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Propagate the Right Thing: How Preferences Can Speed-Up Constraint Solving
Acte de colloque   Open Access

Propagate the Right Thing: How Preferences Can Speed-Up Constraint Solving

Christian Bessiere, Anaïs Fabre et Ulrich Junker
8th International Joint Conference on Artificial Intelligence, pp.191-196
IJCAI: International Joint Conference on Artificial Intelligence (Acapulco, Mexico, 09/08/2003–15/08/2003)
2003

Résumé

We present an algorithm Pref-AC that limits arc consistency (AC) to the preferred choices of a tree search procedure and that makes constraint solving more efficient without changing the pruning and shape of the search tree. Arc consistency thus becomes more scalable and usable for many real-world constraint satisfaction problems such as configuration and scheduling. Moreover, Pref-AC directly computes a preferred solution for tree-like constraint satisfaction problems.

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