| Status | 已发表Published |
| Title | Uniform design: Theory and application |
| Creator | |
| Date Issued | 2000 |
| Source Publication | Technometrics
 |
| ISSN | 0040-1706 |
| Volume | 42Issue:3Pages:237-248 |
| Abstract | 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. |
| Keyword | Computer experiment Discrepancy Orthogonal design Threshold accepting |
| DOI | 10.1080/00401706.2000.10486045 |
| URL | View source |
| Indexed By | SCIE |
| Language | 英语English |
| WOS Research Area | Mathematics |
| WOS Subject | Statistics & Probability |
| WOS ID | WOS:000167438400002 |
| Scopus ID | 2-s2.0-0034248857 |
| Citation statistics | |
| Document Type | Journal article |
| Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/2493 |
| Collection | Research outside affiliated institution |
| Affiliation | 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 |
| Recommended Citation 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. |
| Files in This Item: | There are no files associated with this item. | |||||
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