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Gaussian process IMSE optimal designs are alternatives to the Latin Hypercube design. You can compare the IMSE optimal design to the Latin Hypercube (shown previously in Figure 21.20). The table and overlay plot in Figure 21.22 show a Gaussian IMSE optimal design. You can see that the design provides uniform coverage of the factor region.
Figure 21.22 Comparison of Two-factor Latin Hypercube and Gaussian IMSE Optimal Designs

Help created on 3/19/2020