Status | 已发表Published |
Title | Uniform design for experiments with mixtures |
Creator | |
Date Issued | 2011 |
Source Publication | Communications in Statistics - Theory and Methods
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ISSN | 0361-0926 |
Volume | 40Issue:10Pages:1734-1742 |
Abstract | The goal of uniform mixture design is to scatter the design points in the experimental region uniformly. The commonly used criteria, such as mean square distance, are based on the Euclidean distance. Based on the Lee distance, a new criterion is proposed in this article. And an algorithm, called NTLBG, is also proposed to refine the randomly generated design for the experimental design with mixtures. Some examples show that the design generated by the NTLBG algorithm has a lower criteria value. Copyright © Taylor & Francis Group, LLC. |
Keyword | NTLBG algorithm Uniform mixture design Wrap-around mean square distance |
DOI | 10.1080/03610921003637470 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Mathematics |
WOS Subject | Statistics & Probability |
WOS ID | WOS:000288661600002 |
Scopus ID | 2-s2.0-79952997569 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/1714 |
Collection | Faculty of Science and Technology |
Corresponding Author | Ning, Jianhui |
Affiliation | 1.Department of Mathematics and Statistics, Center China Normal University, Wuhan 430079, China 2.Division of Science and Technology, BNU-HKBU United International College, Zhuhai, China 3.Institute of Statistical Science, Academia Sinica, Taipei, Taiwan 4.Department of Mathematics, Sichuan University, Chengdu, China |
Recommended Citation GB/T 7714 | Ning, Jianhui,Fang, Kaitai,Zhou, Yongdao. Uniform design for experiments with mixtures[J]. Communications in Statistics - Theory and Methods, 2011, 40(10): 1734-1742. |
APA | Ning, Jianhui, Fang, Kaitai, & Zhou, Yongdao. (2011). Uniform design for experiments with mixtures. Communications in Statistics - Theory and Methods, 40(10), 1734-1742. |
MLA | Ning, Jianhui,et al."Uniform design for experiments with mixtures". Communications in Statistics - Theory and Methods 40.10(2011): 1734-1742. |
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Ning-2011-Uniform de(316KB) | Journal article | Published draft | Open Access | CC BY-NC-SA | View Download |
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