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1、ExpertSystemswithApplications30(2006)561–576www.elsevier.com/locate/eswaDesignofaRFIDcase-basedresourcemanagementsystemforwarehouseoperationsaa,*,W.B.LeeabHarryK.H.Chow,KingLunChoy,K.C.LauaDepartmentofIndustrialandSystemsEngineering,TheHongKongPolytechnicUniv
2、ersity,HungHom,HongKong,PeoplessRepublicofChinabGENCODistributionsystem,Pittsburgh,U.S.A.AbstractInthepast,theselectionofresourcestoexecutevariouswarehouseoperationserviceswasdonesolelybyexperts.Inthispaper,aRFID-basedResourceManagementSystem(RFID-RMS)isdesig
3、nedtohelpuserstoselectthemostsuitableresourceusagepackagesforhandlingwarehouseoperationordersbyretrievingandanalysingusefulknowledgefromacase-baseddatawarehouseforsolutionsinbothtimesavingandcosteffectivemanner.Inaddition,apureintegral-linearprogrammingmodelu
4、singabranchandboundalgorithmtodefinetheoptimumtraveldistanceofforkliftsisalsodevelopedandembeddedintheproposedsystem.Theproposedsystem,whichissuitableforusageinawarehouseoperationenvironment,enhancestheeffectivenessinformulatingresourceusagepackageandmanagingr
5、esourceoperationbyintegratingtheRadioFrequencyIdentification(RFID),case-basedreasoning(CBR)technologiesandtheprogrammingmodelforforkliftrouteoptimization.ThroughapplyingRFID-RMSintheGENCODistributionSystem,amultinationallogisticscompany,theutilizationofwarehou
6、seresourcesisexpectedtobemaximizedwhileworkefficiencywillbegreatlyenhanced.q2005ElsevierLtd.Allrightsreserved.Keywords:RFIDtechnology;Case-basedreasoning;Routeoptimization;Warehouseoperations;Resourcemanagement1.Introductionanddevelopedtomakesurethatthemateria
7、lhandlingsolutionsareformulatedwithoutbias.Inthepastdecade,thechangeintheglobaleconomyhasInthispaper,anRFID-basedresourcemanagementsignificantlyredefinedthewayenterprisesareoperated.Onesystem(RFID-RMS)ispresented.Thisisacase-basedofthemajorchangesisthatthecorea
8、ctivityofwarehousingsystemincorporatingtheRFIDtechnologytoexploreinsupplychainisnolongerconfinedtokeepingalargeimportantcustomerattributesforcaseretrievalandamountofstock.Instead,smallquan
