A coordination-based chaotic iteration algorithm for constraint propagation
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CP '99 Proceedings of the 5th International Conference on Principles and Practice of Constraint Programming
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Coordination-based distributed constraint solving in DICE
Proceedings of the 2003 ACM symposium on Applied computing
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COCOS'03 Proceedings of the Second international conference on Global Optimization and Constraint Satisfaction
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This paper gives an overview of DICE (DIstributed Constraint Environment), a framework for the construction of distributed constraint solvers from software components in four categories: (1) variable domain types, (2) (incomplete) solvers, (3) splitting strategies, to build search trees, and (4) search strategies, to traverse these search trees. DICE is implemented using the Manifold coordination language, and coordinates the components of a distributed solver. In addition to the coordination protocols and the algorithms that they implement, the paper describes the construction of solvers both from a constraint programming and a software engineering point of view.