A comparative study of Improved Bat Algorithm and Bat Algorithm on numerical benchmarks

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dc.contributor.authorBeskirli, Mehmet
dc.contributor.authorKoc, Ismail
dc.date.accessioned2020-03-26T19:00:19Z
dc.date.available2020-03-26T19:00:19Z
dc.date.issued2015
dc.departmentSelçuk Üniversitesien_US
dc.description4th International Conference on Advanced Computer Science Applications and Technologies (ACSAT) -- DEC 08-10, 2015 -- Kuala Lumpur, MALAYSIAen_US
dc.description.abstractOptimization is employed in solutions of many problems today. Optimization is described as finding the most suitable alternative among many others under the given constraints. Meta-heuristic algorithms used in solutions of the problems are developed upon the behaviors of living creatures in the nature. One of these is Bat Algorithm (BA), an optimization method based on swarm intelligence. BA is a numerical optimization technique developed in recent times. In this paper, it is aimed at improving Bat Algorithm (IBA) by using Differential Evolution Algorithm population strategy instead of population generation method of BA. IBA was tested on 17 benchmark functions with different characteristics. Suggested method has been seen to exhibit better results compared to the original BA.en_US
dc.description.sponsorshipDesign sci Renaissance, UNiTECH, PECAMP, MSTIen_US
dc.identifier.doi10.1109/ACSAT.2015.41en_US
dc.identifier.endpage73en_US
dc.identifier.isbn978-1-5090-0424-9
dc.identifier.issn2379-7738en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage68en_US
dc.identifier.urihttps://dx.doi.org/10.1109/ACSAT.2015.41
dc.identifier.urihttps://hdl.handle.net/20.500.12395/31746
dc.identifier.wosWOS:000454655600013en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2015 4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE APPLICATIONS AND TECHNOLOGIES (ACSAT)en_US
dc.relation.ispartofseriesInternational Conference on Advanced Computer Science Applications and Technologies
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectBat Algorithmen_US
dc.subjectBenchmark Functionsen_US
dc.subjectImproved Bat Algorithmen_US
dc.subjectSwarm Intelligenceen_US
dc.subjectOptimization Algorithmsen_US
dc.titleA comparative study of Improved Bat Algorithm and Bat Algorithm on numerical benchmarksen_US
dc.typeConference Objecten_US

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