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Finding a design scheme for expensive computer experiments in arbitrary design regions is often a difficult task. A well-known criterion that is often used for computer experiments is the minimal (Euclidean) distance between any pair of design sites, which should be maximal. In this article we describe methods to create such a constrained maximin simulation scheme. We give some numerical results for both theoretical and practical examples.
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