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The margins also include\g This was the most enjoyable course I've ever had. But it might be niceto summarize the material as you go~along.\gdirect quotations from famous mathematicians of past generations,giving the actual words in which they announced some of theirfundamental discoveries. Somehow it seems appropriate tomix the words of "Leibniz", "Euler", "Gauss", and others with those ofthe people who will be continuing the work. Mathematics is anongoing endeavor for people everywhere; many strands are being woveninto one rich fabric.This book contains more than 500 "exercises", divided into six\g I see:\par Concrete mathematics means drilling.\g"!exercises, levels of"categories:\def\\#1{\smallskip\item{$\bullet$}{\subsubtitle#1\enspace}\ignorespaces}\\{\kern-.05em Warmups} are exercises that {\sc every reader} should try to	do when first reading the material.\\{Basics} are exercises to develop facts that are best learned by trying\g The homework was tough but I learned a lot. It was worth every hour.\g	one's own derivation rather than by reading somebody else's.\\{Homework exercises} are problems intended to deepen an understanding	of material in the current chapter.\\{Exam problems} typically involve ideas from two or more chapters	simultaneously; they are generally intended for use in take-home\g Take-home exams are vital\dash---keep them.\g	exams (not for in-class exams under time pressure).\\{Bonus problems} go beyond what an average student of concrete	mathematics is expected to handle while taking a course based\g Exams were harder than the homework led me to expect.\g	on this book; they extend the text in interesting ways.\\{Research problems} may or may not be humanly solvable, but the ones	presented here seem to be worth a try (without time pressure).\smallskip\noindent"Answers" to all the exercises appear in Appendix A, often withadditional information about related results. (Of course, the ``answers''to research problems are incomplete; but even in these cases,partial results or hintsare given that might prove to be helpful.) Readers are encouraged tolook at the answers, especially the answers to the warmup problems,but only {\sc after} making a serious attempt to solve the problem\g Cheaters may pass this course by just copying the answers, but they'reonly "cheating" themselves.\gwithout peeking.We have tried in Appendix C to give proper credit to the sources ofeach exercise, since a great deal of creativity and/or luck often goes into thedesign of an instructive problem. Mathematicians have unfortunatelydeveloped a tradition of borrowing exercises without any acknowledgment;we believe that the opposite tradition, practiced for example by booksand magazines about chess (where names, dates, and locations of original chessproblems are routinely specified) is far superior. However, we have not\g Difficult exams don't take into account students who haveother classes to~prepare~for.\gbeen able to pin down the sources of many problems that have becomepart of the folklore. If any reader knows the origin of an exercise forwhich our citation is missing or inaccurate, we would be glad to learnthe details so that we can correct the omission in subsequenteditions of this book.The "typeface" used for mathematics throughout this book is a newdesign by Hermann "Zapf"~[|knuth-zapf|],commissioned by the "American MathematicalSociety" and developed with the help of a committee that includedB.~"Beeton", R.\thinspace P. "Boas", L.\thinspace K. "Durst",D.\thinspace E. "Knuth",P.~"Murdock", R.\thinspace S. "Palais", P.~"Renz", E.~"Swanson", S.\thinspace B. "Whidden",and W.\thinspace B. "Woolf". The underlying philosophy of Zapf's design isto capture the flavor of mathematics as it might be written by amathematician with excellent handwriting. A handwritten rather thanmechanical style is appropriate because people generally create mathematicswith pen, pencil, or chalk. (For example, one of the trademarks ofthe new design is the symbol for zero, `$0$', which is slightly pointedat the top because a handwritten zero rarely closes together smoothly\g I'm unaccustomed to this face.\gwhen the curve returns to its starting point.) The letters are upright,not italic, so that subscripts, superscripts, and accents are more easilyfitted with ordinary symbols. This new type family has been named{\sl "AMS~Euler"}, after the great Swiss mathematician Leonhard "Euler"(1707--1783) who discovered so much of mathematics as we know it today.The alphabets include Euler Text ($Aa\,Bb\,Cc$ through $Xx\,Yy\,Zz$),Euler Fraktur ($\frak Aa\,Bb\,Cc$ through $\frak Xx\,Yy\,Zz$), andEuler Script Capitals ($\scr A\,B\,C$ through $\scr X\,Y\,Z$), aswell as Euler Greek ($A\alpha\,B\beta\,\Gamma\gamma$ through$X\chi\,\Psi\psi\,\Omega\omega$) and special symbols such as$\wp$ and~$\aleph$. We are especially pleased to be able to inaugurate theEuler family of typefaces in this book, because Leonhard Euler's spirittruly lives on every page: Concrete mathematics is Eulerian mathematics.The authors are extremely grateful to\g Dear prof: Thanks for (1)~the "pun"s, (2)~the subject matter.\gAndrei "Broder", Ernst~"Mayr",Andrew "Yao", and Frances "Yao", who contributedgreatly to this book during the years that they taught ConcreteMathematics at Stanford. Furthermore we offer 1024 thanks to theteaching assistants who creatively transcribed what took place in classeach year and who helped to design the examination questions; theirnames are listed in Appendix~C\null. This book, which is essentially acompendium of sixteen years' worth of lecture notes, would havebeen impossible without their first-rate work.\looseness=-1Many other people have helped to make this book a reality. For example,\g I don't see how what I've learned will ever help me.\gwe wish to commend the students at "Brown", "Columbia", "CUNY","Princeton", "Rice", and "Stanford"who contributed the choice graffiti and helped to debug our first drafts.Our contacts at "Addison-Wesley" were especially efficient and helpful;in particular, we wish to thank our publisher (Peter "Gordon"), productionsupervisor (Bette "Aaronson"), designer (Roy "Brown"), and copy editor(Lyn "Dupr\'e"). The "National Science Foundation" and the "Office of NavalResearch" have given invaluable support."Cheryl Graham" was tremendously helpful as we prepared the index. And above all, we wish to thank our wives (Fan, Jill, and Amy)"!Knuth, Jill" "!Chung, Fan" "!Patashnik, Amy"\g I had a lot of trouble in this class, but I know it sharpened mymath skills and my thinking skills.\gfor their patience, support, encouragement, and ideas.This second edition features a new Section 5.8, which describes someimportant ideas that Doron "Zeilberger" discovered shortly after the firstedition went to press. Additional improvements to the first printing canalso be found on almost every page.We have tried to produce a perfect book, but we are imperfect authors.Therefore we solicit help in correcting any mistakes that we've made.A~"reward" of \$2.56 will gratefully be paid to the first finder ofany error, whether it is mathematical, historical, or typographical.\g I would advise the casual student to stay away from this course.\g\smallskip{\advance\baselineskip-1pt\halign to\hsize{\sl#\hfil\tabskip=0pt plus 1fil&\hfil#\tabskip=0pt\crMurray Hill, New Jersey&\dash---RLG\cr"!Knuth, Don" "!Graham, Ron" "!Patashnik, Oren"and Stanford, California&DEK\crMay 1988 and October 1993&OP\cr}}\vfill\eject\tracingpages=1\beginchapter {} A Note on NotationSOME OF THE SYMBOLISM in this book has not (yet?) become standard.Here is a list of "notation"s that might be unfamiliar to readerswho have learned similar material from other books,together with the page numbers where these notations are explained.(See the general index, at the end of the book, for references to morestandard notations.)\smallskip\begingroup \advance\baselineskip 7pt plus 1pt \advance\lineskip 7pt plus 1pt\advance\lineskiplimit7pt\halign to\hsize{\displaymath#$\hfill\tabskip10pt plus20pt& #\hfil&\hfil#\tabskip0pt\cr\openup5pt\hbox{\sl Notation}&\sl Name&\sl Page\cr\noalign{\vskip1pt}\ln x&natural logarithm: $\log_e x$&|nn:ln|\cr\lg x&binary logarithm: $\log_2 x$&|nn:lg|\cr\log x&common logarithm: $\log_{10}x$&|nn:log|\cr\lfloor x\rfloor&floor: $\max@@ \{\,n\mid n\le x,\hbox{ integer $n\,\}$}$&|nn:floor|\cr\lceil x\rceil&ceiling: $\min@@ \{\,n\mid n\ge x,\hbox{ integer $n\,\}$}$&|nn:ceil|\crx\bmod y&remainder: $x-y\lfloor x/y\rfloor$&|nn:mod|\cr\{x\}&fractional part: $x\bmod 1$&|nn:fracpt|\cr\noalign{\vskip2pt}\sum f(x)\,\delta x&indefinite summation&|nn:indef-sum|\cr\sum\nolimits_a^b f(x)\,\delta x&definite summation&|nn:def-sum|\cr\noalign{\vskip2pt}x\_n&falling factorial power: $x!/(x-n)!$&|nn:fall|,\thinspace|nn:gfall|\crx\_^n&rising factorial power: $\Gamma(x+n)/\Gamma(x)$&|nn:rise|,\thinspace                                                      |nn:grise|\crn\?&subfactorial: $n!/0!-n!/1!+\cdots+(-1)^nn!/n!$&|nn:subfact|\cr\Re z&real part: $x$, if $z=x+iy$&|nn:realpart|\cr\noalign{\g \vskip-15.5pt If you don't under\-stand what the x denotes at the bottom of this page, try asking your Latin professor instead of your math professor.\g}\Im z&imaginary part: $y$, if $z=x+iy$&|nn:realpart|\crH_n&harmonic number: $1/1+\cdots+1/n$&|nn:hn|\crH_n^{(x)}&generalized harmonic number: $1/1^x+\cdots+1/n^x$&|nn:hn-gen|\crf^{(m)}(z)&$m$th derivative of $f$ at $z$&|nn:mth-deriv|\cr{n\brack@m@}&Stirling cycle number (the ``first kind'')&|nn:brack|\cr{n\brace m}&Stirling subset number (the ``second kind'')&|nn:brace|\cr{n\euler m}&Eulerian number&|nn:euler|\cr{\Euler nm}&Second-order Eulerian number&|nn:euler2|\cr\noalign{\g Prestressed \hbox{concrete} mathematics isconcrete mathe\-matics that's preceded by a bewildering list of~notations.\g\vskip6pt}(a_m\ldots a_0)_b&radix notation for $\sum_{k=0}^m a_kb^k$&|nn:radix|\crK(a_1,\ldots,a_n)&continuant polynomial&|nn:continuant|\cr\hyp{a,b}cz&hypergeometric function&|nn:hyp|\cr\#A&cardinality: number of elements in the set $A$&|nn:card|\cr[z^n]\,f(z)&coefficient of $z^n$ in $f(z)$&|nn:coeff-brack|\cr[\alpha\dts\beta]&closed interval: the set $\{x\mid \alpha\le x\le\beta\}$&|nn:interval|\cr\[m=n]&$1\,$ if $m=n$, otherwise $0\,$*&|nn:iverson|\cr\[m\divides n]&$1\,$ if $m$ divides $n$, otherwise $0\,$*&|nn:div|\cr\[m\edivides n]&$1\,$ if $m$ exactly divides $n$, otherwise $0\,$*&|nn:ediv|\cr\[m\rp n]&$1\,$ if $m$ is relatively prime to $n$, otherwise $0\,$*&|nn:rp|\cr}\endgroup\bigskip\noindent\llap{*}In general, if $S$ is any statement that can be true or false, thebracketed notation$\[S]$ stands for $1$~if $S$~is true, $0$ otherwise.Throughout this text, we use single-quote marks (`\dots') to delimittext as it is {\it written},double-quote marks (``\dots'')"!quotation marks" for a phrase as it is {\it spoken}. Thus, the string of letters `string'\g Also `nonstring' is a~string.\gis sometimes called a ``string.\qback''An expression of the form `$a/bc$' means the same as `$a/(bc)$'. Moreover,"!parenthesis conventions"$\log x/\!@\log y=(\log x)/(\log y)$ and $2@n!=2(n!)$.\bye

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