Interleaved lattice-based minimax distance designs
成果类型：
Article
署名作者：
He, Xu
署名单位：
Chinese Academy of Sciences; Academy of Mathematics & System Sciences, CAS
刊物名称：
BIOMETRIKA
ISSN/ISSBN：
0006-3444
DOI：
10.1093/biomet/asx036
发表日期：
2017
页码：
713725
关键词：
摘要：
We propose a new method for constructing minimax distance designs, which are useful for computer experiments. To circumvent computational difficulties, we consider designs with an interleaved lattice structure, a newly defined class of lattice that has repeated or alternated layers based on any single dimension. Such designs have boundary adaptation and low-thickness properties. From our numerical results, the proposed designs are by far the best minimax distance designs for moderate or large samples.