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Interleaved lattice-based minimax distance designs
He, Xu
Source PublicationBIOMETRIKA
AbstractWe 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.
KeywordFill distance Gaussian process Resource allocation Sensor allocation Sphere packing Thickness Voronoi cell
Funding ProjectSpecial National Key Research and Development Plan ; National Natural Science Foundation of China ; Chinese Ministry of Science and Technology ; National Center for Mathematics and Interdisciplinary Sciences, Chinese Academy of Sciences
WOS Research AreaLife Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics
WOS SubjectBiology ; Mathematical & Computational Biology ; Statistics & Probability
WOS IDWOS:000409095800013
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Document Type期刊论文
Corresponding AuthorHe, Xu
AffiliationChinese Acad Sci, Acad Math & Syst Sci, Zhongguancun East Rd 55, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
He, Xu. Interleaved lattice-based minimax distance designs[J]. BIOMETRIKA,2017,104(3):713-725.
APA He, Xu.(2017).Interleaved lattice-based minimax distance designs.BIOMETRIKA,104(3),713-725.
MLA He, Xu."Interleaved lattice-based minimax distance designs".BIOMETRIKA 104.3(2017):713-725.
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