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Book Categories |
Preface | ||
1 | Preliminaries | 1 |
1.1 | Words and Languages | 1 |
1.2 | K-adic Representation | 2 |
1.3 | Partial Functions | 3 |
1.4 | Graphs | 4 |
1.5 | Propositional Logic | 6 |
1.6 | Cardinality | 8 |
1.7 | Elementary Algebra | 11 |
2 | Introduction to Computability | 22 |
2.1 | Turing Machines | 23 |
2.2 | Turing-Machine Concepts | 26 |
2.3 | Variations of Turing Machines | 28 |
2.4 | Church's Thesis | 34 |
2.5 | RAMs | 36 |
3 | Undecidability | 41 |
3.1 | Decision Problems | 41 |
3.2 | Undecidable Problems | 43 |
3.3 | Pairing Functions | 46 |
3.4 | Computably Enumerable Sets | 47 |
3.5 | Halting Problem, Reductions, and Complete Sets | 50 |
3.6 | S-m-n Theorem | 53 |
3.7 | Recursion Theorem | 55 |
3.8 | Rice's Theorem | 57 |
3.9 | Turing Reductions and Oracle Turing Machines | 59 |
3.10 | Recursion Theorem, Continued | 66 |
4 | Introduction to Complexity Theory | 72 |
4.1 | Complexity Classes and Complexity Measures | 74 |
4.2 | Prerequisites | 77 |
5 | Basic Results of Complexity Theory | 78 |
5.1 | Linear Compression and Speedup | 80 |
5.2 | Constructible Functions | 86 |
5.3 | Tape Reduction | 90 |
5.4 | Inclusion Relationships | 97 |
5.5 | Separation Results | 107 |
5.6 | Translation Techniques and Padding | 111 |
5.7 | Relations between the Standard Classes - Continued | 115 |
6 | Nondeterminism and NP-Completeness | 122 |
6.1 | Characterizing NP | 123 |
6.2 | The Class P | 124 |
6.3 | Enumerations | 126 |
6.4 | NP-Completeness | 128 |
6.5 | The Cook-Levin Theorem | 130 |
6.6 | More NP-Complete Problems | 136 |
7 | Relative Computability | 145 |
7.1 | NP-Hardness | 147 |
7.2 | Search Problems | 151 |
7.3 | The Structure of NP | 153 |
7.4 | The Polynomial Hierarchy | 162 |
7.5 | Complete Problems for Other Complexity Classes | 170 |
References | 181 | |
Author Index | 187 | |
Subject Index | 191 |
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