On the sensitivity of desirability functions for multiresponse optimization

Basit Öğe Kaydı
dc.authorid0000-0002-1150-7064
dc.contributor.authorAksezer, Sezgin Çağlaren_US
dc.date.accessioned2015-01-15T23:01:05Z
dc.date.available2015-01-15T23:01:05Z
dc.date.issued2008-11
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Industrial Engineeringen_US
dc.description.abstractDesirability functions have been one of the most important multiresponse optimization technique since the early eighties. Main reasons for this popularity might be counted as the convenience of the implementation of the method and it's availability in many experimental design software packages. Technique itself involves somehow subjective parameters such as the importance coefficients between response characteristics that are used to calculate overall desirability, weights used in determining the shape of each individual response and the size of the specification band of the response. However, the impact of these sensitive parameters on the solution set is mostly uninvestigated. This paper proposes a procedure to analyze the sensitivity of the important characteristic parameters of desirability functions and their impact on pareto-optimal solution set. The proposed procedure uses the experimental design tools on the solution space and estimates a prediction equation on the overall desirability to identify the sensitive parameters. For illustration, a classical desirability example is selected from the literature and results are given along with the discussion.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationAksezer, Ç. S. (2008). On the sensitivity of desirability functions for multiresponse optimization. Journal of Industrial and Management Optimization, 4(4), 685-696. doi:10.3934/jimo.2008.4.685en_US
dc.identifier.doi10.3934/jimo.2008.4.685
dc.identifier.endpage696
dc.identifier.issn1547-5816
dc.identifier.issue4
dc.identifier.scopus2-s2.0-56649107777
dc.identifier.scopusqualityQ3
dc.identifier.startpage685
dc.identifier.urihttps://hdl.handle.net/11729/283
dc.identifier.urihttp://dx.doi.org/10.3934/jimo.2008.4.685
dc.identifier.volume4
dc.identifier.wosWOS:000260920100004
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakScience Citation Index Expanded (SCI-EXPANDED)en_US
dc.institutionauthorAksezer, Sezgin Çağlaren_US
dc.institutionauthorid0000-0002-1150-7064
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherAmerican Institute of Mathematical Sciencesen_US
dc.relation.ispartofJournal of Industrial and Management Optimizationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDesirability Functionsen_US
dc.subjectParametric Sensitivity Analysisen_US
dc.subjectMultiresponse Optimizationen_US
dc.subjectOptimizationen_US
dc.subjectDesignen_US
dc.subjectFactor settingsen_US
dc.titleOn the sensitivity of desirability functions for multiresponse optimizationen_US
dc.typeArticleen_US
dspace.entity.typePublication

Dosyalar

Orijinal paket
Listeleniyor 1 - 2 / 2
Küçük Resim Yok
İsim:
283.pdf
Boyut:
48.35 KB
Biçim:
Adobe Portable Document Format
Açıklama:
Publisher's Version
İndir
Küçük Resim
İsim:
283.pdf
Boyut:
153.01 KB
Biçim:
Adobe Portable Document Format
Açıklama:
Author Post Print
İndir

Koleksiyon

Makale Koleksiyonu | Endüstri Mühendisliği Bölümü
Scopus İndeksli Yayınlar Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu