The designs for computer experiments attract more and more attention, and the nested Latin hypercube designs play significant roles in computer experiments, for they mainly deal with the experiments which have high-accuracy and lowaccuracy parts. However, most nested Latin hypercube designs have the restriction that the run sizes of lowaccuracy experiments should be the multiple of highaccuracy experiments. A general multi-layer nested Latin hypercube design which has flexible run sizes for different accuracy experiments was proposed by improving the traditional construction method. This design method can achieve the desirable one-dimensional uniformity. Numerical simulations show that this method perform well on the sampling variance.
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徐琎,段晓君,王正明,等.灵活的多层嵌套拉丁超立方体设计构造. A new construction for flexible multi-layer nested Latin hypercube designs[J].国防科技大学学报,2019,41(3):174-178.