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Status已发表Published
TitleAn efficient method for constructing uniform designs with large size
Creator
Date Issued2013
Source PublicationComputational Statistics
ISSN0943-4062
Volume28Issue: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.

KeywordCentered L2-Discrepancy Cutting method Good lattice point method Threshold accepting method Uniform design
DOI10.1007/s00180-012-0359-4
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaMathematics
WOS SubjectStatistics & Probability
WOS IDWOS:000319755000021
Scopus ID2-s2.0-84878531722
Citation statistics
Cited Times:19[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/1623
CollectionFaculty of Science and Technology
Corresponding AuthorZhou, 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 AffilicationBeijing Normal-Hong Kong Baptist University
Corresponding Author AffilicationBeijing 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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