文档名:Optimal Model and Algorithm Design for the MultiEquipment Resource Collaborative Scheduling of Automated Terminals Considering the Mixing Process
Abstract:Consideringtheuncertaintyofthespeedofhorizontaltransportationequipment,acooperativeschedulingmodelofmultipleequipmentresourcesintheautomatedcontainerterminalwasconstructedtominimizethecompletiontime,thusimprovingtheloadingandunloadingefficienciesofautomatedcontainerterminals.Theproposedmodelintegratedthetwoloadingandunloadingprocessesof"double-trolleyquaycrane+AGV+ARMG"and"single-trolleyquaycrane+containertruck+ARMG"andthendesignedthesimulatedannealingparticleswarmalgorithmtosolvethemodel.Bycomparingtheresultsoftheparticleswarmalgorithmandgeneticalgorithm,thealgorithmdesignedinthispapercouldeffectivelyimprovetheglobalandlocalspacesearchcapabilityoffindingtheoptimalsolution.Furthermore,theresultsshowedthattheproposedmethodofcollaborativeschedulingofmultipleequipmentresourcesinautomatedterminalsconsideringhybridprocesseseffectivelyimprovedtheloadingandunloadingefficienciesofautomatedcontainerterminals.Thefindingsofthisstudyprovideareferencefortheimprovementofloadingandunloadingprocessesaswellascoordinatedschedulinginautomatedterminals.