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Computational Complexity by Christos Papadimitriou (1993, Trade Paperback)

Über dieses Produkt

Product Identifiers

PublisherPearson Education
ISBN-100201530821
ISBN-139780201530827
eBay Product ID (ePID)11776

Product Key Features

Number of Pages544 Pages
Publication NameComputational Complexity
LanguageEnglish
SubjectMachine Theory, Computer Science
Publication Year1993
TypeTextbook
AuthorChristos Papadimitriou
Subject AreaComputers
FormatTrade Paperback

Dimensions

Item Height1.2 in
Item Weight27.2 Oz
Item Length9.1 in
Item Width6.1 in

Additional Product Features

Intended AudienceCollege Audience
LCCN93-005662
Dewey Edition20
IllustratedYes
Dewey Decimal511.3
Table Of ContentI. ALGORITHMS. 1. Problems and Algorithms. 2. Turing Machines. 3. Undecidability. II. LOGIC. 1. Boolean Logic. 2. First Order Logic. 3. Undecidability in Logic. III. P AND NP. 1. Relations between Complexity Classes. 2. Reductions and Completeness. 3. NP-Complete Problems. 4. coNP and Function Problems. 5. Randomized Computation. 6. Cryptography. 7. Approximability. 8. On P vs. NP. IV. INSIDE P. 1. Parallel Computation. 2. Logarithmic Space. V. BEYOND NP. 1. The Polynomial Hierarchy. 2. Computation That Counts. 3. Polynomial Space. 4. A Glimpse Beyond. 0201530821T04062001
SynopsisThis 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 fields as computability, logic, number theory, combinatorics and probability.
LC Classification NumberQA267.7 .P36 1994

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