Uniform designs (UDs) have been widely used in various fields. Traditionall
y they were generated by so-called good lattice point (glp) sets. In this p
aper, we propose a new approach based on cyclic Latin squares (CLS). The UD
s generated have much smaller discrepancies than those proposed by Wang and
Fang (1981). A threshold accepting algorithm is employed for finding the C
LS with smallest L-2-discrepancy.