An I-optimal experimental design-embedded nonlinear lexicographic goal programming model for optimization of controllable design factors

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dc.contributor.authorOzdemir, Akin
dc.date.accessioned2024-10-04T18:48:12Z
dc.date.available2024-10-04T18:48:12Z
dc.date.issued2021
dc.departmentBayburt Üniversitesien_US
dc.description.abstractOptimal experimental designs are effective offline quality improvement techniques used to enhance existing products and develop new products for a constrained design region. For some practical situations, I-optimal experimental designs may be the most suitable way to construct optimal experimental design points, by addressing prediction variance to generate a measure of prediction performance over the non-standard experimental design region. The purpose of this article is three-fold: (1) the I-optimality criterion is selected for minimizing the average prediction variance; (2) fitted mean and variance response models are found; and (3) a nonlinear lexicographic goal programming model incorporating an I-optimal experimental design is proposed to find the optimum settings of controllable design factors. Comparison studies and a numerical example are provided to illustrate the effectiveness of the proposed methodology for improvement of the quality of products.en_US
dc.identifier.doi10.1080/0305215X.2020.1732365
dc.identifier.endpage407en_US
dc.identifier.issn0305-215X
dc.identifier.issn1029-0273
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85082113157en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage392en_US
dc.identifier.urihttps://doi.org/10.1080/0305215X.2020.1732365
dc.identifier.urihttp://hdl.handle.net/20.500.12403/2966
dc.identifier.volume53en_US
dc.identifier.wosWOS:000524163900001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Ltden_US
dc.relation.ispartofEngineering Optimizationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectQuality improvementen_US
dc.subjectI-optimal experimental designen_US
dc.subjectcontrollable design factorsen_US
dc.subjectnonlinear lexicographic goal programmingen_US
dc.subjectoptimizationen_US
dc.titleAn I-optimal experimental design-embedded nonlinear lexicographic goal programming model for optimization of controllable design factorsen_US
dc.typeArticleen_US

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