Evaluating differential evolution with penalty function to solve constrained engineering problems

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dc.contributor.authorMelo, Vinicius Veloso de [UNIFESP]
dc.contributor.authorCosta Carosio, Grazieli Luiza
dc.contributor.institutionUniversidade Federal de São Paulo (UNIFESP)
dc.contributor.institutionUniv Ribeirao Preto
dc.date.accessioned2016-01-24T14:27:25Z
dc.date.available2016-01-24T14:27:25Z
dc.date.issued2012-07-01
dc.description.abstractOver the the years, several metaheuristics have been developed to solve hard constrained and unconstrained optimization problems. in general, a metaheuristic is proposed and following researches are made to improve the original algorithm. in this paper, we evaluate a not so new metaheuristic called differential evolution (DE) to solve constrained engineering design problems and compare the results with some recent metaheuristics. Results show that the classical de with a very simple penalty function to handle constraints is still very competitive in the tested problems. (C) 2012 Elsevier B.V. All rights reserved.en
dc.description.affiliationUniversidade Federal de São Paulo, Inst Sci & Technol, Sao Jose Dos Campos, SP, Brazil
dc.description.affiliationUniv Ribeirao Preto, Ribeirao Preto, SP, Brazil
dc.description.affiliationUnifespUniversidade Federal de São Paulo, Inst Sci & Technol, Sao Jose Dos Campos, SP, Brazil
dc.description.sourceWeb of Science
dc.format.extent7860-7863
dc.identifierhttp://dx.doi.org/10.1016/j.eswa.2012.01.123
dc.identifier.citationExpert Systems With Applications. Oxford: Pergamon-Elsevier B.V., v. 39, n. 9, p. 7860-7863, 2012.
dc.identifier.doi10.1016/j.eswa.2012.01.123
dc.identifier.issn0957-4174
dc.identifier.urihttp://repositorio.unifesp.br/handle/11600/35058
dc.identifier.wosWOS:000303281600028
dc.language.isoeng
dc.publisherElsevier B.V.
dc.relation.ispartofExpert Systems With Applications
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.rights.licensehttp://www.elsevier.com/about/open-access/open-access-policies/article-posting-policy
dc.subjectOptimizationen
dc.subjectEngineering designen
dc.subjectMetaheuristicsen
dc.subjectDifferential evolutionen
dc.titleEvaluating differential evolution with penalty function to solve constrained engineering problemsen
dc.typeinfo:eu-repo/semantics/article
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