Proceedings

QCSP Made Practical by Virtue of Restricted Quantification

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Proceedings of the Twentieth International Joint Conference on Artificial Intelligence. Pages 38-42.

Abstract

The QCSP+ language we introduce extends the framework of Quantified Constraint Satisfaction Problems (QCSPs) by enabling us to neatly express restricted quantifications via a chain of nested CSPs to be interpreted as alternately conjuncted and disjuncted. Restricted quantifiers turn out to be a convenient solution to the crippling modeling issues we encounter in QCSP and — surprisingly — they help to reuse propagation technology and to prune the search space. Our QCSP+ solver — which also handles arithmetic and global constraints — exhibits state-of-the-art performances.

Marco Benedetti, Arnaud Lallouet, and Jérémie Vautard. 2007. QCSP Made Practical by Virtue of Restricted Quantification. In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence, IJCAI-07. IJCAI, 38–42. https://ijcai.org/proceedings/2007/4
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