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
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
Journal title :
Computers and Operations Research