A comprehensive investigation into the performance of optimization methods in spur gear design

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dc.authoridDorterler, Murat/0000-0003-1127-515X
dc.authoridsahin, ismail/0000-0001-8566-3433
dc.authoridATILA, UMIT/0000-0002-1576-9977
dc.contributor.authorAtila, Umit
dc.contributor.authorDorteder, Murat
dc.contributor.authorDurgut, Rafet
dc.contributor.authorSahin, Ismail
dc.date.accessioned2024-09-29T16:02:42Z
dc.date.available2024-09-29T16:02:42Z
dc.date.issued2020
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThe design of gears with a minimum weight is an optimization problem that has been widely discussed in the literature. Various recent metaheuristic optimization methods, along with the conventional methods, have produced successful results for design optimization problems. In this study, a comprehensive investigation was conducted into the solution of the spur gear design problem in metaheuristic optimization methods. The artificial algae algorithm, artificial bee colony and whale optimization algorithm were applied to the problem for the first time. The grey wolf optimizer and particle swarm optimization were also applied. The results were compared with the performance of the genetic algorithm, simulating annealing and particle swarm optimization, applied in previous studies. A statistical evaluation of these methods applied under the same conditions was carried out in terms of stability. It was shown that the new methods demonstrated significantly improved performance in solving the gear design problem compared to existing methods.en_US
dc.identifier.doi10.1080/0305215X.2019.1634702
dc.identifier.endpage1067en_US
dc.identifier.issn0305-215X
dc.identifier.issn1029-0273
dc.identifier.issue6en_US
dc.identifier.scopus2-s2.0-85070302877en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage1052en_US
dc.identifier.urihttps://doi.org/10.1080/0305215X.2019.1634702
dc.identifier.urihttps://hdl.handle.net/20.500.14619/5657
dc.identifier.volume52en_US
dc.identifier.wosWOS:000476136400001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Ltden_US
dc.relation.ispartofEngineering Optimizationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSpur gearen_US
dc.subjectengineering optimizationen_US
dc.subjectmetaheuristicen_US
dc.subjectswarm optimization methodsen_US
dc.titleA comprehensive investigation into the performance of optimization methods in spur gear designen_US
dc.typeArticleen_US

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