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Computational Complexity and Statistical Physics

Language EnglishEnglish
Book Hardback
Book Computational Complexity and Statistical Physics Allan Percus
Libristo code: 04516497
Publishers Oxford University Press Inc, December 2005
Computer science and physics have been closely linked since the birth of modern computing. In recen... Full description
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Computer science and physics have been closely linked since the birth of modern computing. In recent years, an interdisciplinary area has blossomed at the junction of these fields, connecting insights from statistical physics with basic computational challenges. Researchers have successfully applied techniques from the study of phase transitions to analyze NP-complete problems such as satisfiability and graph coloring. This is leading to a new understanding of the structure of these problems, and of how algorithms perform on them. Computational Complexity and Statistical Physics will serve as a standard reference and pedagogical aid to statistical physics methods in computer science, with a particular focus on phase transitions in combinatorial problems. Addressed to a broad range of readers, the book includes substantial background material along with current research by leading computer scientists, mathematicians, and physicists. It will prepare students and researchers from all of these fields to contribute to this exciting area.

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About the book

Full name Computational Complexity and Statistical Physics
Language English
Binding Book - Hardback
Date of issue 2005
Number of pages 384
EAN 9780195177374
ISBN 0195177371
Libristo code 04516497
Weight 648
Dimensions 163 x 242 x 22
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