Title of article
Bi-Objective AntColonyOptimizationapproachtooptimizeproductionand maintenancescheduling
Author/Authors
A. Berrichi ، نويسنده , , F.Yalaoui، نويسنده , , L.Amodeo، نويسنده , , M.Mezghiche ، نويسنده ,
Issue Information
ماهنامه با شماره پیاپی سال 2010
Pages
13
From page
1584
To page
1596
Abstract
This paperpresentsanalgorithmbasedonAntColonyOptimizationparadigmtosolvethejoint
productionandmaintenanceschedulingproblem.Thisapproachisdevelopedtodealwiththemodel
previouslyproposedin [3] for theparallelmachinecase.Thismodelisformulatedaccordingtoabi-
objectiveapproachtofindtrade-offsolutionsbetweenbothobjectivesofproductionandmaintenance.
Reliabilitymodelsareusedtotakeintoaccountthemaintenanceaspect.Toimprovethequalityof
solutionsfoundinourpreviousstudy,analgorithmbasedonMulti-ObjectiveAntColonyOptimization
(MOACO)approachisdeveloped.Thegoalistosimultaneouslydeterminethebestassignmentof
productiontaskstomachinesaswellaspreventivemaintenance(PM)periodsoftheproductionsystem,
satisfyingatbestbothobjectivesofproductionandmaintenance.Theexperimentalresultsshowthat
the proposedmethodoutperformstwowell-knownMulti-ObjectiveGeneticAlgorithms(MOGAs):
SPEA 2andNSGAII.
Keywords
Production scheduling , Preventive maintenance (PM) , Multi-objective optimization , reliability , Ant colony optimization
Journal title
Computers and Operations Research
Serial Year
2010
Journal title
Computers and Operations Research
Record number
927766
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