Comparison of evolutionary-based optimization algorithms for structural design optimization

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dc.authorid0000-0003-1790-6987en_US
dc.contributor.authorYıldız, Ali Rıza
dc.date.accessioned2021-03-20T20:16:01Z
dc.date.available2021-03-20T20:16:01Z
dc.date.issued2013
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Makine Mühendisliği Bölümüen_US
dc.description.abstractIn this paper, a comparison of evolutionary-based optimization techniques for structural design optimization problems is presented. Furthermore, a hybrid optimization technique based on differential evolution algorithm is introduced for structural design optimization problems. In order to evaluate the proposed optimization approach a welded beam design problem taken from the literature is solved. The proposed approach is applied to a welded beam design problem and the optimal design of a vehicle component to illustrate how the present approach can be applied for solving structural design optimization problems. A comparative study of six population-based optimization algorithms for optimal design of the structures is presented. The volume reduction of the vehicle component is 28.4% using the proposed hybrid approach. The results show that the proposed approach gives better solutions compared to genetic algorithm, particle swarm, immune algorithm, artificial bee colony algorithm and differential evolution algorithm that are representative of the state-of-the-art in the evolutionary optimization literature. (C) 2012 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.engappai.2012.05.014en_US
dc.identifier.endpage333en_US
dc.identifier.issn0952-1976
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage327en_US
dc.identifier.urihttp://doi.org/10.1016/j.engappai.2012.05.014
dc.identifier.urihttps://hdl.handle.net/20.500.12885/1264
dc.identifier.volume26en_US
dc.identifier.wosWOS:000313855000027en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorYıldız, Ali Rıza
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofEngineering Applications Of Artificial Intelligenceen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectStructural designen_US
dc.subjectDifferential evolutionen_US
dc.subjectHybrid Optimizationen_US
dc.subjectTaguchi methoden_US
dc.subjectWelded beamen_US
dc.subjectVehicle componenten_US
dc.titleComparison of evolutionary-based optimization algorithms for structural design optimizationen_US
dc.typeArticleen_US

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