Skip to Main content Skip to Navigation
Journal articles

Space-filling designs for mixtures

Abstract : Uniform experimental designs (Space Filling Designs) are now widely used with independent variables, particularly in numerical simulation. A lot of construction methods have been developed to uniformly cover the domain of variables, but they remain rarely applied for the study of mixtures. In this article, we propose methods to build space-filling designs for mixtures that can be used to modelize complex phenomena in formulation. Various algorithms like Kennard and Stone, WSP, Strauss and Dmax algorithms, to construct these designs are detailed and compared with respect to uniformity criteria.
Document type :
Journal articles
Complete list of metadatas

Cited literature [25 references]  Display  Hide  Download

https://hal-amu.archives-ouvertes.fr/hal-02079830
Contributor : Pierre-Henri Villard <>
Submitted on : Thursday, April 11, 2019 - 3:30:04 PM
Last modification on : Thursday, January 23, 2020 - 6:22:05 PM

File

Space-filling designs for mixt...
Files produced by the author(s)

Identifiers

Citation

C. Gomes, M. Claeys-Bruno, M. Sergent. Space-filling designs for mixtures. Chemometrics and Intelligent Laboratory Systems, Elsevier, 2018, 174, pp.111-127. ⟨10.1016/j.chemolab.2018.01.013⟩. ⟨hal-02079830⟩

Share

Metrics

Record views

163

Files downloads

338