Phase Transitions in Combinatorial Optimization Problems by Alexander K. Hartmann

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Author
Alexander K. Hartmann
Publisher
Wiley-VCH Verlag GmbH
Date of release
Pages
348
ISBN
9781280854002
Binding
ebook
Illustrations
Format
PDF, EPUB, MOBI, TXT, DOC
Rating
5
69

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Phase Transitions in Combinatorial Optimization Problems

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Book review

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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