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On the role of the weight function in the truncation quality of High Dimensional Model Representation

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dc.contributor.authorsTiryaki, Pinar; Baykara, N. A.; Demiralp, Metin
dc.contributor.editorDemiralp, M
dc.contributor.editorMikhael, WB
dc.contributor.editorCaballero, AA
dc.contributor.editorAbatzoglou, N
dc.contributor.editorTabrizi, MN
dc.contributor.editorLeandre, R
dc.date.accessioned2022-03-12T16:00:22Z
dc.date.accessioned2026-01-11T06:23:47Z
dc.date.available2022-03-12T16:00:22Z
dc.date.issued2008
dc.description.abstractThis paper investigates the role of the weight function in the quality of the High Dimensional Model Representation's (HDMR) truncations at different levels of multivariance. This is done by evaluating the additivity measurers at different levels of multivariance, for specified weight functions and targets for HDMR. The observations imply that the weight functions picking function values from regions where the addive nature of the target function dominates.
dc.identifier.doidoiWOS:000257948800036
dc.identifier.isbn978-960-6766-65-7
dc.identifier.urihttps://hdl.handle.net/11424/224657
dc.identifier.wosWOS:000257948800036
dc.language.isoeng
dc.publisherWORLD SCIENTIFIC AND ENGINEERING ACAD AND SOC
dc.relation.ispartofNEW ASPECTS OF MICROELECTRONICS, NANOELECTRONICS, OPTOELECTRONICS
dc.relation.ispartofseriesElectrical and Computer Engineering Series
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectweight function
dc.subjectmultivariate approximation
dc.subjectHigh Dimensional Model Representation
dc.subjectadditivity measurers
dc.titleOn the role of the weight function in the truncation quality of High Dimensional Model Representation
dc.typeconferenceObject
dspace.entity.typePublication
oaire.citation.endPage+
oaire.citation.startPage221
oaire.citation.titleNEW ASPECTS OF MICROELECTRONICS, NANOELECTRONICS, OPTOELECTRONICS

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