A CASE STUDY IN THE APPLICATION OF SUPERSATURATED DESIGNS TO COMPUTER EXPERIMENTS

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-l...

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Bibliographic Details
Published inActa Mathematica Scientia Vol. 26; no. 4; pp. 595 - 602
Main Author 刘民千 方开泰
Format Journal Article
LanguageEnglish
Published Department of Statistics, School of Mathematical Sciences and LPMC Nankai University, Tianjin 300071, China%Department of Mathematics, Hong Kong Baptist University, Hong Kong, China 01.10.2006
Subjects
二次消退模型
统一设计
计算机实验
过度饱和设计
quadratic regression model
uniform design
Supersaturated design
computer experiment
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ISSN0252-9602
1572-9087
1003-3998
DOI10.1016/S0252-9602(06)60085-4

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Summary: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.
Bibliography:O411
42-1227/O
Supersaturated design, computer experiment, uniform design, quadratic regression model
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SourceType-Scholarly Journals-1
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ISSN:0252-9602
1572-9087
1003-3998
DOI:10.1016/S0252-9602(06)60085-4