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Using Stochastic Methods to Guide Search in CLP: a Preliminary Report (1996)  (Make Corrections)  (2 citations)
J.H.M. Lee, H.F. Leung, P.J. Stuckey, V.W.L. Tam, and H.W. Won Department ...
Asian Computing Science Conference



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Abstract: . Recently Lee, StuckeyandTam have shown the advantagesof incorporating stochastic solvers into constraint logic programming (CLP) systems. Their approaches, while efficient, both suffer from some form of incompleteness and complication in semantics. This paper proposes a generalization of these previous efforts by using stochastic methods to guide and speed up the search of derivation trees for successful branches. By spending computational effort to exercise the stochastic solver at various... (Update)

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...Although we deal with programs in the integer domain throughout the paper, our integration framework is applicable to CLP systems over any constraint domain, as long as a stochastic solver for that domain is available. A longer and more detailed version of this paper appears as...

.... techniques such as the iterative repair method [45, 41] The sixth approach employs cooperation among different constraint solvers [44, 40]. The last three approaches represent partial or complete modification to the underlying constraint solving mechanism. This type of...

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BibTeX entry:   (Update)

J.H.M. Lee, H.F. Leung,P.J. Stuckey, V.W.L. Tam, and H.W. Won, Using Stochastic Methods to Guide Search in CLP: a Preliminary Report. Technical Report, Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, 1996. http://citeseer.ist.psu.edu/article/lee96using.html   More

@inproceedings{ lee96using,
    author = "J. H. M. Lee and Ho-Fung Leung and Peter J. Stuckey and V. W. L. Tam and Hon-Wing Won",
    title = "Using Stochastic Methods to Guide Search in {CLP}: A Preliminary Report",
    booktitle = "Asian Computing Science Conference",
    pages = "43-52",
    year = "1996",
    url = "citeseer.ist.psu.edu/article/lee96using.html" }
Citations (may not include all citations):
702   Consistency in networks of relations (context) - Mackworth - 1977
373   Constraint logic programming: A survey - Jaffar, Maher - 1994
267   The constraint logic programming language CHIP (context) - Dincbas, Van Hentenryck et al. - 1988
70   GENET: A connectionist architecture for solving constraint s.. - Davenport, Tsang et al. - 1994
12   Extending GENET with Lazy Arc Consistency - Stuckey, Tam - 1996
10   A framework for integrating artificial neural networks and l.. - Lee, Tam - 1995
8   Prather Discrete Mathematical Structures for Computer Scienc.. (context) - Ronald - 1976
4   ECRC Common Logic Programming System (context) - Logic, ECLiPSe et al.
2   Models for using stochastic solvers in constraint logic prog.. (context) - Stuckey, Tam - 1996
2   Using Stochastic Methods to Guide Search in CLP: a Prelimina.. - Lee, Leung et al. - 1996
2   Integration of Stochastic Solvers into Constraint Logic Prog.. (context) - Lee, Leung et al. - 1996
1   ACM Transactions on Programming Languagesand Systems (context) - Jaffar, Michaylov et al. - 1992

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