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On algorithmic construction of maximin distance designs
Mu, Weiyan1; Xiong, Shifeng2
2017
Source PublicationCOMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
ISSN0361-0918
Volume46Issue:10Pages:7972-7985
AbstractMaximin distance designs are useful for conducting expensive computer experiments. In this article, we compare some global optimization algorithms for constructing such designs. We also introduce several related space-filling designs, including nested maximin distance designs, sliced maximin distance designs, and general maximin distance designs with better projection properties. These designs possess more flexible structures than their analogs in the literature. Examples of these designs constructed by the algorithms are presented.
KeywordComputer experiment Global optimization Nested design Projectional property Quasi-Monte Carlo Sliced design Space-filling design
DOI10.1080/03610918.2016.1259478
Language英语
Funding ProjectChinese Ministry of Science and Technology[2016YFF0203801] ; BUCEA[21082716014] ; BUCEA[00331616031] ; Science and Technology Plan Project of Beijing Municipal Education Commission[KM201410016003] ; National Natural Science Foundation of China[11471172] ; National Natural Science Foundation of China[11671386] ; National Natural Science Foundation of China[11601027] ; Key Laboratory of Systems and Control, Chinese Academy of Sciences
WOS Research AreaMathematics
WOS SubjectStatistics & Probability
WOS IDWOS:000422900600028
PublisherTAYLOR & FRANCIS INC
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/29332
Collection系统科学研究所
Affiliation1.Beijing Univ Civil Engn & Architecture, Sch Sci, Beijing, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Mu, Weiyan,Xiong, Shifeng. On algorithmic construction of maximin distance designs[J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION,2017,46(10):7972-7985.
APA Mu, Weiyan,&Xiong, Shifeng.(2017).On algorithmic construction of maximin distance designs.COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION,46(10),7972-7985.
MLA Mu, Weiyan,et al."On algorithmic construction of maximin distance designs".COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 46.10(2017):7972-7985.
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