FSSF - Generate Fully-Sequential Space-Filling Designs Inside a Unit
Hypercube
Provides three methods proposed by Shang and Apley (2019)
<doi:10.1080/00224065.2019.1705207> to generate
fully-sequential space-filling designs inside a unit hypercube.
A 'fully-sequential space-filling design' means a sequence of
nested designs (as the design size varies from one point up to
some maximum number of points) with the design points added one
at a time and such that the design at each size has good
space-filling properties. Two methods target the minimum
pairwise distance criterion and generate maximin designs, among
which one method is more efficient when design size is large.
One method targets the maximum hole size criterion and uses a
heuristic to generate what is closer to a minimax design.