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dc.contributor.authorGültekin, Hakan
dc.contributor.authorCoban, B.
dc.contributor.authorAkhlaghi, V.E.
dc.date.accessioned2019-03-17T09:58:15Z
dc.date.available2019-03-17T09:58:15Z
dc.date.issued2018-02-27
dc.identifier.citationGultekin, H., Coban, B., & Akhlaghi, V. E. (2018). Cyclic scheduling of parts and robot moves in m-machine robotic cells. Computers & Operations Research, 90, 161-172.en
dc.identifier.issn03050548
dc.identifier.urihttps://www.sciencedirect.com/science/article/pii/S0305054817302496?via%3Dihub
dc.identifier.urihttp://hdl.handle.net/20.500.11851/729
dc.description.abstractWe consider a flow shop type manufacturing cell consisting of m machines and a material handling robot producing multiple parts. The robot transfers the parts between the machines and loads/unloads the machines. We consider the cyclic scheduling of the parts and the robot moves with the objective of maximizing the throughput rate. We develop a mixed integer linear programming formulation of the problem. The formulation is improved with several valid inequalities and reformulations of the constraints. We also develop a hybrid metaheuristic algorithm for this strongly NP-Hard problem. The algorithm is modified to handle both 1-unit and multi-unit robot cycles. Multi-threading is used to parallelize the algorithm in order to improve its efficiency. After calibrating the parameters of the heuristic algorithm, an extensive computational study is performed to evaluate its performance. The results of this study revealed that the developed heuristic provides near-optimal solutions in reasonable solution times. The effects of parallelization and the benefits of considering multi-unit cycles instead of 1-unit cycles are also quantified. Our computational tests show that multi-unit cycles improve the throughput rate by 9% on the average. The improvement can reach to 20% depending on the problem parameters.en_US
dc.language.isoengen
dc.publisherElsevier Ltd.en
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectHybrid metaheuristicen_US
dc.subjectMixed integer linear programming formulationen_US
dc.subjectMultiple partsen_US
dc.subjectRobotic cell schedulingen_US
dc.subjectThroughput maximizationen_US
dc.titleCyclic scheduling of parts and robot moves in m-machine robotic cellsen_US
dc.typearticleen
dc.relation.journalComputers and Operations Researchen_US
dc.contributor.departmentTOBB ETÜ, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümütr_TR
dc.identifier.volume90tr
dc.identifier.startpage161tr
dc.identifier.endpage172tr
dc.relation.tubitak213M435
dc.contributor.orcidhttps://orcid.org/0000-0002-5416-3249
dc.identifier.wosWOS:000414884300013
dc.identifier.scopus2-s2.0-85030097791
dc.contributor.tobbetuauthorGültekin, Hakantr_TR
dc.contributor.YOKid19313tr
dc.identifier.doi10.1016/j.cor.2017.09.018


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