Computational Complexity and Statistical Physics pdf epub mobi txt 电子书下载 2024

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Percus, Allon G. (EDT)/ Istrate, Gabriel (EDT)/ Moore, Cristopher (EDT)

Oxford Univ Pr

2005-9

382

$ 62.15

Pap

9780195177381

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发表于2024-07-03

Computational Complexity and Statistical Physics epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Computational Complexity and Statistical Physics pdf epub mobi txt 电子书下载 2024

图书描述

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.

Computational Complexity and Statistical Physics 下载 mobi epub pdf txt 电子书