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dc.contributor.authorArnaout, Jean Paul M.en_US
dc.contributor.authorElKhoury, Calineen_US
dc.contributor.authorKarayaz, Gamzeen_US
dc.date.accessioned2019-08-31T12:10:23Z
dc.date.accessioned2019-08-05T16:04:53Z
dc.date.available2019-08-31T12:10:23Z
dc.date.available2019-08-05T16:04:53Z
dc.date.issued2020-03-01
dc.identifier.citationArnaout, J., ElKhoury, C. & Karayaz, G. (2020). Solving the multiple level warehouse layout problem using ant colony optimization. Operational Research, , 20(1), 473-490. doi:10.1007/s12351-017-0334-5en_US
dc.identifier.issn1109-2858
dc.identifier.issn1866-1505
dc.identifier.urihttps://hdl.handle.net/11729/1850
dc.identifier.urihttps://dx.doi.org/10.1007/s12351-017-0334-5
dc.description.abstractThis paper addresses the multiple level warehouse layout problem, which involves assigning items to cells and levels with the objective of minimizing transportation costs. A monthly demand and an inventory requirement are associated with every item type along with vertical and horizontal unit transportation costs. The warehouse has one port to transport items vertically from ground floor to the other levels, where each item must be assigned to exactly one cell on the assigned level. An ant colony optimization (ACO) algorithm is adapted to this NP-complete problem and its performance is evaluated by comparing its solutions to the ones obtained using genetic algorithms (GA) as well as the optimal solutions for small problems. The computational results reflected the superiority of ACO in large-size problem instances, with a marginally better performance than GA in smaller ones, while solving the tested instances within a reasonable computational time. Furthermore, ACO was able to attain most of the known optimal solutions for small-size problem instances.en_US
dc.language.isoengen_US
dc.publisherSpringer Verlagen_US
dc.relation.isversionof10.1007/s12351-017-0334-5
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAnt colony optimizationen_US
dc.subjectMetaheuristicen_US
dc.subjectMultiple level warehouse layout problemen_US
dc.subjectStorage assignmenten_US
dc.subjectStorage (materials)en_US
dc.subjectWarehousesen_US
dc.titleSolving the multiple level warehouse layout problem using ant colony optimizationen_US
dc.typearticleen_US
dc.description.versionPublisher's Versionen_US
dc.relation.journalOperational Researchen_US
dc.contributor.departmentIşık Üniversitesi, İktisadi ve İdari Bilimler Fakültesi, İşletme Bölümüen_US
dc.contributor.departmentIşık University, Faculty of Economics and Administrative Sciences, Department of Managementen_US
dc.contributor.authorID0000-0001-6774-0933
dc.identifier.volume20
dc.identifier.issue1
dc.identifier.startpage473
dc.identifier.endpage490
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.institutionauthorKarayaz, Gamzeen_US
dc.relation.indexWOSen_US
dc.relation.indexScopusen_US
dc.relation.indexScience Citation Index Expanded (SCI-EXPANDED)en_US
dc.relation.indexSocial Sciences Citation Index (SSCI)en_US
dc.description.qualityQ2
dc.description.wosidWOS:000512993700019


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