Title of article :
Metaheuristicsforthewastecollectionvehicleroutingproblemwithtime windows, driverrestperiodandmultipledisposalfacilities
Author/Authors :
A.M. Benjamin، نويسنده , , J.E.Beasley ، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2010
Pages :
11
From page :
2270
To page :
2280
Abstract :
In thisproblemthereisasetofwastedisposalfacilities,asetofcustomersatwhichwasteiscollected and anunlimitednumberofhomogeneousvehiclesbasedatasingledepot.Emptyvehiclesleavethe depot andcollectwastefromcustomers,emptyingthemselvesatthewastedisposalfacilitiesasand when necessary.Vehiclesreturntothedepotempty.Wetakeintoconsiderationtimewindows associatedwithcustomers,disposalfacilitiesandthedepot.Wealsohaveadriverrestperiod.The problemissolvedheuristically.Aneighboursetisdefinedforeachcustomerasthesetofcustomers that areclose,butwithcompatibletimewindows.Aprocedurethatattemptstofullyutiliseavehicleis used toobtainaninitialsolution,withthisinitialsolutionbeingimprovedusinganinterchange procedure.Wepresenttwometaheuristicalgorithmsusingtabusearchandvariableneighbourhood search thatarebasedaroundtheneighboursets.Wealsopresentametaheuristicbasedonvariable neighbourhoodtabusearch,wherethevariableneighbourhoodissearchedviatabusearch. Computationalresultsarepresentedforpubliclyavailablewastecollectionproblemsinvolvingupto 2092 customersand19wastedisposalfacilities,whichindicatethatouralgorithmsproducebetter quality solutionsthanpreviousworkpresentedintheliterature.
Keywords :
Waste collection , vehicle routing , Variable Neighbourhood Search , Tabu search , Variable neighbourhood tabu search
Journal title :
Computers and Operations Research
Serial Year :
2010
Journal title :
Computers and Operations Research
Record number :
927828
Link To Document :
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