Status | 已发表Published |
Title | A case study in the application of supersaturated designs to computer experiments |
Creator | |
Date Issued | 2006 |
Source Publication | Acta Mathematica Scientia
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ISSN | 0252-9602 |
Volume | 26Issue:4Pages:595-602 |
Abstract | 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. |
Keyword | computer experiment quadratic regression model Supersaturated design uniform design |
DOI | 10.1016/S0252-9602(06)60085-4 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Mathematics |
WOS Subject | Mathematics |
WOS ID | WOS:000241746500003 |
Scopus ID | 2-s2.0-33750627507 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/2417 |
Collection | Research outside affiliated institution |
Corresponding Author | Liu, Min-Qian |
Affiliation | 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 |
Recommended Citation 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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