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A heuristic algorithm for assembly line balancing with stochastic sequence-dependent setup times

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Özet

Having analyzed studies on the assembly line balancing problem considering setup times, a few papers are observed. However, researches show that setup time plays an important role in total production time. Besides, in these studies, the setup times are assumed to be deterministic. Considering setup times to be deterministic decreases proximity of problem to real life application. Because the operation and setup times may vary in real applications due to human factors, machine breakdowns, lack of equipment and environmental factors. Therefore, in this study, assembly line balancing problem is investigated considering the sequence-dependent stochastic setup times. A heuristic approach based on COMSOAL is presented for the problem and it is seen that algorithm is effective for the problem.

Anahtar Kelimeler

assembly linesequence-dependentsetup timestochastic
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ScopusScopus
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorÇil, Zeynel Abidin
dc.contributor.authorMete, Süleyman
dc.contributor.authorÖzceylan, Eren
dc.contributor.authorDiri Kenger, Zülal
dc.contributor.authorÇil, Hande
dc.date.accessioned2026-10-28T14:53:32.024738289Z
dc.date.available2026-10-28T14:53:32.024738289Z
dc.date.issued2017
dc.description.abstractHaving analyzed studies on the assembly line balancing problem considering setup times, a few papers are observed. However, researches show that setup time plays an important role in total production time. Besides, in these studies, the setup times are assumed to be deterministic. Considering setup times to be deterministic decreases proximity of problem to real life application. Because the operation and setup times may vary in real applications due to human factors, machine breakdowns, lack of equipment and environmental factors. Therefore, in this study, assembly line balancing problem is investigated considering the sequence-dependent stochastic setup times. A heuristic approach based on COMSOAL is presented for the problem and it is seen that algorithm is effective for the problem.
dc.identifier.articlenumber8080037
dc.identifier.doi10.1109/icitech.2017.8080037
dc.identifier.endpage428
dc.identifier.isbn978-150906332-1
dc.identifier.scopus2-s2.0-85040003223
dc.identifier.startpage424
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/683
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.conference8th International Conference on Information Technology, ICIT 2017
dc.relation.ispartofICIT 2017 - 8th International Conference on Information Technology, Proceedings
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectassembly line
dc.subjectsequence-dependent
dc.subjectsetup time
dc.subjectstochastic
dc.subject.otherAssembly
dc.subject.otherAssembly machines
dc.subject.otherHeuristic algorithms
dc.subject.otherHeuristic methods
dc.subject.otherOptimization
dc.subject.otherProduction
dc.subject.otherAssembly line
dc.subject.otherAssembly line balancing
dc.subject.otherAssembly line balancing problems
dc.subject.otherReal-life applications
dc.subject.otherSequence-dependent
dc.subject.otherSequence-dependent setup time
dc.subject.otherSet-up time
dc.subject.otherstochastic
dc.subject.otherStochastic systems
dc.titleA heuristic algorithm for assembly line balancing with stochastic sequence-dependent setup times
dc.typeConference Object
rdl.citation.scopus2
rdl.conference.date17 May 2017 through 18 May 2017
rdl.conference.placeAmman
rdl.oa.statusclosed
rdl.source.indexSCOPUS