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題名 | 均勻設計在電腦仿真試驗中的應用=Applications of Uniform Design to Computer Experiments |
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作者 | 何偉文; 許志強; | 書刊名 | 中國統計學報 |
卷期 | 38:4 2000.12[民89.12] |
頁次 | 頁395-410 |
分類號 | 319.9 |
關鍵詞 | 均勻設計; 拉丁超立體抽樣; 電腦仿真試驗; B樣條函數; B-spline function; Computer experiments; Latin hypercube sampling; Uniform design; |
語文 | 中文(Chinese) |
中文摘要 | 本文通過一個水流的案倒研究,討論均勻設計在電腦份真試驗中的應用。在建模方法土,我們採用了二次迴歸模型和B樣條函數模型,並典文獻的一些設計和建模方法作了比較。該案倒研究表明,均勻設計及其建模方法是十分有效的,不僅可用於電腦仿真試驗,而且可以用於工業試驗。 |
英文摘要 | In this paper, the application of uniform design on computer experiments is discussed through an example of flow rate problem. The quadratic regression model and B-Spline model are used for the mathematical modelling. At last, we compare our design and model construction method with those available in the literature. The example shows that uniform design and related modeling method is very effective. It is not only useful in industrial experiment but also ín computer experiment. |
本系統之摘要資訊系依該期刊論文摘要之資訊為主。