Uniform design for experiments with mixtures

doi:10.1080/03610921003637470

科研成果详情

发表状态	已发表Published
题名	Uniform design for experiments with mixtures
作者	Ning, Jianhui 1,3; Fang, Kaitai2 ; Zhou, Yongdao 2,4
发表日期	2011
发表期刊	Communications in Statistics - Theory and Methods
ISSN/eISSN	0361-0926
卷号	40 期号:10 页码:1734-1742
摘要	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.
关键词	NTLBG algorithm Uniform mixture design Wrap-around mean square distance
DOI	10.1080/03610921003637470
URL	查看来源
收录类别	SCIE
语种	英语English
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000288661600002
Scopus入藏号	2-s2.0-79952997569
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/1714
专题	理工科技学院
通讯作者	Ning, Jianhui
作者单位	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
推荐引用方式 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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