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solving a multiresponse simulation-optimization problem with discrete variables using a multiple-attribute decision-making method

solving a multiresponse simulation-optimization problem with discrete variables using a multiple-attribute decision-making method

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时间：2019-07-21

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1、MathematicsandComputersinSimulation68(2005)921Solvingamultiresponsesimulation-optimizationproblemwithdiscretevariablesusingamultiple-attributedecision-makingmethodTahoYang∗,PohungChouInstituteofManufacturingEngineering,NationalChengKungUniversity,No.1,TaHsuehRoad,Tainan701,TaiwanReceived24December20

2、03;receivedinrevisedform9September2004;accepted10September2004Availableonline8December2004AbstractThesimulationmodelisaproventoolinsolvingnonlinearandstochasticproblemsandallowsexaminationofthelikelybehaviorofaproposedmanufacturingsystemunderselectedconditions.However,itdoesnotprovideamethodforoptim

3、ization.Apracticalproblemoftenembodiesmanycharacteristicsofamultiresponseoptimizationproblem.Thepresentpaperproposestosolvethemultiresponsesimulation-optimizationprob-lembyamultiple-attributedecision-makingmethodatechniquefororderpreferencebysimilaritytoidealsolution(TOPSIS).Themethodassumesthatthec

4、ontrolfactorshavediscretevaluesandthateachcontrolfactorhasexactlythreecontrollevels.Taguchiquality-lossfunctionsareadaptedtomodelthefactormeanandvarianceeffects.TOPSISisthenusedtofindthesurrogateobjectivefunctionforthemultipleresponses.Thepresentpaperpredictsthesystemperformancesforanycombinationofle

5、velsofthecontrolfactorsbyusingthemaineffectsofthecontrolfactorsaccordingtotheprinciplesofarobustdesignmethod.Theoptimaldesigncanthenbeobtained.Apracticalcasestudyfromanintegrated-circuitpackagingcompanyillustratestheefficiencyandeffectivenessoftheproposedmethod.Finally,constraintsoftheproposedmethoda

6、readdressed.©2004IMACS.PublishedbyElsevierB.V.Allrightsreserved.Keywords:Multiple-attributedecision-making;Simulationoptimization;TOPSIS;Integratedcircuitpackaging;Taguchimethod∗Correspondingauthor.Tel.:+88662090780;fax:+88662085334.E-mailaddress:tyang@mail.ncku.edu.tw(T.Yang).0378-4754/$30.00©2004I

7、MACS.PublishedbyElsevierB.V.Allrightsreserved.doi:10.1016/j.matcom.2004.09.00410T.Yang,P.Chou/MathematicsandComputersinSimulation68(2005)9–211.IntroductionThesimulationmodelisaproventoolinsolvingnonli

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