Computational complexity and statistical physics /

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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
Clasificación:Libro Electrónico
Otros Autores: Percus, Allon, Istrate, Gabriel, Moore, Cristopher
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oxford ; New York : Oxford University Press, 2006.
Colección:Proceedings volume in the Santa Fe Institute studies in the sciences of complexity.
Temas:
Computational complexity.
Combinatorial analysis.
Statistical physics.
Phase transformations (Statistical physics)
Complexité de calcul (Informatique)
Analyse combinatoire.
Physique statistique.
Transitions de phase.
COMPUTERS > Machine Theory.
Combinatorial analysis
Computational complexity
Statistical physics
Berechnungskomplexität
Statistische Physik
Kongress.
Santa Fe (NM, 2001)
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Where statistical physics meets computation / Allon G. Percus, Gabriel Istrate, and Cristopher Moore
  • Threshold phenomena and influence : perspectives from mathematics, computer science, and economics / Gil Kalai and Shmuel Safra
  • Analyzing search algorithms with physical methods / Simona Cocco [and others]
  • Constraint satisfaction by survey propagation / Alfredo Braunstein [and others]
  • The easiest hard problem : number partitioning / Stephan Mertens
  • Ground states, energy landscape, and low-temperature dynamics of ±J spin glasses / Sigismund Kobe and Jarek Krawczyk
  • The satisfiability threshold conjecture : techniques behind upper bound improvements / Lefteris M. Kirousis, Yannis C. Stamatiou, and Michele Zito
  • Proving conditional randomness using the principle of deferred decisions / Alexis C. Kaporis, Lefteris M. Kirousis, and Yiannis C. Stamatiou
  • The phase transition in the random hornSAT problem / Demetrios D. Demopoulos and Moshe Y. Vardi
  • Phase transitions for quantum search algorithms / Tad Hogg
  • Scalability, random surfaces, and synchronized computing networks / Zoltan Toroczkai [and others]
  • Combinatorics of genotype-phenotype maps : an RNA case study / Christian M. Reidys
  • Towards a predictive computational complexity theory for periodically specified problems : a survey / Harry B. Hunt III [and others].

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