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Full Arc Consistency in WCSP and in Constraint Hierarchies with Finite Domains

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Book cover Principles and Practice of Constraint Programming - CP 2005 (CP 2005)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 3709))

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Abstract

Consistency techniques proved to be an efficient method for reducing the search space of CSP and hence they were modified for soft constraint frameworks too. Several algorithms for local consistency in Weighted CSP, where costs are assigned to tuples, were introduced in [2,3]. The strongest form among them is Full Star Directional Arc Consistency (FDAC*). The algorithm for enforcing FDAC* is based on sending costs from one constraint to another in one direction with respect to the fixed order of variables.

Supported by the Czech Science Foundation under the contracts 201/04/1102 and 201/05/H014.

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References

  1. Borning, A., Maher, M., Martindale, A., Wilson, M.: Constraint Hierarchies and Logic Programming. In: Proceedings of 6th International Conference on Logic Programming, pp. 149–164. MIT Press, Cambridge (1989)

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  2. Larrosa, J., Schiex, T.: In the quest of the best form of local consistency for Weighted CSP. In: Proceedings of IJCAI 2003, Acapulco, Mexico (2003)

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  3. Larrosa, J., Schiex, T.: Solving Weighted CSP by Maintaining Arc Consistency. Artificial Intelligence 159(1–2), 1–26 (2004)

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© 2005 Springer-Verlag Berlin Heidelberg

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Zlomek, J., Barták, R. (2005). Full Arc Consistency in WCSP and in Constraint Hierarchies with Finite Domains. In: van Beek, P. (eds) Principles and Practice of Constraint Programming - CP 2005. CP 2005. Lecture Notes in Computer Science, vol 3709. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11564751_114

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  • DOI: https://doi.org/10.1007/11564751_114

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-29238-8

  • Online ISBN: 978-3-540-32050-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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