Computational Complexity

Papadimitriou, Christos

ISBN 10: 0201530821 / ISBN 13: 9780201530827

Published by Pearson, 1993

About this Item

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Bibliographic Details

Title: Computational Complexity

Publisher: Pearson

Publication Date: 1993

Binding: Paperback

Condition: new

About this title

Synopsis:

This modern introduction to the Theory of Computer Science is the first unified introduction to Computational Complexity. I+ offers a comprehensive and accessible treatment of the theory of algorithms and complexity - the elegant body of concepts and methods developed by computer scientists over the past 30 years for studying the pe@ormance and limitations of computer algorithms. The book is self-contained in that it develops all necessary mathematical prerequisites from such diverse fields such as computability, logic, number theory and probability.

From the Back Cover:

This new text offers a comprehensive and accessible treatment of the theory of algorithms and complexity - the elegant body of concepts and methods developed by computer scientists over the past 30 years for studying the performance and limitations of computer algorithms. Among topics covered are: reductions and NP-completeness, cryptography and protocols, randomized algorithms, and approximability of optimization problems, circuit complexity, the "structural" aspects of the P=NP question, parallel computation, the polynomial hierarchy, and many others.

Several sophisticated and recent results are presented in a rather simple way, while many more are developed in the form of extensive notes, problems, and hints. The book is surprisingly self-contained, in that it develops all necessary mathematical prerequisites from such diverse field as computability, logic, number theory, combinatorics, and probability.

Features

• First unified introduction to computational complexity.
• Integrates computation, applications, and logic throughout.
• Provides an accessible introduction to logic, including Boolean logic, first-order logic, and second-order logic.
• Includes extensive exercises including historical notes, references, and challeging problems.

0201530821B04062001