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Computational complexity and statistical physics

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...

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Detalles Bibliográficos
Autores principales: Percus, Allon, Istrate, Gabriel, Moore, Cristopher
Lenguaje:eng
Publicado: Oxford Univ. Press 2005
Materias:
Acceso en línea:http://cds.cern.ch/record/910613
Descripción
Sumario: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