Theory of Computation

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  • Topic: Computational complexity theory, Turing machine, Algorithm
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INTRODUCTION TO THE THEORY OF COMPUTATION, SECOND EDITION

MICHAEL SIPSER
MassachusettsInstitute of Technology

THOMSON
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THOIVISON
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Introduction to the Theory of Computation, Second Edition by Michael Sipser

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To Ina, Rachel, and Aaron

CONTENTS

Preface to the First Edition xi To the student .... ...................................... xi To the educator ..................................... xii The first edition ..... .................................... xiii Feedback to the author ............................... xiii Acknowledgments ...... .................................. xiv Preface to the Second Edition 0 Introduction 0.1 Automata, Computability, and Complexity . . . . . . . . . . . . . Complexity theory ................................... Computability theory ................................. Automata theory ..................................... 0.2 Mathematical Notions and Terminology ..................... Sets ... .............................................. Sequences and tuples ..... .................................. Functions and relations ..... ................................ Graphs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Strings and languages . . . . . . . . . . . . . . . . . . . . . . . Boolean logic .......... ..................... Summary of mathematical terms . . . . . . . . . . . . . . . . . 0.3 Definitions, Theorems, and Proofs .. ........................ Finding proofs . . . . . . . . . . . . . . . . . . . . . . . . . . . 0.4 Types of Proof . . . . . . . . . . . . . . . . . . . . . . . . . . . . Proof by construction .......................... Proof by contradiction . . . . . . . . . . . . . . . . . . . . . . . Proof by induction .............................. Exercises, Problems, and Solutions ....................... .. v

xvii 1 1 2 2 3 3 3 6 7 10 13 14 16 17 17 21 221 21 22 25

Vi

CONTENTS

Part One: Automata and Languages
1 Regular Languages 1.1 Finite Automata.................... Formal definition of a finite automaton ...... Examples of finite automata .............. Formal definition of computation .......... Designing finite automata ............... The regular operations .................. 1.2 Nondeterminism ....................... Formal definition of a nondeterministic finite aut tomaton . Equivalence of NFAs and DFAs ........... Closure under the regular operations ........ 1.3 Regular Expressions ..................... Formal definition of a regular expression...
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