Interleaved lattice-based maximin distance designs

doi:10.1093/biomet/asy069

CSpace > 应用数学研究所

	Interleaved lattice-based maximin distance designs
	He, Xu
	2019-06-01
发表期刊	BIOMETRIKA
ISSN	0006-3444
卷号	106 期号:2 页码:453-464
摘要	We propose a new method to construct maximin distance designs with arbitrary numbers of dimensions and points. The proposed designs hold interleaved-layer structures and are by far the best maximin distance designs in four or more dimensions. Applicable to distance measures with equal or unequal weights, our method is useful for emulating computer experiments when a relatively accurate a priori guess on variable importance is available.
关键词	Densest packing Gaussian process model Separation distance Space-filling design
DOI	10.1093/biomet/asy069
收录类别	SCI
语种	英语
资助项目	Chinese Ministry of Science and Technology ; Special National Key Research and Development Plan ; National Natural Science Foundation of China ; National Center for Mathematics and Interdisciplinary Sciences
WOS研究方向	Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics
WOS类目	Biology ; Mathematical & Computational Biology ; Statistics & Probability
WOS记录号	WOS:000493046200013
出版者	OXFORD UNIV PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/50607
专题	应用数学研究所
通讯作者	He, Xu
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Zhongguancun East Rd 55, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	He, Xu. Interleaved lattice-based maximin distance designs[J]. BIOMETRIKA,2019,106(2):453-464.
APA	He, Xu.(2019).Interleaved lattice-based maximin distance designs.BIOMETRIKA,106(2),453-464.
MLA	He, Xu."Interleaved lattice-based maximin distance designs".BIOMETRIKA 106.2(2019):453-464.