On algorithmic construction of maximin distance designs

doi:10.1080/03610918.2016.1259478

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	On algorithmic construction of maximin distance designs
	Mu, Weiyan 1; Xiong, Shifeng2
	2017
发表期刊	COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
ISSN	0361-0918
卷号	46 期号:10 页码:7972-7985
摘要	Maximin 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.
关键词	Computer experiment Global optimization Nested design Projectional property Quasi-Monte Carlo Sliced design Space-filling design
DOI	10.1080/03610918.2016.1259478
语种	英语
资助项目	Chinese 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研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000422900600028
出版者	TAYLOR & FRANCIS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/29332
专题	系统科学研究所
通讯作者	Xiong, Shifeng
作者单位	1.Beijing Univ Civil Engn & Architecture, Sch Sci, Beijing, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 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.