Latin Hypercubes and Space-filling Designs

03/12/2022

∙

This chapter discusses a general design approach to planning computer experiments, which seeks design points that fill a bounded design region as uniformly as possible. Such designs are broadly referred to as space-filling designs.

READ FULL TEXT

Latin Hypercubes and Space-filling Designs

Space Filling Split Plot Design using Fast Flexible Filling

SF-SFD: Stochastic Optimization of Fourier Coefficients to Generate Space-Filling Designs

Sequential Designs for Filling Output Spaces

Space-filling design for nonlinear models

Space-Filling Designs for Robustness Experiments

A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms

Jittering and Clustering: Strategies for the Construction of Robust Designs

Latin Hypercubes and Space-filling Designs

Related Research

Space Filling Split Plot Design using Fast Flexible Filling

SF-SFD: Stochastic Optimization of Fourier Coefficients to Generate Space-Filling Designs

Sequential Designs for Filling Output Spaces

Space-filling design for nonlinear models

Space-Filling Designs for Robustness Experiments

A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms

Jittering and Clustering: Strategies for the Construction of Robust Designs