Screening Concepts and Designs for Experiments with Mixtures
作者:
RonaldD. Snee,
DonaldW. Marquardt,
期刊:
Technometrics
(Taylor Available online 1976)
卷期:
Volume 18,
issue 1
页码: 19-29
ISSN:0040-1706
年代: 1976
DOI:10.1080/00401706.1976.10489396
出版商: Taylor & Francis Group
关键词: Extreme Vertices;Mixture Designs;Mixture Experiments;Product Formulation;Screening Designs;Simplex Designs
数据来源: Taylor
摘要:
A strategy for determining the most important components in a mixture system is developed. The proposed screening designs are usefrd in those situations where the number of candidate components,q, is large. Our simplex screening designs, which contain 2q+ 1 or 3q+ 1 points, are recommended when it is possible to experiment over the total composition range of all components (0–100%) or the experimental region can be expressed as a simplex in terms of pseudocomponents. We recommend extreme vertices screening designs, which contain approximatelyq+ 10 points, when some or all of the components are subject to upper and lower constraints. Examples are included to illustrate the proposed designs and associated analyses.
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