Status | 已发表Published |
Title | Construction of uniform designs via an adjusted threshold accepting algorithm |
Creator | |
Date Issued | 2017-12-01 |
Source Publication | Journal of Complexity
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ISSN | 0885-064X |
Volume | 43Pages:28-37 |
Abstract | 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. |
Keyword | Level permutation Minimum aberration Mixture L2-discrepancy Threshold accepting algorithm Uniform design |
DOI | 10.1016/j.jco.2017.05.002 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer Science ; Mathematics |
WOS Subject | Computer Science, Theory & Methods ; Mathematics, Applied ; Mathematics |
WOS ID | WOS:000413057800002 |
Scopus ID | 2-s2.0-85021120477 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/1349 |
Collection | Faculty of Science and Technology |
Corresponding Author | Fang, Kaitai |
Affiliation | 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 |
First Author Affilication | Beijing Normal-Hong Kong Baptist University |
Corresponding Author Affilication | Beijing Normal-Hong Kong Baptist University |
Recommended Citation 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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