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An improved electromagnetism-like algorithm for constrained optimization problems

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dc.contributor.authorYurtkuran, A.
dc.contributor.authorEmel, E.
dc.contributor.buuauthorYURTKURAN, ALKIN
dc.contributor.buuauthorEMEL, ERDAL
dc.contributor.departmentMühendislik Fakültesi
dc.contributor.departmentEndüstri Mühendisliği Ana Bilim Dalı
dc.contributor.orcid0000-0003-2978-2811
dc.contributor.orcid0000-0002-9220-7353
dc.contributor.scopusid26031880400
dc.contributor.scopusid6602919521
dc.date.accessioned2025-08-06T23:19:52Z
dc.date.issued2014-01-01
dc.description.abstractElectromagnetism-like algorithm (EMA) is a population based meta-heuristic algorithm, which simulates the attraction-repulsion mechanism between charged particles in an electrical field. In this study, modifications to traditional EMA are proposed to solve constrained optimization problems. A modified electrical charge calculation, a probabilistic particle selection mechanism and a re-generation step are adapted to the algorithm. The improved algorithm is tested on 13 benchmark problems and compared to novel meta-heuristics. The computational results reveal that the proposed algorithm is very efficient.
dc.description.sponsorshipComputer and Industrial Engineering
dc.description.sponsorshipGaziantep University
dc.description.sponsorshipIstanbul Commercial University
dc.description.sponsorshipJournal of Intelligent Manufacturing Systems
dc.description.sponsorshipSakarya University, Department of Industrial Engineering
dc.identifier.endpage 119
dc.identifier.scopus2-s2.0-84923871216
dc.identifier.startpage106
dc.identifier.urihttps://hdl.handle.net/11452/53793
dc.indexed.scopusScopus
dc.language.isoen
dc.publisherComputers and Industrial Engineering
dc.relation.journalCIE 2014 44th International Conference on Computers and Industrial Engineering and Imss 2014 9th International Symposium on Intelligent Manufacturing and Service Systems Joint International Symposium on the Social Impacts of Developments in Information Manufacturing and Service Systems Proceedings
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectElectromagnetism-like algorithm
dc.subjectConstrained optimization
dc.subject.scopusEvolutionary Algorithms for Constrained Optimization Solutions
dc.titleAn improved electromagnetism-like algorithm for constrained optimization problems
dc.typeconferenceObject
dc.type.subtypeConference Paper
dspace.entity.typePublication
local.contributor.departmentMühendislik Fakültesi/ Endüstri Mühendisliği Ana Bilim Dalı
local.indexed.atScopus
relation.isAuthorOfPublication58f1dbde-5e19-48cf-ae91-ba7a1b4e2a68
relation.isAuthorOfPublication758ceefe-22fa-474e-8207-c551b8f5f98a
relation.isAuthorOfPublication.latestForDiscovery58f1dbde-5e19-48cf-ae91-ba7a1b4e2a68

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