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Status已发表Published
TitleConstruction of uniform designs via an adjusted threshold accepting algorithm
Creator
Date Issued2017-12-01
Source PublicationJournal of Complexity
ISSN0885-064X
Volume43Pages: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.

KeywordLevel permutation Minimum aberration Mixture L2-discrepancy Threshold accepting algorithm Uniform design
DOI10.1016/j.jco.2017.05.002
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science ; Mathematics
WOS SubjectComputer Science, Theory & Methods ; Mathematics, Applied ; Mathematics
WOS IDWOS:000413057800002
Scopus ID2-s2.0-85021120477
Citation statistics
Cited Times:34[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/1349
CollectionFaculty of Science and Technology
Corresponding AuthorFang, 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 AffilicationBeijing Normal-Hong Kong Baptist University
Corresponding Author AffilicationBeijing 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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