Publication:
Performance Analysis of Parallel Differential Evolution Algorithm With Cooperative Emigrant Creation Strategy

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dc.authorscopusid43261041200
dc.authorscopusid56294787600
dc.authorscopusid57212214837
dc.contributor.authorDemirci, S.
dc.contributor.authorAslan, Selcuk
dc.contributor.authorIleri, S.C.
dc.date.accessioned2020-06-21T09:05:21Z
dc.date.available2020-06-21T09:05:21Z
dc.date.issued2019
dc.departmentOndokuz Mayıs Üniversitesien_US
dc.department-temp[Demirci] Sercan, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Aslan] Selcuk, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Ileri] Serhat Celil, Ondokuz Mayis Üniversitesi, Samsun, Turkeyen_US
dc.description.abstractIn recent years, Differential Evolution (DE) algorithm that is one of the most important delegate of the evolutionary algorithms have been successfully used for solving different optimization problems with its both serial and parallel variants. In this study, the performance of DE algorithm powered with cooperative emigrant creation strategy was investigated over the different types of numerical problems and obtained results were compared with the results of the serial DE and parallel DE algorithm supported with conventional emigrant creation strategy. Experimental studies showed that the convergence speed of the parallel DE algorithm is significantly improved with the cooperative emigrant creation strategy and the proposed parallel DE algorithm produces better results compared to the serial DE algorithm and parallel DE algorithm with the conventional emigrant creation strategy. © 2019 IEEE.en_US
dc.identifier.doi10.1109/UBMYK48245.2019.8965600
dc.identifier.isbn9781728139920
dc.identifier.scopus2-s2.0-85079237274
dc.identifier.urihttps://doi.org/10.1109/UBMYK48245.2019.8965600
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof-- 1st International Informatics and Software Engineering Conference, IISEC 2019 -- 2019-11-06 through 2019-11-07 -- Ankara -- 157111en_US
dc.relation.journal1st International Informatics and Software Engineering Conference: Innovative Technologies for Digital Transformation, IISEC 2019 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCooperative Emigrant Creationen_US
dc.subjectDifferential Evolutionen_US
dc.subjectParallelizationen_US
dc.titlePerformance Analysis of Parallel Differential Evolution Algorithm With Cooperative Emigrant Creation Strategyen_US
dc.title.alternativeKooperatif Göçmen Üretme Stratejisi Destekli Paralel Diferansiyel Gelişim Algoritmasının Performans Analizien_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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