Bacterial Foraging Optimization Algorithm for assembly line balancing

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dc.contributor.authorAtasagun, Yakup
dc.contributor.authorKara, Yakup
dc.date.accessioned2020-03-26T18:49:33Z
dc.date.available2020-03-26T18:49:33Z
dc.date.issued2014
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractAssembly line balancing is the problem of assigning tasks to workstations by optimizing a performance measure while satisfying precedence relations between tasks and cycle time restrictions. Many exact, heuristic and metaheuristic approaches have been proposed for solving simple straight and U-shaped assembly line balancing problems. In this study, a relatively new optimization algorithm, Bacterial Foraging Optimization Algorithm (BFOA), based heuristic approach is proposed for solving simple straight and U-shaped assembly line balancing problems. The performance of the proposed algorithm is evaluated using a well-known data set taken from the literature in which the number of tasks varies between 7 and 111, and results are also compared with both an ant-colony-optimization-based heuristic approach and a genetic-algorithm-based heuristic approach. The proposed algorithm provided optimal solutions for 123 out of 128 (96.1 %) test problems in seconds and is proven to be promising.en_US
dc.identifier.doi10.1007/s00521-013-1477-9en_US
dc.identifier.endpage250en_US
dc.identifier.issn0941-0643en_US
dc.identifier.issn1433-3058en_US
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage237en_US
dc.identifier.urihttps://dx.doi.org/10.1007/s00521-013-1477-9
dc.identifier.urihttps://hdl.handle.net/20.500.12395/30635
dc.identifier.volume25en_US
dc.identifier.wosWOS:000338191300022en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSPRINGERen_US
dc.relation.ispartofNEURAL COMPUTING & APPLICATIONSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectAssembly line balancingen_US
dc.subjectU-shaped assembly linesen_US
dc.subjectBacterial Foraging Optimization Algorithmen_US
dc.subjectMetaheuristicsen_US
dc.titleBacterial Foraging Optimization Algorithm for assembly line balancingen_US
dc.typeArticleen_US

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