Cost optimization of feed mixes by genetic algorithms

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dc.contributor.authorSahman, M. Akif
dc.contributor.authorCunkas, Mehmet
dc.contributor.authorInal, Seref
dc.contributor.authorInal, Fatma
dc.contributor.authorCoskun, Behic
dc.contributor.authorTaskiran, Ugur
dc.date.accessioned2020-03-26T17:38:09Z
dc.date.available2020-03-26T17:38:09Z
dc.date.issued2009
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThe cost optimization is a key element to determine the least-cost feed mixture according to animals' nutrient requirements and the effective use of the sources. In this paper, the cost optimization of feeds is performed by genetic algorithm, considering the growing style and type, age, nutritional requirement and feedstuff costs for poultry and different types of animals. The proposed method is compared with linear programming approach to measure its performance. The obtained results show that Genetic algorithms could be applicable to the cost optimization of the feed mixtures. In addition, a software program is developed by using Delphi environment. which provides flexible, extensible and user-friendly framework for tuning the heuristic relevant parameters and improving the solution quality. (C) 2009 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.advengsoft.2009.04.003en_US
dc.identifier.endpage974en_US
dc.identifier.issn0965-9978en_US
dc.identifier.issn1873-5339en_US
dc.identifier.issue10en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage965en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.advengsoft.2009.04.003
dc.identifier.urihttps://hdl.handle.net/20.500.12395/23390
dc.identifier.volume40en_US
dc.identifier.wosWOS:000267676800001en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherELSEVIER SCI LTDen_US
dc.relation.ispartofADVANCES IN ENGINEERING SOFTWAREen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectFeed mixesen_US
dc.subjectPoultryen_US
dc.subjectRuminanten_US
dc.subjectGenetic algorithmsen_US
dc.subjectCost optimizationen_US
dc.titleCost optimization of feed mixes by genetic algorithmsen_US
dc.typeArticleen_US

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