基于多支持向量机系统的供应链伙伴关系协同预警框架

©1994-2010ChinaAcademicJournalElectronicPublishingHouse.Allrightsreserved.:1006-5911(2006)05-0753-06:2005-02-21;:2005-05-25Received21Feb.2005;accepted25May2005.:(70571019);863/CIMS(2002AA413110);(A2320060097)Foundationitem:ProjectsupportedbytheNationalNaturalScienceFoundation,China(No.70571019),theNation2alHigh-tech.R&DProgramforCIMS,China(No.2002AA413110),andtheNationalDefenseBasicScienceandRescarchFounda2tion,China(No.A2320060097).:(1979-),,,,E-mail:[e-mail]1,2,1,2,1,3(1.,150001;2.,150001;3.,150001):,,,Agent,2;,;,,Agent,AgentAgentAgent,:;;;:TP14;TP18:ACoordinatedearlywarningofsupplychainpartnershipbasedonmulti-supportvectormachinessystemsLIHui1,2,LIXiang-yang1,2,WANGYan-xin1,3(1.NationalPhilosophySocialScienceInnovationBaseofTech.,PolicyandManagement,HarbinInst.ofTech.,Harbin150001,China;2.Sch.ofManagement,HarbinInst.ofTech.,Harbin150001,China;3.Sch.ofComputerS&T,HarbinInst.ofTech.,Harbin150001,China)Abstract:Toeffectivelysupportsupplychainpartnershipandensurebettercollaborationofsupplychain,supplychainpartnershipdevelopmentprogramsmodelanddistributedsupplychainpartnershipcoordinatedearlywarningframeworkbasedonmultisupportvectormachinessystemswereproposed,subsequentlyitsrealizationthroughmulti-Agenttechnologywasstudied.Firstly,a2Dsupplychainmanagementmodel,includingpartnerdevelopmentpro2gram,wasdiscussed.Then,earlywarningproblemofsupplychainpartnership,andtheinternalrelationshipamongsupplychainpartnershipcoordinatedearlywarningdecision,supportvectormachinesandcommitteemachinewereanalyzed.Thirdly,basedonmulti-supportvectormachinessystems,coordinatedearlywarningframeworkstructureofsupplychainpartnershipanditsworkingprinciplesweredescribed.Thereafter,thedesignofmulti-Agentwhichrealizedthemodelwasdiscussed,including,Agentgroupobjectandindividualobjectanalysis,andAgentcooperationprocessesanalysis.Finally,workingprocessofthesystemwasanalyzedthroughanillustration.©1994-2010ChinaAcademicJournalElectronicPublishingHouse.Allrightsreserved.:supplychainmanagement;partnershipdevelopmentprograms;partnershipearlywarning;multi-sup2portvectormachinessystems0-,,,[1],[2],[3],,,,,,,[4-5][6][7],,,,,,,,,(SupportVectorMachines,SVMs)(Agent),,SVMs,Agent,(Multi-SVMsSystems,MSS),1,,,1(SupplyChainPart2nerDevelopmentPrograms,SC-PDP),,,4,,,,;,,,22.1MSS,,,,,457©1994-2010ChinaAcademicJournalElectronicPublishingHouse.Allrightsreserved.:,,,,MSSSC-PDP,,,,,2.2(1),,[8],,,,SC-PDP,,,(2)SVMs,[8],,,SVMs,,,,,[9-11],SVMs,,SVMsMSS,,2.3,53,2:();,;,(1),557©1994-2010ChinaAcademicJournalElectronicPublishingHouse.Allrightsreserved.(01n),,(),,,,SVMs,,,(2),,,,(3),[12]2.4,3(1)SVMs,,,SVMs,,,SVMs,SVMs,,,(2),,,3Agent3.1AgentMMSAgent[13]#Agent#,Agent;AgentAgent,AgentAgentAgentAgentAgent43.2AgentAgentAgent:Agent#;AgentAgent#;AgentAgent;AgentAgent#;Agent657©1994-2010ChinaAcademicJournalElectronicPublishingHouse.Allrightsreserved.:;Agent,;AgentAgent,Agent3.3AgentAgentAgent,Agent[14][15],,Agent4:1Agent,Agentp(p[0,1]),Agent,:request(Agent,Agent,p,[Arguments])2AgentAgentAgentp=0,Agent,;p=1,AgentAgentAgent,:request(A2gent,Agent,DA,T,[Arguments]),DAAgentAgent,TAgent,DAT3AgentAgentAgentDAT,#Agent#,:request(Agent,Agent#,#,[Argu2ments])AgentAgentA2gentAgentAgentAgent4Agent,Agent:request(Agent,Agent,,[Arguments])request(Agent,A2gent,Agent,,[Arguments])request(Agent,Agent,,[Argu2ments]),AgentAgentAgent#Agent:request(Agent,Agent,,DA,[Arguments])request(Agent,Agent,DA,[Arguments])request(Agent,Agent,DA,,[Arguments]),Agent#:request(Agent#,Agent,#,[Arguments])request(A2gent,Agent,DA,,[Ar2guments])request(Agent,A2gent,,[Arguments])Agent5757©1994-2010ChinaAcademicJournalElectronicPublishingHouse.Allrightsreserved.,[16],,,,,(Supply-ChainOp2erationsReference-model,SCOR)[17],Agent3Agent,Agent1A2gent2Agent3,123AgentAgent#,,,-1,+1Agent#Agent,2,SVMs#,Agent#:f(x)=sgnf21+f22+f1+f2-13,sgn()Agent1,f1,f2;Agent2,f1,f2;Agent3,f1,f2Agent#,{-1,+1,+1}A2gent,AgentAgentAgent#0.2,0.30.5Agent,:=sgn(0.2(-1)+0.3(+1)+0.5(+1))=sgn(0.6)=+1;,Make-to-OrderAgent1,1,,5,,4,SVMsAgent,SVMs,SVMsMMS,,Agent:[1]XUShujun,MAShihua.Oncooperationamongsupplychaincorporationsfromthepointofprincipal-Agenttheory[J].ComputerIntegratedManufacturingSystems,2000,6(6):16-19(inChinese).[,.-[J].,2000,6(6):16-19.][2]LIULiwen.Partnershipinsupplychainofenterprises[J].ComputerIntegratedManufacturingSystems,2001,7(8):27-32(inChinese).[.[J].,2001,7(8):27-32.][3]XUShujun,MAShihua.Astudyontrustcrisisbetweeninter-firminsupplychaininChina[J].ComputerIntegratedMan2ufacturingSystems,2002,8(1):51-53(inChinese).[,.[J].,2002,8(1):51-53.][4]RINGPS,VANDEVENAH.Developmentalprocessesofcooperativeinter-organizationalrelationships[J].AcademyofManagementReview,1994,19(1):90-118.[5]JOHNSTONDA,MCCUTCHEONDM,STUARTFI,etal.Effectsofsuppliertrustonperformanceofcooperativesupplierrelationships[J].JournalofOperationsManagement,2004,22(1):23-38.(764)857©1994-2