Balancing Stochastic Two-Sided Assembly Lines: A Chance-Constrained, Piecewise-Linear, Mixed Integer Program and a Simulated Annealing Algorithm

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dc.contributor.authorÖzcan, Uğur
dc.date.accessioned2020-03-26T17:47:13Z
dc.date.available2020-03-26T17:47:13Z
dc.date.issued2010
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractTwo-sided assembly lines are often designed to produce large-sized products, such as automobiles, trucks and buses. In this type of a production line, both left-side and right-side of the line are used in parallel. In all studies oil two-sided assembly lines, the task times are assumed to be deterministic. However, in real life applications, especially in manual assembly lines, the tasks may have varying execution times defined as a probability distribution. The task time variation may result from machine breakdowns, loss of motivation, lack of training, non-qualified operators, complex tasks, environment, etc. In this paper. the problem of balancing two-sided assembly lines with stochastic task times (STAL-BP) is considered. A chance-constrained, piecewise-linear, mixed integer program (CPMIP) is proposed to model and solve the problem. As a solution approach a Simulated annealing (SA) algorithm is proposed. To assess the effectiveness of CPMIP and SA algorithm, a set of test problems are solved. Finally, computational results indicating the effectiveness of CPMIP and SA algorithm are reported.en_US
dc.identifier.citationÖzcan, U., (2010). Balancing Stochastic Two-Sided Assembly Lines: A Chance-Constrained, Piecewise-Linear, Mixed Integer Program and a Simulated Annealing Algorithm. European Journal of Operational Research, 205(1), 81-97. Doi: 10.1016/j.ejor.2009.11.033
dc.identifier.doi10.1016/j.ejor.2009.11.033en_US
dc.identifier.endpage97en_US
dc.identifier.issn0377-2217en_US
dc.identifier.issn1872-6860en_US
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage81en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.ejor.2009.11.033
dc.identifier.urihttps://hdl.handle.net/20.500.12395/24650
dc.identifier.volume205en_US
dc.identifier.wosWOS:000275363700008en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorÖzcan, Uğur
dc.language.isoenen_US
dc.publisherElsevier Science Bven_US
dc.relation.ispartofEuropean Journal of Operational Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectFacilities planning and designen_US
dc.subjectLine balancingen_US
dc.subjectTwo-sided assembly linesen_US
dc.subjectInteger programmingen_US
dc.subjectSimulated annealingen_US
dc.titleBalancing Stochastic Two-Sided Assembly Lines: A Chance-Constrained, Piecewise-Linear, Mixed Integer Program and a Simulated Annealing Algorithmen_US
dc.typeArticleen_US

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