Computational Complexity: A Conceptual Perspective
- ISBN-10
- 1139472747
- ISBN-13
- 9781139472746
- Category
- Computers
- Language
- English
- Published
- 2008-04-28
- Publisher
- Cambridge University Press
- Author
- Oded Goldreich
Description
Complexity theory is a central field of the theoretical foundations of computer science. It is concerned with the general study of the intrinsic complexity of computational tasks; that is, it addresses the question of what can be achieved within limited time (and/or with other limited natural computational resources). This book offers a conceptual perspective on complexity theory. It is intended to serve as an introduction for advanced undergraduate and graduate students, either as a textbook or for self-study. The book will also be useful to experts, since it provides expositions of the various sub-areas of complexity theory such as hardness amplification, pseudorandomness and probabilistic proof systems. In each case, the author starts by posing the intuitive questions that are addressed by the sub-area and then discusses the choices made in the actual formulation of these questions, the approaches that lead to the answers, and the ideas that are embedded in these answers.
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Other editions
-
- 2009-04-20
- 579 pages
- Paperback
- Cambridge University Press
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