A multiobjective optimization method to environmental economic dispatch

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dc.authorid0000-0002-8291-1419
dc.contributor.authorYalcinoz, Tankut
dc.contributor.authorKoksoy, Onur
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2007
dc.departmentNiğde ÖHÜ
dc.description.abstractAn optimization technique based on progressive articulation of preference information is presented to solve the multiobjective environmental economic dispatch. For the multiobjective optimization problem, the use of weights to form a composite objective function reduces a multiple problem to a single problem. However, it also obviously "loses" some information in the conversion and this strategy is not expected to provide a robust solution or to even help trace the efficient frontier of solutions. Our main thrust is to facilitate a string of solutions of the problem without converting to the original problem to a simpler case. The proposed method handles the problem in an interactive way and does not need to know any global preference structure or some type of initial goals of the decision maker for the objectives. Numerical results for two case studies have been presented to illustrate the performance and applicability of the proposed method. The proposed method is compared with the genetic algorithm with arithmetic crossover and a neural network approach. (c) 2006 Elsevier Ltd. All rights reserved.
dc.identifier.doi10.1016/j.ijepes.2006.03.016
dc.identifier.endpage50
dc.identifier.issn0142-0615
dc.identifier.issue1
dc.identifier.scopus2-s2.0-33750286591
dc.identifier.scopusqualityQ1
dc.identifier.startpage42
dc.identifier.urihttps://dx.doi.org/10.1016/j.ijepes.2006.03.016
dc.identifier.urihttps://hdl.handle.net/11480/5439
dc.identifier.volume29
dc.identifier.wosWOS:000242926800006
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherELSEVIER SCI LTD
dc.relation.ispartofINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectenvironmental economic dispatch
dc.subjectmultiobjective optimization
dc.subjectpareto optimal solutions
dc.titleA multiobjective optimization method to environmental economic dispatch
dc.typeArticle

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