The impact of the optimal buffer configuration on production line efficiency: A VNS-based solution approach

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dc.authoridDemir, Leyla / 0000-0002-9036-6895
dc.authoridKoyuncuoglu, Mehmet Ulas / 0000-0002-5437-1865
dc.authorscopusid36809216100
dc.authorscopusid57218802423
dc.authorwosidDemir, Leyla/F-9125-2011
dc.authorwosidKoyuncuoglu, Mehmet Ulas/H-5629-2018
dc.contributor.authorDemir, Leyla
dc.contributor.authorKoyuncuoğlu, Mehmet Ulas
dc.date.accessioned2022-02-15T16:57:30Z
dc.date.available2022-02-15T16:57:30Z
dc.date.issued2021
dc.departmentBakırçay Üniversitesien_US
dc.description.abstractIntelligent design of manufacturing systems is an important research area because it directly affects the profitability of companies and is very costly. Production lines are the most encountered systems in manufacturing and optimal design of production lines is one of the basic research areas for both academy and practitioners. In this study, the buffer allocation problem (BAP), one of the most important optimization problems in designing production lines, is handled and a variable neighborhood search (VNS) based solution approach is proposed to solve the problem with the objectives of throughput maximization and total buffer size minimization. In addition to proposing a new solution approach, two initialization heuristics are employed to enhance the search efficiency. The existing benchmark problems were used to performance evaluation of the proposed approach. The computational study showed that the proposed VNS-based solution approach was highly effective in finding good-quality solutions for all the problem sets examined.en_US
dc.identifier.doi10.1016/j.eswa.2021.114631
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.scopus2-s2.0-85100655339en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1016/j.eswa.2021.114631
dc.identifier.urihttps://hdl.handle.net/20.500.14034/189
dc.identifier.volume172en_US
dc.identifier.wosWOS:000633045100002en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.journalExpert Systems With Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectProduction linesen_US
dc.subjectBuffer allocation problemen_US
dc.subjectVariable neighborhood searchen_US
dc.subjectInitialization heuristicsen_US
dc.titleThe impact of the optimal buffer configuration on production line efficiency: A VNS-based solution approachen_US
dc.typeArticleen_US

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