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.
- ISBN10 6610854009
- ISBN13 9786610854004
- Publish Date 1 January 2005
- Publish Status Active
- Out of Print 21 August 2012
- Publish Country US
- Imprint Wiley Vch
- Format eBook
- Pages 362
- Language English