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On algorithmic construction of maximin distance designs

文献类型：期刊论文

作者Mu, Weiyan1; Xiong, Shifeng2
刊名COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
出版日期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
DOI10.1080/03610918.2016.1259478
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
WOS记录号WOS:000422900600028
出版者TAYLOR & FRANCIS INC
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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