Title of article
A memeticalgorithmforbi-objectiveintegratedforward/reverse logistics networkdesign
Author/Authors
Mir SamanPishvaee ، نويسنده , , RezaZanjiraniFarahani، نويسنده , , WoutDullaert ، نويسنده ,
Issue Information
ماهنامه با شماره پیاپی سال 2010
Pages
13
From page
1100
To page
1112
Abstract
Logisticsnetworkdesignisamajorstrategicissueduetoitsimpactontheefficiencyandresponsiveness
of thesupplychain.Thispaperproposesamodelforintegratedlogisticsnetworkdesigntoavoidthe
sub-optimality causedbyaseparate,sequentialdesignofforwardandreverselogisticsnetworks.First,
a bi-objectivemixedintegerprogrammingformulationisdevelopedtominimizethetotalcostsand
maximizetheresponsivenessofalogisticsnetwork.Tofindthesetofnon-dominatedsolutions,an
efficientmulti-objectivememeticalgorithmisdeveloped.Theproposedsolutionalgorithmusesanew
dynamicsearchstrategybyemployingthreedifferentlocalsearches.Toassessthequalityofthenovel
solution approach,thequalityofitsPareto-optimalsolutionsiscomparedtothosegeneratedbyan
existingpowerfulmulti-objectivegeneticalgorithmfromtherecentliteratureandtoexactsolutions
obtainedbyacommercialsolver.
Keywords
Closed loop supply chain network , Memetic algorithm , Multi-objective optimization , Integrated logistics network
Journal title
Computers and Operations Research
Serial Year
2010
Journal title
Computers and Operations Research
Record number
927719
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