A beam search approach for solving type II robotic parallel assembly line balancing problem

MakaleYalnız künyeScopus SJRQ1
  • SDG 9 · Sanayi, Yenilikçilik ve Altyapı

Özet

In a robotic assembly line, a series of stations are arranged along a conveyor belt and a robot performs on tasks at each station. Parallel assembly lines can provide improving line balance, productivity and so on. Combining robotic and parallel assembly lines ensure increasing flexibility of system, capacity and decreasing breakdown sensitivity. Although aforementioned benefits, balancing of robotic parallel assembly lines is lacking – to the best knowledge of the authors- in the literature. Therefore, a mathematical model is proposed to define/solve the problem and also iterative beam search (IBS), best search method based on IBS (BIBS) and cutting BIBS (CBIBS) algorithms are presented to solve the large-size problem due to the complexity of the problem. The algorithm also tested on the generated benchmark problems for robotic parallel assembly line balancing problem. The superior performances of the proposed algorithms are verified by using a statistical test. The results show that the algorithms are very competitive and promising tool for further researches in the literature.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/munzur/3519Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1016/j.asoc.2017.07.062Yayıncı resmi DOI adresi
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WoS
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OpenAlex
56
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorÇil, Zeynel Abidin
dc.contributor.authorMete, Süleyman
dc.contributor.authorÖzceylan, Eren
dc.contributor.authorAğpak, Kürşad
dc.date.accessioned2026-10-28T14:56:44.494181444Z
dc.date.available2026-10-28T14:56:44.494181444Z
dc.date.issued2017
dc.description.abstractIn a robotic assembly line, a series of stations are arranged along a conveyor belt and a robot performs on tasks at each station. Parallel assembly lines can provide improving line balance, productivity and so on. Combining robotic and parallel assembly lines ensure increasing flexibility of system, capacity and decreasing breakdown sensitivity. Although aforementioned benefits, balancing of robotic parallel assembly lines is lacking – to the best knowledge of the authors- in the literature. Therefore, a mathematical model is proposed to define/solve the problem and also iterative beam search (IBS), best search method based on IBS (BIBS) and cutting BIBS (CBIBS) algorithms are presented to solve the large-size problem due to the complexity of the problem. The algorithm also tested on the generated benchmark problems for robotic parallel assembly line balancing problem. The superior performances of the proposed algorithms are verified by using a statistical test. The results show that the algorithms are very competitive and promising tool for further researches in the literature.
dc.description.sponsorshipScience Academy in Turkey
dc.identifier.doi10.1016/j.asoc.2017.07.062
dc.identifier.eissn1872-9681
dc.identifier.endpage138
dc.identifier.issn1568-4946
dc.identifier.scopus2-s2.0-85030867779
dc.identifier.startpage129
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/3519
dc.identifier.volume61
dc.identifier.wosWOS:000417629800011
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofApplied Soft Computing
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAssembly line balancing
dc.subjectBeam search
dc.subjectHeuristic
dc.subjectParallel
dc.subjectRobotic
dc.subject.classificationComputer Science, Artificial Intelligence
dc.subject.classificationComputer Science, Interdisciplinary Applications
dc.subject.classificationComputer Science
dc.subject.otherAssembly machines
dc.subject.otherBelt conveyors
dc.subject.otherIterative methods
dc.subject.otherRobotics
dc.subject.otherAssembly line balancing
dc.subject.otherAssembly line balancing problems
dc.subject.otherBeam search
dc.subject.otherBench-mark problems
dc.subject.otherConveyor belts
dc.subject.otherHeuristic
dc.subject.otherParallel
dc.subject.otherRobotic assembly lines
dc.subject.otherRobotic assembly
dc.titleA beam search approach for solving type II robotic parallel assembly line balancing problem
dc.typeArticle
rdl.citation.openalex56
rdl.citation.scopus56
rdl.citation.wos48
rdl.oa.statusclosed
rdl.scopus.quartileQ1
rdl.sdgSDG09
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)