Construction of Flexible Maximin Latin Hypercube Designs Based on Good Lattice Point Sets

Yongkai Zhu
MS, 2019
Xu, Hongquan
Maximin distance Latin hypercube designs are becoming increasingly prevalent in computer experiments. As addressed by Wang,Xiao and Xu (2018), $p \times (p-1)$ optimal designs, \ or asymptotically optimal designs based on good lattice point sets have been successfully constructed using Williams transformation; in this paper, we would like to further this idea for more general, or more flexible, designs, such as $N \times \frac{(N-1)}{2}$ for N equal to primes, prime multiples and prime powers, and implement a similar construction algorithm to build optimal or asymptotically optimal designs of such dimension.
2019