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An Exact Inference Scheme for MinSAT

AuthorsLi, Chu Min; Manyà, Felip
KeywordsOptimal assignment
Inference rules
Exact inference
Issue Date25-Jul-2015
PublisherAAAI Press
CitationIJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence: 1959-1965
AbstractWe describe an exact inference-based algorithm for the MinSAT problem. Given a multiset of clauses C, the algorithm derives as many empty clauses as the maximum number of clauses that can be falsified in C by applying finitely many times an inference rule, and returns an optimal assignment. We prove the correctness of the algorithm, describe how it can be extended to deal with weighted MinSAT and weighted partial MinSAT instances, analyze the differences between the MaxSAT and MinSAT inference schemes, and define and empirically evaluate the MinSAT Pure Literal Rule.
Identifiersisbn: 978-157735738-4
uri: https://www.ijcai.org/Proceedings/15/Papers/278.pdf
Appears in Collections:(IIIA) Comunicaciones congresos
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