Title of article :
Hybridization ofverylargeneighborhoodsearchforready-mixedconcretedelivery problems
Author/Authors :
Verena Schmid، نويسنده , , KarlF.Doerner، نويسنده , , RichardF.Hartl، نويسنده , , Juan-JoséSalazar-Gonz?lezb، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2010
Pages :
16
From page :
559
To page :
574
Abstract :
Companies intheconcreteindustryarefacingthefollowingschedulingproblemonadailybasis:concrete produced atseveralplantshastobedeliveredatcustomersʹconstructionsitesusingaheterogeneous fleet ofvehiclesinatimely,butcost-effectivemanner.Thedistributionofready-mixedconcrete(RMC)is a highlycomplexprobleminlogisticsandcombinatorialoptimization. This paperproposestwohybridsolutionproceduresfordealingwiththisproblem.Theyarebasedona combination ofanexactalgorithmandavariableneighborhoodsearch(VNS)approach.TheVNSisused at firsttogeneratefeasiblesolutionsandistryingtofurtherimprovethem.Theexactmethodisbasedon a mixedintegerlinearprogramming(MILP)formulation,whichissolved(afteranappropriatedvariable fixing phase)byusingageneral-purposeMILPsolver.Anapproachbasedonverylargeneighborhood search (VLNS)determineswhichvariablesaresupposedtobefixed.Inasense,theapproachesfollows a localbranchingscheme.ThehybridmetaheuristicsarecomparedwiththepureVNSapproachandthe conclusion isthatthenewmetaheuristicsoutperformtheVNSifappliedsolely.
Keywords :
Hybrid , Capacitated vehicle routing problem , Ready-mixed concrete , Very large neighborhood search , Variable neighborhood search
Journal title :
Computers and Operations Research
Serial Year :
2010
Journal title :
Computers and Operations Research
Record number :
927670
Link To Document :
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