Hybrid Taguchi-differential evolution algorithm for optimization of multi-pass turning operations

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dc.authorid0000-0003-1790-6987en_US
dc.contributor.authorYıldız, Ali Rıza
dc.date.accessioned2021-03-20T20:15:56Z
dc.date.available2021-03-20T20:15:56Z
dc.date.issued2013
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Makine Mühendisliği Bölümüen_US
dc.description.abstractHybridizing of the optimization algorithms provides a scope to improve the searching abilities of the resulting method. The purpose of this paper is to develop a novel hybrid optimization algorithm entitled hybrid robust differential evolution (HRDE) by adding positive properties of the Taguchi's method to the differential evolution algorithm for minimizing the production cost associated with multi-pass turning problems. The proposed optimization approach is applied to two case studies for multi-pass turning operations to illustrate the effectiveness and robustness of the proposed algorithm in machining operations. The results reveal that the proposed hybrid algorithm is more effective than particle swarm optimization algorithm, immune algorithm, hybrid harmony search algorithm, hybrid genetic algorithm, scatter search algorithm, genetic algorithm and integration of simulated annealing and Hooke-Jeevespatter search. (C) 2012 Elsevier B. V. All rights reserved.en_US
dc.identifier.doi10.1016/j.asoc.2012.01.012en_US
dc.identifier.endpage1439en_US
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1433en_US
dc.identifier.urihttp://doi.org/10.1016/j.asoc.2012.01.012
dc.identifier.urihttps://hdl.handle.net/20.500.12885/1253
dc.identifier.volume13en_US
dc.identifier.wosWOS:000314664900011en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorYıldız, Ali Rıza
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.ispartofApplied Soft Computingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectHybrid optimizationen_US
dc.subjectDifferential evolution algorithmen_US
dc.subjectTaguchi's methoden_US
dc.subjectManufacturingen_US
dc.subjectTurningen_US
dc.titleHybrid Taguchi-differential evolution algorithm for optimization of multi-pass turning operationsen_US
dc.typeArticleen_US

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