Abstract
Arc-consistency caught many researchs’ attention, involving the discovery of a large number of algorithms in the Constraint Satisfaction Problems (CSP) literature. These algorithms can be applied within or before the search of solutions, in order to eliminate inconsistencies and consequently to prune the search space. In this paper, we adopt a distributed approach due to the omnipresence of naturally distributed CSP real applications. So, a new distributed arc-consistency approach is proposed, discussed and illustrated through an example. Correctness, termination properties, complexity computing as well as experimental results are also given.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bessière, C. Arc consistency and arc consistency again. Artificial Intelligence 65, 1994.
Bessière, C.; Freuder, E. and Régin, J-C. Using constraint Metaknowledge to Reduce Arc Consistency Computation. Artificial Intelligence, Vol. 107, 1999, p125–148.
Bessière, C.; Régin, J-C. Refining the Basic Constraint Propagation Algorithm. In Proceedings IJCAI-01.
Deville, Y. and Hentenryck, P. V. En efficient arc consistency algorithm for a class of CSP problems. In Proceedings of IJCAI’91, Australia.
Dechter, R. and Pearl, J. Tree-Clustering Schemes for Constraint-Proces sing. In AAAI-88.
Hamadi, Y. Optimal Distributed Arc-Consistency. CP’99, p. 219–233.
Lamport, L. and Chandy, K. M. Distributed snapshots: Determining global states of distributed systems. TOCS, 3(1): 63–75, Feb 85.
Mackworth, A. K. Consistency in networks of relations. Artificial Intelligence, 8, 1977.
Montanari, U. NetWorks of Constraints: Fundamental properties and applications to picture processing. Information Sciences, 7, 1974. P.95–132.
Mohr, R. and Henderson, T. C. Arc and path consistency revisited. Artificial Intelligence, 28, 1986 p225–233.
Nguyen, T. and Deville, Y. A Distributed Arc-Consistency Algorithm. In: First Int. Workshop on Concurrent Constraint Satisfaction, 1995.
Waltz, D. L. Understanding Line Drawings of Scenes with Shadows. in: the Psychology of Computer Vision, McGraw Hill, 1975 (first published in:Tech.Rep. AI271, MIT MA, 1972).
Yokoo, M.; Ishida, T. and Kuwabara, K. Distributed Constraint Satisfaction for DAI Problems. In the 10th International Workshop on Distributed Artificial Intelligence, 1990.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2002 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Ben Hassine, A., Ghédira, K. (2002). Distributed Reinforcement of Arc-Consistency. In: Ishizuka, M., Sattar, A. (eds) PRICAI 2002: Trends in Artificial Intelligence. PRICAI 2002. Lecture Notes in Computer Science(), vol 2417. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45683-X_13
Download citation
DOI: https://doi.org/10.1007/3-540-45683-X_13
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-44038-3
Online ISBN: 978-3-540-45683-4
eBook Packages: Springer Book Archive