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Using Stochastic Solvers in Constraint Logic Programming

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Using Stochastic Solvers in Constraint Logic Programming
Id. 46462859
Idioma inglés
Titulo Using Stochastic Solvers in Constraint Logic Programming
Autor(es) Peter J. Stuckey
Vincent W. L. Tam
Localización http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.35.5848
Versión 1.0
Estado Final
Descripción This paper proposes a general framework for integrating a constraint logic programming system with a stochastic constraint solver to solve constraint satisfaction problems efficiently. Stochastic solvers can solve hard constraint satisfaction problems very efficiently, and constraint logic programming allows heuristics and problem breakdown to be encoded in the same language as the constraints. Hence their combination is attractive. Unfortunately there is a mismatch in the kinds of information a stochastic solver provides, and that which a constraint logic programming system requires. We study the semantic properties of constraint logic programming systems that make use of stochastic solvers, and give soundness and completeness results for their use. We describe an example system. We have implemented a modified neural network simulator, GENET, as a constraint solver. We study various strategies for making use of this constraint solver, and compare the efficiency of the system on some s...
Tipo application/postscript
Palabras clave constraint logic
Tipo de recurso Texto Narrativo
Tipo de Interactividad Expositivo
Nivel de Interactividad muy bajo
Audiencia Estudiante
Profesor
Autor
Estructura Atomic
Coste no
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Metadata may be used without restrictions as long as the oai identifier remains attached to it.
Formatos application/postscript
Requerimientos técnicos Browser: Any
Relación [IsBasedOn] http://www.comp.nus.edu.sg/~vtam/paper/acsc96.ps.gz
[References] 10.1.1.22.7079
[References] 10.1.1.56.188
[References] 10.1.1.115.8137
[References] 10.1.1.50.4062
[References] 10.1.1.53.6745
[References] 10.1.1.130.1642
[References] 10.1.1.31.8220
[References] 10.1.1.34.6683
Fecha de contribución 01-oct-2009
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