food from a Sanitary\\ + +\nopagebreak + +\indent\indent Standpoint.\dotfill\ldots 8vo, &2\ 00\\ + +* Richards and Williams's The Dietary Computer.\dotfill\ldots 8vo, &1\ 50\\ + +Rideal's Sewage and Bacterial Purification of Sewage.\dotfill\ldots +8vo, &4\ 00\\ + +Turneaure and Russell's Public Water-supplies.\dotfill\ldots 8vo, &5\ 00\\ + +Von Behring's Suppression of Tuberculosis. (Bolduan.)\dotfill 12mo, &1\ 00\\ + +Whipple's Microscopy of Drinking-water.\dotfill\ldots 8vo, &3\ 50\\ + +Winton's Microscopy of Vegetable Foods.\dotfill\ldots 8vo, &7\ 50\\ + +Woodhull's Notes on Military Hygiene.\dotfill\ldots 16mo, &1\ 50\\ + +\makebox[0pt]{\hspace{.5ex} *}\indent Personal Hygiene.\dotfill\ldots +12mo, &1\ 00\\[3em] + + + +\multicolumn{2}{c}{\large MISCELLANEOUS.}\\[1em] + +\nopagebreak + +Emmons's Geological Guide-book of the Rocky Mountain Excursion\\ + +\nopagebreak + +\indent\indent of the International Congress of +Geologists.\dotfill\ldots Large 8vo, &1\ 50\\ + +Ferrel's Popular Treatise on the Winds.\dotfill\ldots 8vo, &4\ 00\\ + +Gannett's Statistical Abstract of the World.\dotfill\ldots 24mo, & \ 75\\ + +Haines's American Railway Management.\dotfill\ldots 12mo, &2\ 50\\ + +Ricketts's History of Rensselaer Polytechnic Institute,\\ + +\nopagebreak + +\indent\indent 1824--1894.\dotfill\ldots Small 8vo, &3\ 00\\ + +Rotherham's Emphasized New Testament.\dotfill\ldots Large 8vo, &3\ 00\\ + +The World's Columbian Exposition of 1893.\dotfill\ldots 4to, &1 00\\ + +Winslow's Elements of Applied Microscopy.\dotfill\ldots 12mo, &1 50\\[3em] + + + +\multicolumn{2}{c}{\large HEBREW AND CHALDEE TEXT-BOOKS.}\\[1em] + +\nopagebreak + +Green's Elementary Hebrew Grammar.\dotfill\ldots 12mo, &1 25\\ + +\indent Hebrew Chrestomathy..\dotfill 8vo, &2 00\\ + +Gesenius's Hebrew and Chaldee Lexicon to the Old Testament\\ + +\nopagebreak + +\indent\indent Scriptures. (Tregelles.)\dotfill\ldots Small 4to, half +morocco, &5 00\\ + +Letteris's Hebrew Bible.\dotfill\ldots 8vo, &2 25\\ + + +\end{longtable} + +\newpage + +\small +\pagenumbering{gobble} +\begin{verbatim} + +End of Project Gutenberg's Introduction to Infinitesimal Analysis +by Oswald Veblen and N. J. Lennes + +*** END OF THIS PROJECT GUTENBERG EBOOK INFINITESIMAL ANALYSIS *** + +*** This file should be named 18741-t.tex or 18741-t.zip *** +*** or 18741-pdf.pdf or 18741-pdf.pdf *** +This and all associated files of various formats will be found in: + http://www.gutenberg.org/1/8/7/4/18741/ + +Produced by K.F. 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The +se are shaded + [] + + +Underfull \hbox (badness 4713) in paragraph at lines 255--255 +[][][][][][]\OT1/cmss/m/n/12 , and de-tails can be found in the source code in +the syn-tax + [] + +[1 + +] [2 + +] +! pdfTeX warning (ext4): destination with the same identifier (name{page.i}) ha +s been already used, duplicate ignored +<to be read again> + \penalty +l.302 \begin + {center} [1] +! pdfTeX warning (ext4): destination with the same identifier (name{page.ii}) h +as been already used, duplicate ignored +<to be read again> + \penalty +l.310 \newpage + [2] [3 + +] [4 + +] (18741-t.toc +LaTeX Font Info: Try loading font information for OMS+cmr on input line 2. + (C:\texmf\tex\latex\base\omscmr.fd +File: omscmr.fd 1999/05/25 v2.5h Standard LaTeX font definitions +) +LaTeX Font Info: Font shape `OMS/cmr/m/n' in size <12> not available +(Font) Font shape `OMS/cmsy/m/n' tried instead on input line 2. + +[5]) +\tf@toc=\write6 + [6] +Chapter 1. +LaTeX Font Info: Font shape `OMS/cmr/bx/n' in size <17.28> not available +(Font) Font shape `OMS/cmsy/b/n' tried instead on input line 380. +! pdfTeX warning (ext4): destination with the same identifier (name{page.1}) ha +s been already used, duplicate ignored +<to be read again> + \penalty +l.431 \end{align*} + [1 + + +] +! pdfTeX warning (ext4): destination with the same identifier (name{page.2}) ha +s been already used, duplicate ignored +<to be read again> + \penalty +l.500 \item[(3)] + $1/2,1/{2^2},1/{2^3},\ldots,1/{2^n},\ldots$ [2] [3] [4] +[5] [6] [7] [8] [9] [10] + +LaTeX Font Warning: Font shape `U/stmry/b/n' undefined +(Font) using `U/stmry/m/n' instead on input line 1050. + + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `math shift' on input line 1050. + + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `math shift' on input line 1050. + +[11] [12] [13] + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `math shift' on input line 1244. + + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `math shift' on input line 1244. + +[14] [15] [16] [17] + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `math shift' on input line 1490. + + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `\pi' on input line 1490. + + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `math shift' on input line 1490. + +[18] [19] [20] [21] [22 + +] +Chapter 2. +[23] [24] [25] [26] [27] [28] +<images/fig05.pdf, id=790, 362.35374pt x 373.395pt> +File: images/fig05.pdf Graphic file (type pdf) + <use images/fig05.pdf> +[29 <images/fig05.pdf>] [30] + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `\<let>-command' on input line 2317. + + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `\@ifnextchar' on input line 2317. + +[31] [32] +Chapter 3. + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `\spacefactor' on input line 2390. + + +Package hyperref Warning: Token not allowed in a PDFDocEncoded string, +(hyperref) removing `\@m' on input line 2390. + +[33 + +] [34] [35] [36] [37] <images/fig08.pdf, id=884, 362.35374pt x 327.2225pt> +File: images/fig08.pdf Graphic file (type pdf) + +<use images/fig08.pdf> <images/fig09.pdf, id=885, 382.42876pt x 387.4475pt> +File: images/fig09.pdf Graphic file (type pdf) + +<use images/fig09.pdf> [38 <images/fig08.pdf>] [39 <images/fig09.pdf>] +<images/fig10.pdf, id=923, 372.39125pt x 339.2675pt> +File: images/fig10.pdf Graphic file (type pdf) + <use images/fig10.pdf> +[40 <images/fig10.pdf>] +Overfull \hbox (8.00644pt too wide) in paragraph at lines 2751--2751 +[]\OT1/cmr/bx/n/17.28 Rational, Ex-po-nen-tial, and Log-a-rith-mic Func-tions. + + [] + +LaTeX Font Info: Font shape `OMS/cmr/m/n' in size <10> not available +(Font) Font shape `OMS/cmsy/m/n' tried instead on input line 2771. + +<images/fig11.pdf, id=946, 372.39125pt x 286.06876pt> +File: images/fig11.pdf Graphic file (type pdf) + <use images/fig11.pdf> +[41] [42 <images/fig11.pdf>] [43] [44] [45] [46 + +] +Chapter 4. +[47] [48] <images/fig13.pdf, id=1027, 372.39125pt x 327.2225pt> +File: images/fig13.pdf Graphic file (type pdf) + +<use images/fig13.pdf> [49] [50 <images/fig13.pdf>] [51] [52] [53] [54] +[55] [56] [57] [58] [59] [60] [61] [62] [63] [64] [65] [66] [67] [68 + +] +Chapter 5. +[69] [70] [71] [72] [73] [74] [75] [76] [77] [78] [79] [80 + +] +Chapter 6. +[81] [82] [83] [84] [85] [86] [87] [88] [89] [90] [91] [92] +Chapter 7. +[93 + +] [94] [95] [96] [97] [98] [99] [100] [101] [102] [103] [104] [105] [106] +[107] [108] [109] [110] [111] [112] [113] [114] +<images/fig19.pdf, id=1786, 372.39125pt x 279.0425pt> +File: images/fig19.pdf Graphic file (type pdf) + <use images/fig19.pdf> +[115] [116 <images/fig19.pdf>] +Overfull \hbox (5.61404pt too wide) in paragraph at lines 7294--7298 +\OML/cmm/m/it/12 f[]\OT1/cmr/m/n/12 (\OML/cmm/m/it/12 x[]\OT1/cmr/m/n/12 ) \OML +/cmm/m/it/12 > \OT1/cmr/m/n/12 0$, then, by The-o-rem [][]23[][], there ex-ists + about the point $\OML/cmm/m/it/12 x[]$ \OT1/cmr/m/n/12 a seg-ment [][][][][][] +, + [] + +[117] [118] [119] [120] +Chapter 8. +[121 + +] [122] <images/fig21.pdf, id=1873, 372.39125pt x 250.9375pt> +File: images/fig21.pdf Graphic file (type pdf) + +<use images/fig21.pdf> [123 <images/fig21.pdf>] [124] [125] [126] [127] +[128] [129] [130] [131] [132] [133] [134] +Overfull \hbox (1.33414pt too wide) in paragraph at lines 8335--8341 +[]\OT1/cmr/m/n/12 The proof de-pends di-rectly upon the the-o-rem that if $[] \ +OML/cmm/m/it/12 []\OT1/cmr/m/n/12 (\OML/cmm/m/it/12 x\OT1/cmr/m/n/12 ) = \OML/ +cmm/m/it/12 b[]$\OT1/cmr/m/n/12 , and $[] \OML/cmm/m/it/12 []\OT1/cmr/m/n/12 ( +\OML/cmm/m/it/12 x\OT1/cmr/m/n/12 ) = + [] + +[135] [136] [137] [138] [139] [140] [141] [142] [143] [144] [145] [146] +[147] [148] [149] [150] [151] [152] +Chapter 9. +[153 + +] [154] [155] [156] [157] [158] [159] [160] [161] [162] [163] [164] +[165] [166] [167] [168] [169] [170] [171] [172] [173] [174] [175] [176] +[177] [178] [179] [180 + +] (18741-t.ind [181 + +] [182] [183]) +! pdfTeX warning (ext4): destination with the same identifier (name{page.1}) ha +s been already used, duplicate ignored +<to be read again> + \penalty +l.11289 + [1 + +] +! pdfTeX warning (ext4): destination with the same identifier (name{page.2}) ha +s been already used, duplicate ignored +<to be read again> + \penalty +l.11390 + [2] +! pdfTeX warning (ext4): destination with the same identifier (name{page.3}) ha +s been already used, duplicate ignored +<to be read again> + \penalty +l.11485 + [3] +! pdfTeX warning (ext4): destination with the same identifier (name{page.4}) ha +s been already used, duplicate ignored +<to be read again> + 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index 0000000..ea645df --- /dev/null +++ b/18741-t/images/fig21.pdf diff --git a/LICENSE.txt b/LICENSE.txt new file mode 100644 index 0000000..6312041 --- /dev/null +++ b/LICENSE.txt @@ -0,0 +1,11 @@ +This eBook, including all associated images, markup, improvements, +metadata, and any other content or labor, has been confirmed to be +in the PUBLIC DOMAIN IN THE UNITED STATES. + +Procedures for determining public domain status are described in +the "Copyright How-To" at https://www.gutenberg.org. + +No investigation has been made concerning possible copyrights in +jurisdictions other than the United States. Anyone seeking to utilize +this eBook outside of the United States should confirm copyright +status under the laws that apply to them. diff --git a/README.md b/README.md new file mode 100644 index 0000000..720ad32 --- /dev/null +++ b/README.md @@ -0,0 +1,2 @@ +Project Gutenberg (https://www.gutenberg.org) public repository for +eBook #18741 (https://www.gutenberg.org/ebooks/18741) |
