Utilization of Bat Algorithm for Solving Uncapacitated Facility Location Problem

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dc.contributor.authorBabaoglu, Ismail
dc.date.accessioned2020-03-26T19:31:49Z
dc.date.available2020-03-26T19:31:49Z
dc.date.issued2016
dc.departmentSelçuk Üniversitesien_US
dc.description19th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES) -- NOV 22-25, 2015 -- King Mongkuts Univ Technol Thonburi, Sch Informat Technol, Bangkok, THAILANDen_US
dc.description.abstractThe uncapacitated facility location problem (UFLP) is a location-based binary optimization problem investigated by using various methods in the literature. This study demonstrates a solution methodology for UFLP by a binary version of a novel swarm intelligence method namely bat algorithm (BA). BA is an optimization method employed for solving continuous optimization problems in the literature, suggested by inspiring the echolocation of microbats in nature. As implemented within some studies, sigmoid function is used in BA in order to obtain binary version of the algorithm (BBA) in this study, and then BBA is used for solving UFLP. According to the experimental results, BBA acquires successful results for solving UFLP in terms of solution quality.en_US
dc.description.sponsorshipInt Neural Network Soc, Thailand Reg Chapter, VeriGuideen_US
dc.identifier.doi10.1007/978-3-319-27000-5_16en_US
dc.identifier.endpage208en_US
dc.identifier.isbn978-3-319-27000-5; 978-3-319-26999-3
dc.identifier.issn2363-6084en_US
dc.identifier.startpage199en_US
dc.identifier.urihttps://dx.doi.org/10.1007/978-3-319-27000-5_16
dc.identifier.urihttps://hdl.handle.net/20.500.12395/34188
dc.identifier.volume5en_US
dc.identifier.wosWOS:000381747000016en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherSPRINGER INTERNATIONAL PUBLISHING AGen_US
dc.relation.ispartofINTELLIGENT AND EVOLUTIONARY SYSTEMS, IES 2015en_US
dc.relation.ispartofseriesProceedings in Adaptation Learning and Optimization
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectBinary bat algorithmen_US
dc.subjectUncapacitated facility location problemen_US
dc.subjectBinary optimizationen_US
dc.subjectSwarm intelligenceen_US
dc.titleUtilization of Bat Algorithm for Solving Uncapacitated Facility Location Problemen_US
dc.typeConference Objecten_US

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