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Status已发表Published
TitleA case study in the application of supersaturated designs to computer experiments
Creator
Date Issued2006
Source PublicationActa Mathematica Scientia
ISSN0252-9602
Volume26Issue: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.

Keywordcomputer experiment quadratic regression model Supersaturated design uniform design
DOI10.1016/S0252-9602(06)60085-4
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaMathematics
WOS SubjectMathematics
WOS IDWOS:000241746500003
Scopus ID2-s2.0-33750627507
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/2417
CollectionResearch outside affiliated institution
Corresponding AuthorLiu, 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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