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Cover image for BUILDING PROOFS : A Practical Guide
Title:
BUILDING PROOFS : A Practical Guide
Personal Author:
Physical Description:
x, 164 pages : illustrations ; 24 cm.
ISBN:
9789814641296

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Item Category 1
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33000000002343 QA9.54 O46 2015 Open Access Book Book
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Summary

Summary

This book introduces students to the art and craft of writing proofs, beginning with the basics of writing proofs and logic, and continuing on with more in-depth issues and examples of creating proofs in different parts of mathematics, as well as introducing proofs-of-correctness for algorithms. The creation of proofs is covered for theorems in both discrete and continuous mathematics, and in difficulty ranging from elementary to beginning graduate level.Just beyond the standard introductory courses on calculus, theorems and proofs become central to mathematics. Students often find this emphasis difficult and new. This book is a guide to understanding and creating proofs. It explains the standard "moves" in mathematical proofs: direct computation, expanding definitions, proof by contradiction, proof by induction, as well as choosing notation and strategies.


Table of Contents

Prefacep. v
1 Getting startedp. 1
1.1 A first examplep. 1
1.2 The starting line: definitions and axiomsp. 4
1.2.1 Definitionsp. 5
1.2.2 Axiomsp. 6
1.3 Matching and dummy variablesp. 7
1.3.1 Matching up expressionsp. 7
1.3.2 Moving to the goalp. 9
1.3.3 Dummy variablesp. 11
1.4 Proof by contradictionp. 13
1.5 "If and only if"p. 17
1.6 Drawing picturesp. 18
1.6.1 Pythagoras' theorem - picture versionp. 18
1.6.2 Eulerian paths and the bridges of Koenigsbergp. 20
1.7 Notationp. 22
1.7.1 Choosing namesp. 22
1.7.2 Introducing new notationp. 23
1.7.3 Sub-scripts, super-scripts, and decorationsp. 24
1.8 More examples of proofs*p. 24
1.8.1 Composition of continuous functionsp. 24
1.8.2 Sums of squaresp. 26
1.9 Exercisesp. 27
2 Logic and other formalitiesp. 31
2.1 Propositional calculusp. 32
2.1.1 Propositional logic and truth tablesp. 32
2.1.2 Precedencep. 33
2.1.3 Truth tablesp. 34
2.1.4 Tautologiesp. 34
2.1.5 Rules of inferencep. 35
2.1.6 Implication via assumption*p. 36
2.1.7 Inference stepsp. 36
2.1.8 The algebra of propositionsp. 37
2.1.9 Boolean algebrap. 38
2.2 Expressions, predicates, and quantifiersp. 39
2.3 Rules of inferencep. 41
2.3.1 Rules of inference for propositional calculusp. 41
2.3.2 Rules of inference with quantifiersp. 41
2.4 Axioms of equality and inequalityp. 42
2.5 Dealing with setsp. 43
2.5.1 Set operationsp. 44
2.5.2 Special setsp. 45
2.5.3 Functionsp. 45
2.6 Proof by inductionp. 46
2.6.1 Some sumsp. 48
2.6.2 Fibonacci numbersp. 49
2.6.3 Egyptian fractionsp. 50
2.7 Proofs and algorithmsp. 52
2.7.1 Correctness by design*p. 56
2.8 Exercisesp. 59
3 Discrete and continuousp. 63
3.1 Inequalitiesp. 63
3.1.1 Some classic inequalitiesp. 64
3.1.2 Convex functionsp. 66
3.2 Some proofs in number theoryp. 69
3.2.1 Division algorithm and gcdp. 69
3.2.2 Prime numbersp. 73
3.2.3 "There are infinitely many primes"p. 74
3.3 Calculate the same thing in two different waysp. 75
3.3.1 Sums of degrees in graphsp. 76
3.3.2 The integral $$$ exp(-x 2 ) dxp. 77
3.4 Abstraction and algebrap. 78
3.5 Swapping sums, swapping integralsp. 82
3.5.1 The exponential functionp. 82
3.5.2 Taylor's theorem with remainderp. 84
3.6 Emphasizing the importantp. 86
3.6.1 Equivalence relations and well-defined definitionsp. 86
3.7 Graphs and networksp. 90
3.8 Real numbers and convergencep. 96
3.8.1 The Least Upper Bound propertyp. 96
3.8.2 Convergence of infinite sumsp. 98
3.8.3 Different kinds of convergencep. 100
3.8.4 "Give an e of room..."p. 102
3.9 Approximating or building "bad" things with "nice" tilingsp. 103
3.10 Exercisesp. 107
4 More advanced proof-makingp. 113
4.1 Counterexamples and proofsp. 113
4.1.1 Minimizing functions of one variablep. 113
4.1.2 Interchanging limitsp. 115
4.2 Dealing with the infinitep. 116
4.2.1 Rearrangements of conditionally convergent seriesp. 116
4.2.2 Shift operatorsp. 118
4.3 Bootstrappingp. 119
4.3.1 For square matrices, det(AB) = dct(A) det(B)p. 120
4.4 Impredicative definitionsp. 121
4.5 Diagonal proofsp. 126
4.5.1 Russell paradoxp. 127
4.5.2 Godel's incompleteness theoremp. 128
4.6 Using dualityp. 129
4.6.1 Duality in linear algebrap. 130
4.7 Optimizingp. 132
4.7.1 Holder inequalitiesp. 133
4.7.2 Huffman codingp. 136
4.8 Generating functionp. 141
4.8.1 Recurrences and generating functionsp. 141
4.8.2 Catalan numbersp. 143
4.9 Exercisesp. 144
5 Building theoriesp. 149
5.1 Choosing definitionsp. 149
5.2 What am I modeling?p. 150
5.2.1 Generalizing known conceptsp. 151
5.3 Converting one kind of mathematics into anotherp. 152
5.4 What is an interesting question?p. 153
5.5 Exercisesp. 155
Bibliographyp. 159
Indexp. 161
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