AN ANT COLONY ALGORITHM FOR MINIMUM UNSATISFIABLE CORE EXTRACTION

(整期优先)网络出版时间:2008-05-15
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ExplainingthecausesofinfeasibilityofBooleanformulashasmanypracticalapplicationsinelectronicdesignautomationandformalverificationofhardware.Furthermore,aminimumexplanationofinfeasibilitythatexcludesallirrelevantinformationisgenerallyofinterest.Asmallest-cardinalityunsatisfiablesubsetcalledaminimumunsatisfiablecorecanprovideasuccinctexplanationofinfea-sibilityandisvaluableforapplications.However,littleattentionhasbeenconcentratedonextractionofminimumunsatisfiablecore.Inthispaper,therelationshipbetweenmaximalsatisfiabilityandmini-mumunsatisfiabilityispresentedandproved,thenanefficientantcolonyalgorithmisproposedtoderiveanexactornearlyexactminimumunsatisfiablecorebasedontherelationship.Finally,ex-perimentalresultsonpracticalbenchmarkscomparedwiththebestknownapproacharereported,andtheresultsshowthattheantcolonyalgorithmstronglyoutperformsthebestpreviousalgorithm.