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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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