Computer-Generated Minimal (and Larger) Response-Surface Designs: (II) The Cube
Computer-Generated Minimal (and Larger) Response-Surface Designs: (II) The Cube
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计算机生成的最小（和更大）响应面设计：(II) 立方体
DOI：
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发表时间：
1991
期刊：
影响因子：
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通讯作者：
N. Sloane
中科院分区：
文献类型：
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作者：
R. H. Hardin;N. Sloane
描述了立方体中计算机生成的设计，其具有完整二次响应曲面设计的最小（或更多）运行次数。 2 因素设计示例包括 6 至 20 次试验、3 因素设计 10 至 20 次试验、4 因素设计 15 至 20 次试验、5 因素设计 21 至 25 次试验、6 因素设计 28 至 31 次试验以及 7 因素设计 36 和 39 次试验。这些设计是通过最小化平均预测方差来构建的，并且不对点的位置施加任何先前的约束（例如中心复合结构）。
Computer-generated designs in the cube are described which have the minimal (or larger) number of runs for a full quadratic response-surface design. Examples of 2-factor designs are included with 6 to 20 runs, 3-factor designs with 10 to 20 runs, 4-factor designs with 15 to 20 runs, 5-factor designs with 21 to 25 runs, 6-factor designs with 28 to 31 runs, and 7-factor designs with 36 and 39 runs. The designs were constructed by minimizing the average prediction variance, and without imposing any prior constraints – such as a central composite structure – on the locations of the points.