交错格点最小最大距离设计

Interleaved lattice-based minimax distance designs

Biometrika · 2017
被引 12
ABS 4

中文导读

提出一种构建最小最大距离设计的新方法,利用交错格点结构解决计算难题,数值结果表明该方法对中等或大样本是最优的。

Abstract

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.

计算机实验实验设计数学优化统计学