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
刊名	COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
	2017
卷号	46 期号:10 页码:7972-7985
关键词	Computer experiment Global optimization Nested design Projectional property Quasi-Monte Carlo Sliced design Space-filling design
ISSN号	0361-0918
DOI	10.1080/03610918.2016.1259478
英文摘要	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.
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
语种	英语
出版者	TAYLOR & FRANCIS INC
WOS记录号	WOS:000422900600028
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/29331]
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.