
Discrete Structures, Logic, and Computability
By: James L. Hein
Hardcover | 10 October 2001 | Edition Number 2
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| Elementary Notions and Notations | p. 1 |
| A Proof Primer | p. 2 |
| Logical Statements | p. 2 |
| Something to Talk About | p. 5 |
| Proof Techniques | p. 6 |
| Exercises | p. 12 |
| Sets | p. 13 |
| Definition of a Set | p. 13 |
| Operations on Sets | p. 18 |
| Counting Finite Sets | p. 26 |
| Bags (Multisets) | p. 29 |
| Sets Should Not Be Too Complicated | p. 30 |
| Exercises | p. 31 |
| Ordered Structures | p. 35 |
| Tuples | p. 35 |
| Lists | p. 39 |
| Strings and Languages | p. 41 |
| Relations | p. 46 |
| Counting Tuples | p. 49 |
| Exercises | p. 52 |
| Graphs and Trees | p. 55 |
| Definition of a Graph | p. 55 |
| Paths and Graphs | p. 59 |
| Graph Traversals | p. 61 |
| Trees | p. 63 |
| Spanning Trees | p. 68 |
| Exercises | p. 70 |
| Chapter Summary | p. 72 |
| Facts about Functions | p. 73 |
| Definitions and Examples | p. 74 |
| Definition of a Function | p. 74 |
| Some Useful Functions | p. 79 |
| Partial Functions | p. 87 |
| Exercises | p. 88 |
| Constructing Functions | p. 91 |
| Composition of Functions | p. 91 |
| The Map Function | p. 96 |
| Exercise | p. 98 |
| Properties of Functions | p. 100 |
| Injections and Surjections | p. 100 |
| Bijections and Inverses | p. 102 |
| The Pigeonhole Principle | p. 105 |
| Simple Ciphers | p. 106 |
| Hash Functions | p. 109 |
| Exercises | p. 111 |
| Countability | p. 115 |
| Comparing the Size of Sets | p. 115 |
| Sets that Are Countable | p. 116 |
| Diagonalization | p. 119 |
| Limits on Computability | p. 121 |
| Exercises | p. 124 |
| Chapter Summary | p. 125 |
| Construction Techniques | p. 127 |
| Inductively Defined Sets | p. 128 |
| Numbers | p. 129 |
| Strings | p. 132 |
| Lists | p. 134 |
| Binary Trees | p. 138 |
| Cartesian Products of Sets | p. 140 |
| Exercises | p. 142 |
| Recursive Functions and Procedures | p. 145 |
| Numbers | p. 146 |
| Strings | p. 150 |
| Lists | p. 153 |
| Binary Trees | p. 159 |
| Two More Problems | p. 163 |
| Infinite Sequences | p. 165 |
| Exercises | p. 168 |
| Grammars | p. 173 |
| Recalling an English Grammar | p. 173 |
| Structure of Grammars | p. 174 |
| Derivations | p. 177 |
| Constructing Grammars | p. 181 |
| Meaning and Ambiguity | p. 186 |
| Exercises | p. 188 |
| Chapter Summary | p. 191 |
| Equivalence, Order, and Inductive Proof | p. 193 |
| Properties of Binary Relations | p. 194 |
| Composition of Relations | p. 195 |
| Closures | p. 199 |
| Path Problems | p. 204 |
| Exercises | p. 209 |
| Equivalence Relations | p. 213 |
| Definition and Examples | p. 214 |
| Equivalence Classes | p. 218 |
| Partitions | p. 219 |
| Generating Equivalence Relations | p. 225 |
| Exercises | p. 229 |
| Order Relations | p. 232 |
| Partial Orders | p. 233 |
| Topological Sorting | p. 239 |
| Well-Founded Orders | p. 242 |
| Ordinal Numbers | p. 250 |
| Exercises | p. 251 |
| Inductive Proof | p. 253 |
| Proof by Mathematical Induction | p. 253 |
| Proof by Well-Founded Induction | p. 259 |
| A Variety of Examples | p. 261 |
| Exercises | p. 267 |
| Chapter Summary | p. 272 |
| Analysis Techniques | p. 273 |
| Analyzing Algorithms | p. 274 |
| Worst-Case Running Time | p. 274 |
| Decision Trees | p. 277 |
| Exercises | p. 281 |
| Finding Closed Forms | p. 281 |
| Closed Forms for Sums | p. 282 |
| Exercises | p. 287 |
| Counting and Discrete Probability | p. 289 |
| Permutations (Order Is Important) | p. 289 |
| Combinations (Order Is Not Important) | p. 293 |
| Discrete Probability | p. 298 |
| Exercises | p. 309 |
| Solving Recurrences | p. 312 |
| Solving Simple Recurrences | p. 313 |
| Generating Functions | p. 319 |
| Exercises | p. 332 |
| Comparing Rates of Growth | p. 334 |
| Big Theta | p. 334 |
| Little Oh | p. 338 |
| Big Oh and Big Omega | p. 339 |
| Exercises | p. 341 |
| Chapter Summary | p. 342 |
| Elementary Logic | p. 345 |
| How Do We Reason? | p. 346 |
| What Is a Calculus? | p. 347 |
| How Can We Tell Whether Something Is a Proof? | p. 348 |
| Propositional Calculus | p. 348 |
| Well-Formed Formulas and Semantics | p. 349 |
| Equivalence | p. 353 |
| Truth Functions and Normal Forms | p. 358 |
| Complete Sets of Connectives | p. 365 |
| Exercises | p. 367 |
| Formal Reasoning | p. 369 |
| Inference Rules | p. 370 |
| Formal Proof | p. 372 |
| Proof Notes | p. 380 |
| Exercises | p. 381 |
| Formal Axiom Systems | p. 384 |
| An Example Axiom System | p. 384 |
| Other Axiom Systems | p. 391 |
| Exercises | p. 392 |
| Chapter Summary | p. 394 |
| Predicate Logic | p. 397 |
| First-Order Predicate Calculus | p. 397 |
| Predicates and Quantifiers | p. 398 |
| Well-Formed Formulas | p. 402 |
| Semantics and Interpretations | p. 404 |
| Validity | p. 409 |
| The Validity Problem | p. 413 |
| Exercises | p. 413 |
| Equivalent Formulas | p. 416 |
| Equivalence | p. 416 |
| Normal Forms | p. 424 |
| Formalizing English Sentences | p. 427 |
| Summary | p. 429 |
| Exercises | p. 430 |
| Formal Proofs in Predicate Calculus | p. 432 |
| Universal Instantiation | p. 433 |
| Existential Generalization (EG) | p. 437 |
| Existential Instantiation (EI) | p. 438 |
| Universal Generalization (UG) | p. 440 |
| Examples of Formal Proofs | p. 443 |
| Summary of Quantifier Proofs Rules | p. 450 |
| Exercises | p. 451 |
| Chapter Summary | p. 456 |
| Applied Logic | p. 457 |
| Equality | p. 458 |
| Describing Equality | p. 458 |
| Extending Equals for Equals | p. 464 |
| Exercises | p. 465 |
| Program Correctness | p. 466 |
| Imperative Program Correctness | p. 467 |
| Array Assignment | p. 478 |
| Termination | p. 482 |
| Exercises | p. 486 |
| Higher-Order Logics | p. 491 |
| Classifying Higher-Order Logics | p. 492 |
| Semantics | p. 496 |
| Higher-Order Reasoning | p. 498 |
| Exercises | p. 501 |
| Chapter Summary | p. 503 |
| Computational Logic | p. 505 |
| Automatic Reasoning | p. 505 |
| Clauses and Clausal Forms | p. 506 |
| Resolution for Propositions | p. 512 |
| Substitution and Unification | p. 514 |
| Resolution: The General Case | p. 521 |
| Theorem Proving with Resolution | p. 526 |
| Remarks | p. 529 |
| Exercises | p. 530 |
| Logic Programming | p. 533 |
| Family Trees | p. 534 |
| Definition of a Logic Program | p. 536 |
| Resolution and Logic Programming | p. 537 |
| Logic Programming Techniques | p. 549 |
| Exercises | p. 553 |
| Chapter Summary | p. 555 |
| Algebraic Structures and Techniques | p. 557 |
| What Is an Algebra? | p. 558 |
| Definition of an Algebra | p. 560 |
| Concrete Versus Abstract | p. 562 |
| Working in Algebras | p. 564 |
| Exercises | p. 570 |
| Boolean Algebra | p. 572 |
| Simplifying Boolean Expressions | p. 574 |
| Digital Circuits | p. 578 |
| Exercises | p. 583 |
| Abstract Data Types as Algebras | p. 585 |
| Natural Numbers | p. 585 |
| Lists and Strings | p. 589 |
| Stacks and Queues | p. 592 |
| Binary Trees and Priority Queues | p. 596 |
| Exercises | p. 599 |
| Computational Algebras | p. 601 |
| Relational Algebras | p. 601 |
| Functional Algebras | p. 607 |
| Exercises | p. 611 |
| Other Algebraic Ideas | p. 613 |
| Congruence | p. 613 |
| Cryptology: The RSA Algorithm | p. 616 |
| Subalgebras | p. 621 |
| Morphisms | p. 623 |
| Exercises | p. 629 |
| Chapter Summary | p. 632 |
| Regular Languages and Finite Automata | p. 633 |
| Regular Languages | p. 634 |
| Regular Expressions | p. 635 |
| The Algebra of Regular Expressions | p. 638 |
| Exercises | p. 640 |
| Finite Automata | p. 642 |
| Deterministic Finite Automata | p. 642 |
| Nondeterministic Finite Automata | p. 646 |
| Transforming Regular Expressions into Finite Automata | p. 648 |
| Transforming Finite Automata into Regular Expressions | p. 650 |
| Finite Automata as Output Devices | p. 655 |
| Representing and Executing Finite Automata | p. 658 |
| Exercises | p. 664 |
| Constructing Efficient Finite Automata | p. 666 |
| Another Regular Expression to NFA Algorithm | p. 667 |
| Transforming an NFA into a DFA | p. 669 |
| Minimum-State DFAs | p. 675 |
| Exercises | p. 681 |
| Regular Language Topics | p. 683 |
| Regular Grammars | p. 684 |
| Properties of Regular Languages | p. 689 |
| Exercises | p. 693 |
| Chapter Summary | p. 695 |
| Context-Free Languages and Pushdown Automata | p. 697 |
| Context-Free Languages | p. 697 |
| Exercises | p. 700 |
| Pushdown Automata | p. 700 |
| Equivalent Forms of Acceptance | p. 703 |
| Context-Free Grammars and Pushdown Automata | p. 707 |
| Representing and Executing Pushdown Automata | p. 712 |
| Exercises | p. 715 |
| Parsing Techniques | p. 717 |
| LL(k) Parsing | p. 717 |
| LR(k) Parsing | p. 731 |
| Exercises | p. 744 |
| Context-Free Language Topics | p. 746 |
| Transforming Grammars | p. 746 |
| Properties of Context-Free Languages | p. 751 |
| Exercises | p. 755 |
| Chapter Summary | p. 756 |
| Turing Machines and Equivalent Models | p. 757 |
| Turing Machines | p. 757 |
| Definition of a Turing Machine | p. 758 |
| Turing Machines with Output | p. 762 |
| Alternative Definitions | p. 765 |
| A Universal Turing Machine | p. 769 |
| Exercises | p. 773 |
| The Church-Turing Thesis | p. 774 |
| Equivalence of Computational Models | p. 775 |
| A Simple Programming Language | p. 776 |
| Recursive Functions | p. 778 |
| Machines That Transform Strings | p. 781 |
| Exercises | p. 787 |
| Chapter Summary | p. 789 |
| Computational Notions | p. 791 |
| Computability | p. 791 |
| Effective Enumerations | p. 792 |
| The Halting Problem | p. 795 |
| The Total Problem | p. 796 |
| Other Problems | p. 798 |
| Exercises | p. 802 |
| A Hierarchy of Languages | p. 803 |
| The Languages | p. 803 |
| Summary | p. 807 |
| Exercises | p. 807 |
| Complexity Classes | p. 808 |
| The Class P | p. 809 |
| The Class NP | p. 810 |
| The Class PSPACE | p. 811 |
| Intractable Problems | p. 813 |
| Completeness | p. 815 |
| Formal Complexity Theory | p. 821 |
| Exercises | p. 824 |
| Chapter Summary | p. 825 |
| Answers to Selected Exercises | p. 827 |
| Bibliography | p. 915 |
| Greek Alphabet | p. 921 |
| Symbol Glossary | p. 923 |
| Index | p. 929 |
| Table of Contents provided by Syndetics. All Rights Reserved. |
ISBN: 9780763718435
ISBN-10: 0763718432
Series: Jones & Bartlett Computer Science
Published: 10th October 2001
Format: Hardcover
Language: English
Number of Pages: 954
Audience: Professional and Scholarly
Publisher: Jones and Bartlett Publishers, Inc
Country of Publication: US
Edition Number: 2
Edition Type: Revised
Dimensions (cm): 24.4 x 19.6 x 3.81
Weight (kg): 1.48
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