Uniform design: Theory and application

doi:10.1080/00401706.2000.10486045

科研成果详情

发表状态	已发表Published
题名	Uniform design: Theory and application
作者	Fang, Kaitai1 ; Lin, Dennis K.J.2; Winker, Peter 3; Zhang, Yong 4
发表日期	2000
发表期刊	Technometrics
ISSN/eISSN	0040-1706
卷号	42 期号:3 页码:237-248
摘要	A uniform design (UD) seeks design points that are uniformly scattered on the domain. It has been popular since 1980. A survey of UD is given in the first portion: The fundamental idea and construction method are presented and discussed and examples are given for illustration. It is shown that UD's have many desirable properties for a wide variety of applications. Furthermore, we use the global optimization algorithm, threshold accepting, to generate UD's with low discrepancy. The relationship between uniformity and orthogonality is investigated. It turns out that most UD's obtained here are indeed orthogonal. © 2000 Taylor & Francis Group, LLC.
关键词	Computer experiment Discrepancy Orthogonal design Threshold accepting
DOI	10.1080/00401706.2000.10486045
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:000167438400002
Scopus入藏号	2-s2.0-0034248857
引用统计
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/2493
专题	个人在本单位外知识产出
作者单位	1.Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong 2.Department of Management Science and Information Systems, Pennsylvania State University, University Park, PA, 16802, United States 3.Department of Economics, University of Mannheim, Mannheim, D-68131, Germany 4.Mechanical Engineering Department, Worcester Polytechnic Institute, Worcester, MA, 01609, United States
推荐引用方式 GB/T 7714	Fang, Kaitai,Lin, Dennis K.J.,Winker, Peteret al. Uniform design: Theory and application[J]. Technometrics, 2000, 42(3): 237-248.
APA	Fang, Kaitai, Lin, Dennis K.J., Winker, Peter, & Zhang, Yong. (2000). Uniform design: Theory and application. Technometrics, 42(3), 237-248.
MLA	Fang, Kaitai,et al."Uniform design: Theory and application". Technometrics 42.3(2000): 237-248.