Solving Fuzzy Job Shop Scheduling Problems with Availability Constraints Using a Scatter Search Method

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dc.contributor.authorEngin, Orhan
dc.contributor.authorYılmaz, Mustafa Kerim
dc.contributor.authorBaysal, Mehmet Emin
dc.contributor.authorSarucan, Ahmet
dc.date.accessioned2020-03-26T18:43:25Z
dc.date.available2020-03-26T18:43:25Z
dc.date.issued2013
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractIn the last decade job shop scheduling problems have been subject to intensive research due to their multiple applications. Job shop scheduling is known as a strongly NP-complete problem. In the job shop scheduling problems, processing times and due dates are very dynamic due to both human and machine resource factors. Fuzzy sets have been used to model the uncertain processing times and due dates in recent years. In this study, a fuzzy job shop s cheduling problem with availability constraints is considered. Availability constraints mean that machines can be unavailable for preventive maintenance, periodic repair or random breakdown. These constraints have been considered in this study for fuzzy job shop scheduling problems. A Scatter Search (SS) method is proposed to solve these problems. The feasibility and effectiveness of the proposed scatter search method is demonstrated by comparing it with the hybrid genetic algorithm (HGA). The aim of the study is to minimize the tardiness and earliness.en_US
dc.identifier.endpage334en_US
dc.identifier.issn1542-3980en_US
dc.identifier.issn1542-3999en_US
dc.identifier.issue03.04.2020en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage317en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/29825
dc.identifier.volume21en_US
dc.identifier.wosWOS:000326481300005en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherOLD CITY PUBLISHING INCen_US
dc.relation.ispartofJOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTINGen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectFuzzy job shop scheduling problemsen_US
dc.subjectavailability constraintsen_US
dc.subjectscatter search methoden_US
dc.subjecthybrid genetic algorithmen_US
dc.titleSolving Fuzzy Job Shop Scheduling Problems with Availability Constraints Using a Scatter Search Methoden_US
dc.typeArticleen_US

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