AN IMPROVED ARTIFICIAL BEE COLONY ALGORITHM WITH LOCAL SEARCH FOR TRAVELING SALESMAN PROBLEM

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dc.contributor.authorKoçer, Hasan Erdinç
dc.contributor.authorAkça, Melike Ruhan
dc.date.accessioned2020-03-26T18:49:21Z
dc.date.available2020-03-26T18:49:21Z
dc.date.issued2014
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThis study aims to solve the traveling salesman problem for small, medium, and large traveling salesman problems taken from the TSPLIB with known solutions, by using an improved artificial bee colony algorithm that is a swarm intelligence-based heuristic algorithm. The improvement process is achieved by using a loyalty function that is used in bee colony optimization as a fitness function used in ABC algorithms. Obtained solutions are compared to solutions from the TSPLIB and the results of cunkas and ozsaglam's (2009) study, which includes the solutions for benchmark problems and cities and counties in Turkey according to the genetic algorithm and particle swarm optimization.en_US
dc.identifier.doi10.1080/01969722.2014.970396en_US
dc.identifier.endpage649en_US
dc.identifier.issn0196-9722en_US
dc.identifier.issn1087-6553en_US
dc.identifier.issue8en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage635en_US
dc.identifier.urihttps://dx.doi.org/10.1080/01969722.2014.970396
dc.identifier.urihttps://hdl.handle.net/20.500.12395/30589
dc.identifier.volume45en_US
dc.identifier.wosWOS:000343712400003en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTAYLOR & FRANCIS INCen_US
dc.relation.ispartofCYBERNETICS AND SYSTEMSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjecttraveling salesman problemen_US
dc.subjectopt-2 local searchen_US
dc.subjectartificial bee colony algorithmen_US
dc.subjectopt-2 local searchen_US
dc.titleAN IMPROVED ARTIFICIAL BEE COLONY ALGORITHM WITH LOCAL SEARCH FOR TRAVELING SALESMAN PROBLEMen_US
dc.typeArticleen_US

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