A heuristic approach for green vehicle routing

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dc.authoridCimen, Mustafa/0000-0001-8155-9145
dc.authoridBelbag, Sedat/0000-0002-4136-2468
dc.authoridSOYSAL, MEHMET/0000-0002-1570-660X
dc.contributor.authorSoysal, Mehmet
dc.contributor.authorCimen, Mustafa
dc.contributor.authorSel, Cagri
dc.contributor.authorBelbag, Sedat
dc.date.accessioned2024-09-29T16:01:09Z
dc.date.available2024-09-29T16:01:09Z
dc.date.issued2021
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThis paper addresses a green capacitated vehicle routing problem that accounts for transportation emissions. A Dynamic Programming approach has been used to formulate the problem. Although small-sized problems can be solved by Dynamic Programming, this approach is infeasible for larger problems due to the curse of dimensionality. Therefore, we propose a Dynamic Programming based solution approach that involves the ideas of restriction, simulation and online control of parameters to solve large-sized problems. The added values of the proposed decision support tool have been shown on a small-sized base case and relatively larger problems. Performance comparisons of the proposed heuristic against other existing Dynamic Programming based solution approaches reveal its effectiveness, as in most of the instance-setting pairs, the proposed heuristic outperforms the existing ones. Accordingly, the proposed heuristic can be used as an alternative decision support tool to tackle real routing problems confronted in sustainable logistics management.en_US
dc.identifier.doi10.1051/ro/2020109
dc.identifier.endpageS2560en_US
dc.identifier.issn0399-0559
dc.identifier.issn1290-3868
dc.identifier.scopus2-s2.0-85102051107en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpageS2543en_US
dc.identifier.urihttps://doi.org/10.1051/ro/2020109
dc.identifier.urihttps://hdl.handle.net/20.500.14619/5545
dc.identifier.volume55en_US
dc.identifier.wosWOS:000624288700085en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherEdp Sciences S Aen_US
dc.relation.ispartofRairo-Operations Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectRoutingen_US
dc.subjectDynamic Programmingen_US
dc.subjectOnline controlen_US
dc.subjectGreenhouse Gas emissionsen_US
dc.titleA heuristic approach for green vehicle routingen_US
dc.typeArticleen_US

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