Computational Complexity and Statistical Physics Paperback / softback
Edited by Allon (Institute for Pure & Applied Mathematics, Institute for Pure & Applied Mathematics, U Percus, Gabriel (, Los Alamos National Laboratory) Istrate, Cristopher (Departments of Computer Science and Astronomy and Physics, Departments of Compute Moore
Part of the Santa Fe Institute Studies on the Sciences of Complexity series
Paperback / softback
- Information
Description
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.
Information
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Out of StockMore expected soonContact us for further information
- Format:Paperback / softback
- Pages:384 pages, Numerous line drawings
- Publisher:Oxford University Press Inc
- Publication Date:09/03/2006
- Category:
- ISBN:9780195177381
Information
-
Out of StockMore expected soonContact us for further information
- Format:Paperback / softback
- Pages:384 pages, Numerous line drawings
- Publisher:Oxford University Press Inc
- Publication Date:09/03/2006
- Category:
- ISBN:9780195177381