Computing trade-offs in robust design: Perspectives of the mean squared error

dc.contributor.authorSamanlıoğlu, Funda
dc.contributor.authorSamanlıoğlu, Funda
dc.contributor.authorCho, Byung Rae
dc.contributor.authorWiecek, Margaret M.
dc.date.accessioned2019-06-27T08:04:49Z
dc.date.available2019-06-27T08:04:49Z
dc.date.issued2011
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.description.abstractResearchers often identify robust design as one of the most effective engineering design methods for continuous quality improvement. When more than one quality characteristic is considered an important question is how to trade off robust design solutions. In this paper we consider a bi-objective robust design problem for which Pareto solutions of two quality characteristics need to be obtained. In practical robust design applications a second-order polynomial model is adequate to accommodate the curvature of process mean and variance functions thus mean-squared robust design models frequently used by many researchers would contain fourth-order terms. Consequently the associated Pareto frontier might be non-convex and supported and non-supported efficient solutions needs to be generated. So the objective of this paper is to develop a lexicographic weighted-Tchebycheff based bi-objective robust design model to generate the associated Pareto frontier. Our numerical example clearly shows the advantages of this model over frequently used weighted-sums model. (C) 2010 Elsevier Ltd. All rights reserved.en_US]
dc.identifier.citation39
dc.identifier.doi10.1016/j.cie.2010.11.006en_US
dc.identifier.endpage255
dc.identifier.issn0360-8352en_US
dc.identifier.issn1879-0550en_US
dc.identifier.issn0360-8352
dc.identifier.issn1879-0550
dc.identifier.issue2
dc.identifier.scopus2-s2.0-78951494707en_US
dc.identifier.scopusqualityQ1
dc.identifier.startpage248en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12469/993
dc.identifier.urihttps://doi.org/10.1016/j.cie.2010.11.006
dc.identifier.volume60en_US
dc.identifier.wosWOS:000287290100007en_US
dc.identifier.wosqualityQ1
dc.institutionauthorSamanlıoğlu, Fundaen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.journalComputers & Industrial Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectQuality controlen_US
dc.subjectBi-objective robust designen_US
dc.subjectWeighted-sums methoden_US
dc.subjectLexicographic weighted-Tchebycheff methoden_US
dc.subjectMean-squared-error modelen_US
dc.titleComputing trade-offs in robust design: Perspectives of the mean squared erroren_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isAuthorOfPublication4e74c274-0592-4792-ac57-00061bd273aa
relation.isAuthorOfPublication.latestForDiscovery4e74c274-0592-4792-ac57-00061bd273aa

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Computing trade-offs in robust design Perspectives of the mean squared error.pdf
Size:
1.3 MB
Format:
Adobe Portable Document Format
Description: