Interleaved lattice-based maximin distance designs

2018/07/06 by Xu He, He, Xu · 1 citation
Computer Science · Decision Sciences · Engineering · #62K99 #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Methodology (stat.ME) #Optimal Experimental Design Methods #Topology Optimization in Engineering

paper · pdf · doi:10.48550/arxiv.1807.02289

openalex publication_date 2018/07/06 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We propose a new method to construct maximin distance designs with arbitrary number 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 priori guess on the variable importance is available.

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