Improved artificial cooperative search algorithm for solving non- convex economic dispatch problems with valve-point effects

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dc.contributor.authorTurgut, Oğuz Emrah
dc.date.accessioned2022-02-15T16:58:48Z
dc.date.available2022-02-15T16:58:48Z
dc.date.issued2018
dc.departmentBakırçay Üniversitesien_US
dc.description.abstractThis paper presents Improved Artificial Cooperative Search (IACS) algorithm for solving economic dispatch problemsconsidering the valve point effects, ramp rate limits, transmission losses and prohibited operation zones. In order to improve the solutionquality and increase the search efficiency, a novel perturbation scheme called “Global best guided chaotic local search” is proposed andincorporated into ACS algorithm. The effectiveness of the proposed IACS algorithm has been benchmarked with twelve widely knownoptimization test problems. In order to assess the performance of the proposed algorithm on non-convex optimization problems, four casestudies related to highly nonlinear economic dispatch problems have been solved . Results retrieved from IACS algorithm have beencompared with literature approaches in terms of minimum, maximum and average generation cost values. Comparison results indicate thatIACS produces more economical power load than those of other optimizers available in the literature.en_US
dc.identifier.endpage241en_US
dc.identifier.issn2147-6799
dc.identifier.issn2147-6799
dc.identifier.issue3en_US
dc.identifier.startpage228en_US
dc.identifier.trdizinid307870en_US
dc.identifier.urihttps://hdl.handle.net/20.500.14034/468
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/307870
dc.identifier.volume6en_US
dc.indekslendigikaynakTR-Dizinen_US
dc.institutionauthorTurgut, Oğuz Emrah
dc.language.isoenen_US
dc.relation.journalInternational Journal of Intelligent Systems and Applications in Engineeringen_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectBilgisayar Bilimlerien_US
dc.subjectYapay Zekaen_US
dc.titleImproved artificial cooperative search algorithm for solving non- convex economic dispatch problems with valve-point effectsen_US
dc.typeArticleen_US

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