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Computational Complexity and Statistical Physics

Name: Computational Complexity and Statistical Physics
Brand: Oxford University Press Inc
SKU: 04516498
Price: 29344 HUF
Availability: InStock
Author: Allon Percus
ISBN: 9780195177381

Allon Percus

Language

English

Book Paperback

Libristo code: 04516498

Publishers Oxford University Press Inc, March 2006

Computer science and physics have been closely linked since the birth of modern computing. In recen... Full description

Libristo code: 04516498

200 b

29 344 Ft

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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.