The role of redundant clauses in solving satisfiability problems

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abstract: In this paper, we introduce the notion of redundant clauses tocharacterize the structure of SAT instances. We identify severalinteresting features of redundant clauses that provide compellingevidence of the correlation between the percentage of redundantclauses and the hardness of instances. We propose a definition ofweighted clause-to-variable ratio (WCV), which substantiallyimproves the classic clause-to-variable (m/n) ratio in predictingsearch cost and explaining phase phenomenon.

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AbstractIn this paper, we introduce the notion of In this paper, we introduce the notion of redundant clauses tocharacterize the structure of SAT instances. We identify severalinteresting features of redundant clauses that provide compellingevidence of the correlation between the percentage of redundantclauses and the hardness of instances. We propose a definition ofweighted clause-to-variable ratio (WCV), which substantiallyimproves the classic clause-to-variable (m/n) ratio in predictingsearch cost and explaining phase phenomenon. arch cost and explaining phase phenomenon.
AddressBarcelona, Spain.  +
AuthorHonglei Zeng  +, and Sheila A. McIlraith  +
Bibtypeinproceedings  +
Booktitle(extended abstract), CP-2005 (the Eleventh International Conference on Principles and Practice of Constraint Programming)  +
KeyKSL-05-10  +
MonthOctober  +
TagComputer science  +
TitleThe Role of Redundant Clauses in Solving Satisfiability Problems  +
Tr idKSL-05-10  +
Year2005  +
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