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题名Construction of uniform designs via an adjusted threshold accepting algorithm
作者
发表日期2017-12-01
发表期刊Journal of Complexity
ISSN/eISSN0885-064X
卷号43页码:28-37
摘要

The threshold accepting (TA) algorithm, a stochastic heuristic technique, has been proposed as an effective method for constructing uniform designs (UDs). However, some flaws of this algorithm have been detected recently, especially when optimizing designs with large sizes. This paper proposes an adjusted TA algorithm that can overcome the defects of traditional TA. This new algorithm successfully updated the website UD tables by designs with better uniformity. Furthermore, the adjusted TA helps us to obtain a new UD with 27 runs and 13 factors each having 3 levels under the mixture L-discrepancy. This UD is a minimum aberration design.

关键词Level permutation Minimum aberration Mixture L2-discrepancy Threshold accepting algorithm Uniform design
DOI10.1016/j.jco.2017.05.002
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收录类别SCIE
语种英语English
WOS研究方向Computer Science ; Mathematics
WOS类目Computer Science, Theory & Methods ; Mathematics, Applied ; Mathematics
WOS记录号WOS:000413057800002
Scopus入藏号2-s2.0-85021120477
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被引频次:35[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/1349
专题理工科技学院
通讯作者Fang, Kaitai
作者单位
1.Division of Science and Technology, BNU-HKBU United International College, Zhuhai, 519085,China
2.The key Lab of Random Complex Structures and Data Analysis, The Chinese Academy of Sciences, Beijing, China
3.Department of Mathematics, Southern University of Science and Technology, Shenzhen, 518055, China
4.Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, 44519, Egypt
第一作者单位北师香港浸会大学
通讯作者单位北师香港浸会大学
推荐引用方式
GB/T 7714
Fang, Kaitai,Ke, Xiao,Elsawah, A. M. Construction of uniform designs via an adjusted threshold accepting algorithm[J]. Journal of Complexity, 2017, 43: 28-37.
APA Fang, Kaitai, Ke, Xiao, & Elsawah, A. M. (2017). Construction of uniform designs via an adjusted threshold accepting algorithm. Journal of Complexity, 43, 28-37.
MLA Fang, Kaitai,et al."Construction of uniform designs via an adjusted threshold accepting algorithm". Journal of Complexity 43(2017): 28-37.
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