Balancing stochastic type-II assembly lines: chance-constrained mixed integer and constraint programming models

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dc.contributor.authorPinarbasi, Mehmet
dc.contributor.authorAlakas, Haci Mehmet
dc.date.accessioned2021-01-14T18:10:51Z
dc.date.available2021-01-14T18:10:51Z
dc.date.issued2020
dc.departmentKKÜ
dc.descriptionALAKAS, Haci Mehmet/0000-0002-9874-7588; PINARBASI, MEHMET/0000-0003-3424-2967
dc.description.abstractIn the literature, line balancing is mostly investigated in deterministic environments. But production systems inevitably contain stochastic situations. In this study, the stochastic type-II assembly line balancing problem (ALBP) is considered. Firstly, a chance-constrained nonlinear mixed integer programming (MIP) formulation is developed from the well-known deterministic form. Then, a new linearized stochastic model is proposed by using some transformation approaches to reduce model complexity, and the model is solved. Finally, constraint programming (CP) models for deterministic ALBPs, nonlinear chance-constrained stochastic ALBPs and linearized chance-constrained stochastic ALBPs are developed, respectively. Problems from the literature are utilized to test the effectiveness of the proposed models and the results are compared with a bidirectional heuristic algorithm. The numerical results show that the CP models are more effective and successful for solving the stochastic ALBP. Some managerial implications are also suggested for industrial environments that consistently face ALBPs.en_US
dc.identifier.citationBu makale açık erişimli değildir.en_US
dc.identifier.doi10.1080/0305215X.2020.1716746
dc.identifier.endpage2163en_US
dc.identifier.issn0305-215X
dc.identifier.issn1029-0273
dc.identifier.issue12en_US
dc.identifier.scopus2-s2.0-85080095323
dc.identifier.scopusqualityQ1
dc.identifier.startpage2146en_US
dc.identifier.urihttps://doi.org/10.1080/0305215X.2020.1716746
dc.identifier.urihttps://hdl.handle.net/20.500.12587/12796
dc.identifier.volume52en_US
dc.identifier.wosWOS:000516920100001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherTAYLOR & FRANCIS LTDen_US
dc.relation.ispartofENGINEERING OPTIMIZATION
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectStochastic assembly line balancingen_US
dc.subjecttype-II problemen_US
dc.subjectconstraint programmingen_US
dc.subjectmixed integer programmingen_US
dc.subjectchance-constrained programmingen_US
dc.titleBalancing stochastic type-II assembly lines: chance-constrained mixed integer and constraint programming modelsen_US
dc.typeArticle

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