Transfer Learning in Vehicle Routing Problem for Rapid Adaptation

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dc.contributor.authorKoçer, Barış
dc.contributor.authorArslan, Ahmet
dc.date.accessioned2020-03-26T18:31:59Z
dc.date.available2020-03-26T18:31:59Z
dc.date.issued2012
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractVehicle routing problem is a transportation optimization problem, in transporting stuffs from, depot(s) to receivers via vehicle(s) having limited capacity. There are a lot of different problem types in VRP literature with different problem parameters. No VRP method uses past solutions to solve current problems more quickly and to find better solution with less computation. Instead, most of the methods in literature evaluate the changes as a new problem and try to solve the new problem using specialized heuristics. We developed a method which uses past vehicle routes to make new routes quickly for frequently changing conditions, and we achieved good performance improvements over classical methods.en_US
dc.description.sponsorshipSelcuk University Scientific Research Projects Coordinatorship/Konya, TurkeySelcuk Universityen_US
dc.description.sponsorshipThis study is supported by Selcuk University Scientific Research Projects Coordinatorship/Konya, Turkey. The authors would like to thank the editors and anonymous reviewers of this manuscript for their very helpful suggestions.en_US
dc.identifier.citationKoçer, B., Arslan, A., (2012). Transfer Learning in Vehicle Routing Problem for Rapid Adaptation. International Journal of Innovative Computing Information and Control, 8(10), 6799-6809.
dc.identifier.endpage6809en_US
dc.identifier.issn1349-4198en_US
dc.identifier.issn1349-418Xen_US
dc.identifier.issue10Aen_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage6799en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/28586
dc.identifier.volume8en_US
dc.identifier.wosWOS:000310118200020en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorKoçer, Barış
dc.institutionauthorArslan, Ahmet
dc.language.isoenen_US
dc.publisherICIC INTERNATIONALen_US
dc.relation.ispartofInternational Journal of Innovative Computing Information and Controlen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectVehicle routing problemen_US
dc.subjectTransfer learningen_US
dc.subjectGenetic algorithmsen_US
dc.titleTransfer Learning in Vehicle Routing Problem for Rapid Adaptationen_US
dc.typeArticleen_US

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