发表状态 | 已发表Published |
题名 | A case study in the application of supersaturated designs to computer experiments |
作者 | |
发表日期 | 2006 |
发表期刊 | Acta Mathematica Scientia
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ISSN/eISSN | 0252-9602 |
卷号 | 26期号:4页码:595-602 |
摘要 | Supersaturated design is essentially a fractional factorial design in which the number of potential effects is greater than the number of runs. In this article, the supersaturated design is applied to a computer experiment through an example of steady current circuit model problem. A uniform mixed-level supersaturated design and the centered quadratic regression model are used. This example shows that supersaturated design and quadratic regression modeling method are very effective for screening effects and building the predictor. They are not only useful in computer experiments but also in industrial and other scientific experiments. © 2006 Wuhan Institute of Physics and Mathematics. |
关键词 | computer experiment quadratic regression model Supersaturated design uniform design |
DOI | 10.1016/S0252-9602(06)60085-4 |
URL | 查看来源 |
收录类别 | SCIE |
语种 | 英语English |
WOS研究方向 | Mathematics |
WOS类目 | Mathematics |
WOS记录号 | WOS:000241746500003 |
Scopus入藏号 | 2-s2.0-33750627507 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/2417 |
专题 | 个人在本单位外知识产出 |
通讯作者 | Liu, Min-Qian |
作者单位 | 1.Department of Statistics, School of Mathematical Sciences, LPMC Nankai University, Tianjin, 300071, China 2.Department of Mathematics, Hong Kong Baptist University, Hong Kong, Hong Kong |
推荐引用方式 GB/T 7714 | Liu, Min-Qian,Fang, Kaitai. A case study in the application of supersaturated designs to computer experiments[J]. Acta Mathematica Scientia, 2006, 26(4): 595-602. |
APA | Liu, Min-Qian, & Fang, Kaitai. (2006). A case study in the application of supersaturated designs to computer experiments. Acta Mathematica Scientia, 26(4), 595-602. |
MLA | Liu, Min-Qian,et al."A case study in the application of supersaturated designs to computer experiments". Acta Mathematica Scientia 26.4(2006): 595-602. |
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