mMdist

<code>mMdist</code> computes the minimax distance of a deisng in a specified region. A large uniform sample 
from the specified region is needed to compute the minimax distance.

Methods to generate a design in the input space that sequentially fills the output space of a black-box function. The output space-filling designs are helpful in inverse design or feature-based modeling problems.
See Wang, Shangkun, Adam P. Generale, Surya R. Kalidindi, and V. Roshan Joseph. (2024), Sequential designs for filling output spaces, Technometrics, 66, 65–76. for details. This work is supported by U.S. National Foundation grant CMMI-1921646.

Shangkun Wang

OSFD

Output Space-Filling Design

Roshan Joseph

mMdist function

<dl><dt>X</dt>
<dd>a matrix specifying the design.</dd>
<dt>X_space</dt>
<dd>a large sample of uniform points in the space of interest.</dd></dl>

Arguments

Minimax distance — mMdist

<dl>

<dt>X</dt>
<dd>a matrix specifying the design.</dd>


<dt>X_space</dt>
<dd>a large sample of uniform points in the space of interest.</dd>

</dl>

mMdist: Minimax distance

Description

Usage

Value

Arguments

Details

References

Examples