Two-dimensional minimax Latin hypercube designs |
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Authors: | Edwin R. van Dam |
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Affiliation: | Tilburg University, Department of Econometrics and O.R., PO Box 90153, 5000 LE Tilburg, The Netherlands |
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Abstract: | We investigate minimax Latin hypercube designs in two dimensions for several distance measures. For the ?∞-distance we are able to construct minimax Latin hypercube designs of n points, and to determine the minimal covering radius, for all n. For the ?1-distance we have a lower bound for the covering radius, and a construction of minimax Latin hypercube designs for (infinitely) many values of n. We conjecture that the obtained lower bound is attained, except for a few small (known) values of n. For the ?2-distance we have generated minimax solutions up to n=27 by an exhaustive search method. The latter Latin hypercube designs are included in the website www.spacefillingdesigns.nl. |
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Keywords: | Minimax designs Latin hypercube designs Circle coverings |
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