Show simple item record

dc.contributor.authorMartín, Raúl
dc.contributor.authorGarcía-Camacha, Irene
dc.contributor.authorTorsney, Bernard
dc.date.accessioned2020-02-24T16:24:21Z
dc.date.available2020-02-24T16:24:21Z
dc.date.issued2019-06-11
dc.identifier.citationMartín, R.; García-Camacha, I.; Torsney, B. Efficient algorithms for constructing D- and I-optimal exact designs for linear and non-linear models in mixture experiments. "SORT", 11 Juny 2019, vol. 1, p. 163-190.
dc.identifier.issn1696-2281
dc.identifier.urihttp://hdl.handle.net/2117/178518
dc.description.abstractThe problem of finding optimal exact designs is more challenging than that of approximate optimal designs. In the present paper, we develop two efficient algorithms to numerically construct exact designs for mixture experiments. The first is a novel approach to the well-known multiplicative algorithm based on sets of permutation points, while the second uses genetic algorithms. Using (i) linear and non-linear models, (ii) D/- and I-optimality criteria, and (iii) constraints on the ingredients, both approaches are explored through several practical problems arising in the chemical, pharmaceutical and oil industry.
dc.format.extent28 p.
dc.language.isoeng
dc.publisherInstitut d'Estadística de Catalunya
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
dc.subject.otherOptimal experimental design
dc.subject.otherD-optimality
dc.subject.otherI-optimality
dc.subject.othermixture experiments
dc.subject.othermultiplicative algorithm
dc.subject.othergenetic algorithm
dc.subject.otherexact designs
dc.titleEfficient algorithms for constructing D- and I-optimal exact designs for linear and non-linear models in mixture experiments
dc.typeArticle
dc.description.peerreviewedPeer Reviewed
dc.subject.amsClassificació AMS::62 Statistics::62K Design of experiments
dc.rights.accessOpen Access
local.citation.publicationNameSORT
local.citation.volume1
local.citation.startingPage163
local.citation.endingPage190


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record

Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain