ENGLISH

Phase Transitions in Combinatorial Optimization Problems: Basics, Algorithms and Statistical Mechanics

By Alexander K. Hartmann , Martin Weigt

Book information

Publisher
Wiley-VCH
ISBN
9783527404735, 9783527606863, 3527404732
Open Library ID
OL9052914M
Language
english
Format
PDF
Filesize
2 MB (2419605 bytes)
Pages
363\363
Scanned
yes
Time added
2012-02-04 16:00:00

Description

A concise, comprehensive introduction to the topic of statistical physics of combinatorial optimization, bringing together theoretical concepts and algorithms from computer science with analytical methods from physics. The result bridges the gap between statistical physics and combinatorial optimization, investigating problems taken from theoretical computing, such as the vertex-cover problem, with the concepts and methods of theoretical physics. The authors cover rapid developments and analytical methods that are both extremely complex and spread by word-of-mouth, providing all the necessary basics in required detail. Throughout, the algorithms are shown with examples and calculations, while the proofs are given in a way suitable for graduate students, post-docs, and researchers. Ideal for newcomers to this young, multidisciplinary field.

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