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A Real-Integer-Discrete-Coded Differential Evolution Algorithm: A Preliminary Study

dc.contributor.authorDatta, Dilip
dc.contributor.authorFigueira, José
dc.date.accessioned2013-11-22T12:35:11Z
dc.date.available2013-11-22T12:35:11Z
dc.date.issued2010
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/12141
dc.language.isoenen
dc.subjectdifferential evolution (DE) algorithmsen
dc.subject.ddc511en
dc.titleA Real-Integer-Discrete-Coded Differential Evolution Algorithm: A Preliminary Studyen
dc.typeCommunication / Conférence
dc.description.abstractenThe successful application of differential evolution (DE) algorithms to various real-valued problems encourages to develop some integer-coded versions of DE for working directly with integer and discrete variables of a problem. However, in most of those works, actually a real-valued solution is just converted into a desired integer-valued solution by applying some decoding mechanisms. Only a limited number of works are found, in which attempts are made for developing an actual integer-coded DE. In this article, a novel version of DE is proposed which can work directly with real, integer and discrete variables of a problem without any conversion. Applying to two non-linear real-integer-discrete-valued engineering design problems, the proposed DE is found successful in obtaining the known best solutions of the problems.en
dc.identifier.citationpages35-46en
dc.relation.ispartofseriestitleLecture Notes in Computer Scienceen
dc.relation.ispartofseriesnumber6022en
dc.relation.ispartoftitleEvolutionary Computation in Combinatorial Optimization 10th European Conference, EvoCOP 2010, Istanbul, Turkey, April 7-9, 2010. Proceedingsen
dc.relation.ispartofeditorCowling, Peter I.
dc.relation.ispartofeditorMerz, Peter
dc.relation.ispartofpublnameSpringeren
dc.relation.ispartofpublcityBerlinen
dc.relation.ispartofdate2010
dc.relation.ispartofpages290en
dc.relation.ispartofurlhttp://dx.doi.org/10.1007/978-3-642-12139-5en
dc.subject.ddclabelPrincipes gérnéraux des mathématiquesen
dc.relation.ispartofisbn978-3-642-12138-8en
dc.relation.conftitle10th European Conference on Evolutionary Computation in Combinatorial Optimization , EvoCOP 2010en
dc.relation.confdate2010-04
dc.relation.confcityIstanbulen
dc.relation.confcountryTurquieen
dc.relation.forthcomingnonen
dc.identifier.doihttp://dx.doi.org/10.1007/978-3-642-12139-5_4en


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