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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
ISSN/eISSN0252-9602
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
DOI10.1016/S0252-9602(06)60085-4
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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
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
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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