Modeling and application of genetic algorithm (GA) approach to estimating the future total energy input values

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dc.contributor.authorCanyurt, O. E.
dc.contributor.authorOzturk, H. K.
dc.contributor.authorHepbasli, A.
dc.contributor.authorUtlu, Z.
dc.date.accessioned2019-10-27T19:37:37Z
dc.date.available2019-10-27T19:37:37Z
dc.date.issued2007
dc.departmentEge Üniversitesien_US
dc.description.abstractThis study deals with the modeling and developing the energy input estimation equations in order to estimate the future projections based on genetic algorithm ( GA) notion. In this regard, the GA future prediction of total energy input estimation model (GAFPTEIEM) is used to better estimate the future energy input demand based on the economic and social indicators of gross domestic product ( GDP), population, import, export, house production, cement production, and basic house appliances consumption figures. The models proposed here can be used as an alternative solution and estimation techniques to available estimation techniques. It is also expected that this study will be helpful in developing highly applicable and productive planning for energy policies.en_US
dc.identifier.doi10.1080/15567240500400929
dc.identifier.endpage871en_US
dc.identifier.issn1556-7036
dc.identifier.issn1556-7036en_US
dc.identifier.issue10en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage861en_US
dc.identifier.urihttps://doi.org/10.1080/15567240500400929
dc.identifier.urihttps://hdl.handle.net/11454/39994
dc.identifier.volume29en_US
dc.identifier.wosWOS:000247728700001en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.ispartofEnergy Sources Part A-Recovery Utilization and Environmental Effectsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectenergyen_US
dc.subjectenergy modelingen_US
dc.subjectenergy planningen_US
dc.subjectenergy useen_US
dc.subjectfuture projectionsen_US
dc.subjectgenetic algorithmen_US
dc.titleModeling and application of genetic algorithm (GA) approach to estimating the future total energy input valuesen_US
dc.typeArticleen_US

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