计算机模拟试验的设计与建模有许多方法,本文选择了四种不同类型的真模型,用四种试验设计方法,考虑了大小不同的试验方案,并选用了四种建模方法进行比较,给出一些经验性结论,相信这些结论在计算机试验中是有参考价值的。
There are many methods in design and modeling for computer experiments. For comparing different designs and modeling techniques we choose four true models in this paper that have been used in the literature. Four types of design with four different sizes and four modeling techniques are employed in our comparisons. Based on the comparison, some empirical conclusions are given, We believe that these comparisons can provide reference value in the uses of computer experiments.