STK_EXAMPLE_DOE02 "Sequential Maximin" design
In this example, a two-dimensional space-filling design is progressively
enriched with new points using a "sequential maximin" approach. More
precisely, the k-th point X(k, :) is selected to maximize the distance to the
set of all previously selected points X(1, :), X(2, :), ..., X(k-1, :).
NOTES:
* The resulting design is NOT optimal with respect to the maximin criterion
(separation distance).
* This procedure is not truly a *sequential* design procedure, since the
choice of the k-th point X(k, :) does NOT depend on the response at the
previously selected locations X(i, :), i < k.
REFERENCE
[1] Emmanuel Vazquez and Julien Bect, "Sequential search based on kriging:
convergence analysis of some algorithms", In: ISI - 58th World
Statistics Congress of the International Statistical Institute (ISI'11),
Dublin, Ireland, August 21-26, 2011.