A solution approach based on beam search algorithm for disassembly line balancing problem

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Özet

The disassembly line balancing (DLB) problem is the process of allocating a set of disassembly tasks to an ordered sequence of workstations in such a way that optimizes some performance measures (e.g., cycle time, number of stations). Since DLB problems belong to the class of NP hard, many heuristic and meta-heuristic algorithms are applied to cope with the complexity of the DLB problems in order to obtain acceptable solutions in a reasonable amount of time. In this study, a beam search (BS) based approach for the DLB problem is proposed. Minimization of number of workstations is used as the performance measure. The proposed algorithm is compared with the optimal solutions of well-known real cases and generated test problems. The results indicate that the proposed approach based on BS is a very competitive and promising tool for further researches.

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https://rdlopen.rawdatalibrary.net/r/munzur/3356Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.1016/j.jmsy.2016.09.002Yayıncı resmi DOI adresi
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AlanDeğerDil
dc.contributor.authorMete, Süleyman
dc.contributor.authorÇil, Zeynel Abidin
dc.contributor.authorAğpak, Kürşad
dc.contributor.authorÖzceylan, Eren
dc.contributor.authorDolgui, Alexandre
dc.date.accessioned2026-10-28T14:56:32.054991064Z
dc.date.available2026-10-28T14:56:32.054991064Z
dc.date.issued2016
dc.description.abstractThe disassembly line balancing (DLB) problem is the process of allocating a set of disassembly tasks to an ordered sequence of workstations in such a way that optimizes some performance measures (e.g., cycle time, number of stations). Since DLB problems belong to the class of NP hard, many heuristic and meta-heuristic algorithms are applied to cope with the complexity of the DLB problems in order to obtain acceptable solutions in a reasonable amount of time. In this study, a beam search (BS) based approach for the DLB problem is proposed. Minimization of number of workstations is used as the performance measure. The proposed algorithm is compared with the optimal solutions of well-known real cases and generated test problems. The results indicate that the proposed approach based on BS is a very competitive and promising tool for further researches.
dc.description.sponsorshipScience Academy in Turkey
dc.identifier.doi10.1016/j.jmsy.2016.09.002
dc.identifier.endpage200
dc.identifier.issn0278-6125
dc.identifier.scopus2-s2.0-84988918149
dc.identifier.startpage188
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/3356
dc.identifier.volume41
dc.language.isoen
dc.publisherElsevier B.V.
dc.relation.ispartofJournal of Manufacturing Systems
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBeam search
dc.subjectDisassembly line balancing
dc.subjectMeta-heuristic
dc.subject.otherOptimization
dc.subject.otherBeam search
dc.subject.otherBeam search algorithms
dc.subject.otherDisassembly line balancing
dc.subject.otherMeta heuristic algorithm
dc.subject.otherMetaheuristic
dc.subject.otherOptimal solutions
dc.subject.otherPerformance measure
dc.subject.otherSolution approach
dc.subject.otherHeuristic algorithms
dc.titleA solution approach based on beam search algorithm for disassembly line balancing problem
dc.typeArticle
rdl.citation.openalex72
rdl.citation.scopus70
rdl.oa.statusclosed
rdl.scopus.quartileQ1
rdl.sdgSDG09
rdl.source.indexSCOPUS