Optimization of correlated multi-response quality engineering by the upside-down normal loss function

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dc.contributor.authorZeybek, Melis
dc.contributor.authorKoksoy, Onur
dc.date.accessioned2019-10-27T22:58:08Z
dc.date.available2019-10-27T22:58:08Z
dc.date.issued2016
dc.departmentEge Üniversitesien_US
dc.description.abstractMost of the published literature on robust design is basically concerned with a single response. However, the reality is that common industrial problems usually involve several quality characteristics, which are often correlated. Traditional approaches to multidimensional quality do not offer much information on how much better or worse a process is when finding optimal settings. Koksoy and Fan [Engineering Optimization 44 (8): 935-945] pointed out that the upside-down normal loss function provides a more reasonable risk assessment to the losses of being off-target in product engineering research. However, they only consider the single-response case. This article generalizes their idea to more than one response under possible correlations and co-movement effects of responses on the process loss. The response surface methodology has been adapted, estimating the expected multivariate upside-down normal loss function of a multidimensional system to find the optimal control factor settings of a given problem. The procedure and its merits are illustrated through an example.en_US
dc.identifier.doi10.1080/0305215X.2015.1115027
dc.identifier.endpage1431en_US
dc.identifier.issn0305-215X
dc.identifier.issn1029-0273
dc.identifier.issn0305-215Xen_US
dc.identifier.issn1029-0273en_US
dc.identifier.issue8en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage1419en_US
dc.identifier.urihttps://doi.org/10.1080/0305215X.2015.1115027
dc.identifier.urihttps://hdl.handle.net/11454/51449
dc.identifier.volume48en_US
dc.identifier.wosWOS:000377032200009en_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.subjectmulti-response process optimizationen_US
dc.subjectquality improvementen_US
dc.subjectupside-down normal loss functionen_US
dc.subjectrobust parameter designen_US
dc.subjectresponse surface methodologyen_US
dc.titleOptimization of correlated multi-response quality engineering by the upside-down normal loss functionen_US
dc.typeArticleen_US

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