Literature DB >> 16384035

Landscape of solutions in constraint satisfaction problems.

Marc Mézard1, Matteo Palassini, Olivier Rivoire.   

Abstract

We present a theoretical framework for characterizing the geometrical properties of the space of solutions in constraint satisfaction problems, together with practical algorithms for studying this structure on particular instances. We apply our method to the coloring problem, for which we obtain the total number of solutions and analyze in detail the distribution of distances between solutions.

Year:  2005        PMID: 16384035     DOI: 10.1103/PhysRevLett.95.200202

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  1 in total

1.  Gibbs states and the set of solutions of random constraint satisfaction problems.

Authors:  Florent Krzakała; Andrea Montanari; Federico Ricci-Tersenghi; Guilhem Semerjian; Lenka Zdeborová
Journal:  Proc Natl Acad Sci U S A       Date:  2007-06-13       Impact factor: 11.205

  1 in total

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