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On the computation of local interchangeability in discrete constraint satisfaction problems

Published: 01 July 1998 Publication History

Abstract

In. [4], Freuder defines several types of interchangeability to capture the equivalence among the values of a variable in a discrete constraint satisfaction problem (CSP), and provides a procedure for computing one type of local interchangeability. In this paper, we first extend this procedure for computing a weak form of local interchangeability. Second, we show that the modified procedure can be used to generate a conjunctive decomposition of the CSP by localizing, in the CSP, independent subproblems. Third, for the case of constraints of mutual exclusion, we show that locally Interchangeable values can be computed in a straightforward manner, and that the only possible type of ~ocal interchangeability is the one that induces locally Independent subproblems. Finally, we give hints on how to exploit these results in practice, establish a lattice that relates some types of interchangeability, and identify directions for future research.

References

[1]
Brent W. Benson and Eugene C. Freuder. Interchangeability Preprocessing Can Improve Forward Checking Search. In Proc. of the 10th ECAI , pages 28-30, Vienna, Austria, 1992.
[2]
Berthe Y. Choueiry and Boi Faltings. Using Abstractions for Resource Allocation. In IEEE 1995 International Conference on Robotics and Automation , pages 1027-1033, Nagoya, Japan, 1995.
[3]
Berthe Y. Choueiry, Boi Faltings, and Rainer Weigel. Abstraction by Interchangeability in Resource Allocation. In Proc. of the 14th IJCAI , pages 1694-1701, Montreal, Canada, 1995.
[4]
Eugene C. Freuder. Eliminating Interchangeable Values In Constraint Satisfaction Problems. In Proc. of AAAI- 91 , pages 227-233, Anaheim, CA, 1991.
[5]
Eugene C. Feuder and Paul D. Hubbe. A Disjunctive Decomposition Control Schema for Constraint Satisfaction. In V. Saraswat and P. Van Hentenryck, editors, Principles and Practice of Constraint Programming , pages 319-335. MIT Press, Cambridge, MA, 1995.
[6]
Eugene. C. Freuder and Paul D. Hubbe. Extracting Constraint Satisfaction Subproblems. In Proc. of the 14th IJCAI , pages 548-555, Montreal, Canada, 1995.
[7]
Alois Haselböck. Exploiting Interchangeabilities in Constraint Satisfaction Problems. In Proc. of the 13th IJCAI , pages 282-287, Chambéry, France, 1993.
[8]
Rainer Weigel and Boi Faltings. Structuring Techniques for tfonstraint Satisfaction Problems. In Proc. of the 15th IJCAI , pages - Nagoya, Japan, 1997.
[9]
Rainer Weigel, Boi Faltings, and Berthe Y. Choueiry. Context in Discrete Constraint Satisfaction Problems. In 12th European Conference on Artificial Intelligence ECAI'96 , pages 205-209, Budapest, Hungary, 1996.

Cited By

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  • (2013)Interchangeability with thresholds and degradation factors for Soft CSPsAnnals of Mathematics and Artificial Intelligence10.1007/s10472-013-9348-867:2(123-163)Online publication date: 1-Feb-2013
  • (2008)A unifying framework for structural properties of CSPsJournal of Artificial Intelligence Research10.5555/1622673.162268832:1(607-629)Online publication date: 1-Jun-2008
  • (2007)Relaxation of qualitative constraint networksProceedings of the 7th International conference on Abstraction, reformulation, and approximation10.5555/1770681.1770693(93-108)Online publication date: 18-Jul-2007
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Published In

cover image Guide Proceedings
AAAI '98/IAAI '98: Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
July 1998
1218 pages
ISBN:0262510987

Publisher

American Association for Artificial Intelligence

United States

Publication History

Published: 01 July 1998

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View all
  • (2013)Interchangeability with thresholds and degradation factors for Soft CSPsAnnals of Mathematics and Artificial Intelligence10.1007/s10472-013-9348-867:2(123-163)Online publication date: 1-Feb-2013
  • (2008)A unifying framework for structural properties of CSPsJournal of Artificial Intelligence Research10.5555/1622673.162268832:1(607-629)Online publication date: 1-Jun-2008
  • (2007)Relaxation of qualitative constraint networksProceedings of the 7th International conference on Abstraction, reformulation, and approximation10.5555/1770681.1770693(93-108)Online publication date: 18-Jul-2007
  • (2006)An attempt to dynamically break symmetries in the social golfers problemProceedings of the constraint solving and contraint logic programming 11th annual ERCIM international conference on Recent advances in constraints10.5555/1776496.1776500(33-47)Online publication date: 26-Jun-2006
  • (2006)Context-aware product bundling architecture in ubiquitous computing environmentsProceedings of the 9th Pacific Rim international conference on Artificial intelligence10.5555/1757898.1758012(901-906)Online publication date: 7-Aug-2006
  • (2005)An effective customization procedure with configurable standard modelsDecision Support Systems10.1016/j.dss.2004.06.01041:1(262-278)Online publication date: 1-Nov-2005
  • (2005)Compositional derivation of symmetries for constraint satisfactionProceedings of the 6th international conference on Abstraction, Reformulation and Approximation10.1007/11527862_17(234-247)Online publication date: 26-Jul-2005
  • (2005)Symmetry and search in a network design problemProceedings of the Second international conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems10.1007/11493853_25(336-350)Online publication date: 30-May-2005
  • (2004)Online customization with configurable standard modelsProceedings of the 6th international conference on Electronic commerce10.1145/1052220.1052273(419-428)Online publication date: 25-Mar-2004
  • (2004)Pruning by equally constrained variablesProceedings of the 2004 joint ERCIM/CoLOGNET international conference on Recent Advances in Constraints10.1007/11402763_3(26-40)Online publication date: 23-Jun-2004
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