Status | 已发表Published |
Title | An efficient method for constructing uniform designs with large size |
Creator | |
Date Issued | 2013 |
Source Publication | Computational Statistics
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ISSN | 0943-4062 |
Volume | 28Issue:3Pages:1319-1331 |
Abstract | Many construction methods for (nearly) uniform designs have been proposed under the centered L-discrepancy, and most of them are only suitable for constructing designs with small size. This paper proposes a new method, called mixture method (MM), to construct nearly symmetrical/asymmetrical uniform designs with large number of runs and/or large number of factors. The new method has the "better than given" property, i.e., the resulting design is better than existing designs in the sense of the pre-decided criterion. Moreover, the computational speed of MM is faster than most existing methods. © 2012 Springer-Verlag. |
Keyword | Centered L2-Discrepancy Cutting method Good lattice point method Threshold accepting method Uniform design |
DOI | 10.1007/s00180-012-0359-4 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Mathematics |
WOS Subject | Statistics & Probability |
WOS ID | WOS:000319755000021 |
Scopus ID | 2-s2.0-84878531722 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/1623 |
Collection | Faculty of Science and Technology |
Corresponding Author | Zhou, Yongdao Dao |
Affiliation | 1.Department of Mathematics, Sichuan University, Chengdu, 610064, China 2.BNU-HKBU United International College, Zhuhai, 519085, China 3.Institute of Applied Mathematics, Chinese Academy of Sciences, Beijing, 100190, China |
First Author Affilication | Beijing Normal-Hong Kong Baptist University |
Corresponding Author Affilication | Beijing Normal-Hong Kong Baptist University |
Recommended Citation GB/T 7714 | Zhou, Yongdao Dao,Fang, Kaitai. An efficient method for constructing uniform designs with large size[J]. Computational Statistics, 2013, 28(3): 1319-1331. |
APA | Zhou, Yongdao Dao, & Fang, Kaitai. (2013). An efficient method for constructing uniform designs with large size. Computational Statistics, 28(3), 1319-1331. |
MLA | Zhou, Yongdao Dao,et al."An efficient method for constructing uniform designs with large size". Computational Statistics 28.3(2013): 1319-1331. |
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Zhou-2013-An efficie(220KB) | Journal article | Published draft | Open Access | CC BY-NC-SA | View Download |
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