Multiset Ordering Constraints

Frisch, Alan M., Miguel, Ian, Kiziltan, Zeynep, Hnich, Brahim, Walsh, Toby

arXiv.org Artificial Intelligence 

We identify a new and important global (or non-binary) constraint. This constraint ensures that the values taken by two vectors of variables, when viewed as multisets, are ordered. This constraint is useful for a number of different applications including breaking symmetry and fuzzy constraint satisfaction. We propose and implement an efficient linear time algorithm for enforcing generalised arc consistency on such a multiset ordering constraint. Experimental results on several problem domains show considerable promise.

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