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Connections to statistical physics

  • Fabrizio Altarelli
  • , Rémi Monasson
  • , Guilhem Semerjian
  • , Francesco Zamponi

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collectionChapitreRevue par des pairs

Résumé

This chapter surveys a part of the intense research activity that has been devoted by theoretical physicists to the study of randomly generated k-SAT instances. It can be at first sight surprising that there is a connection between physics and computer science. However low-temperature statistical mechanics concerns precisely the behaviour of the low-lying configurations of an energy landscape, in other words the optimization of a cost function. Moreover the ensemble of random k-SAT instances exhibit phase transitions, a phenomenon mostly studied in physics (think for instance at the transition between liquid and gaseous water). Besides the introduction of general concepts of statistical mechanics and their translations in computer science language, the chapter presents results on the location of the satisfiability transition, the detailed picture of the satisfiable regime and the various phase transitions it undergoes, and algorithmic issues for random k-SAT instances.

langue originaleAnglais
titreHandbook of Satisfiability
EditeurIOS Press
Pages569-611
Nombre de pages43
Edition1
ISBN (imprimé)9781586039295
Les DOIs
étatPublié - 1 janv. 2009

Série de publications

NomFrontiers in Artificial Intelligence and Applications
nombre1
Volume185
ISSN (imprimé)0922-6389
ISSN (Electronique)1879-8314

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