Message passing in random satisfiability problems

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This talk surveys the recent development of message passing procedures for solving constraint satisfaction problems. The cavity method from statistical physics provides a generalization of the belief propagation strategy that is able to deal with the clustering of solutions in these problems. It allows to derive analytic results on their phase diagrams, and offers a new algorithmic framework.
Talk given at NIPS 2003; 8 pages

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Disordered Systems and Neural Networks, Statistical Mechanics

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http://salesiana.dossiersoluciones.com/handle/123456789/23110

Consulte el texto completo en el siguiente enlace:

https://arxiv.org/abs/cond-mat/0401237
 http://arxiv.org/abs/cond-mat/0401237

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arXiv