APPLYING PROCESS MINING APPROACH TO SUPPORT THE VERIFICATION OF A MULTI-AGENT SYSTEM

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摘要 Usingagentdevelopmenttoolstoconstructanagent-basedsystemisawellappliedapproach.However,thedevelopmenttoolsusuallydonothavethefunctiontocheckthefeasibilityabouttheworkflowoftheagentsystemduringitimplementationstage.Therefore,todevelopanevaluationapproachtoanalyzethefeasibilityofadevelopingagentsystemsuchthattheimproperworkflowofanagentsystemcanbefoundintheearlydesignstageisanecessarytasktoreducetheriskofimplementation.Inthisresearch,aPetriNet(PN)basedthree-stageevaluationapproachwasdeveloped.Intheconceptualstage,thepitfallofthecurrentagentsystemdevelopingprocesswasexaminedandanimprovementanalysisprocesswasspecified.Then,inthesystemdesignstage,anevaluationapproachwhichextractedtheprocesslogfilefromadevelopingagentsystemintoaPNmodelintermsofaprocessminingapproach-αalgorithmwasproposed.ThismodelwassimulatedinaPNsimulationpackage.TheagentsystemperformancewasevaluatedintermsofanalyzingthedeadlockphenomenaofthePNmodel.Finally,intheimplementationstage,theproposedconceptwasimplementedbyusinganagentdevelopingtoolJADEandaPNsimulationtoolCPN.Anagent-basedroboticassemblysystemwasusedtoexaminethepossibledeadlockoftheagentsystem.
机构地区 不详
出版日期 2010年02月12日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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