Articles

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

  • Liu Minqian ,
  • Fang Kaitai
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  • Department of Statistics, School of Mathematical Sciences and LPMC, Nankai University, Tianjin 300071, China

Received date: 2004-02-04

  Revised date: 2005-08-29

  Online published: 2006-10-20

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.

Cite this article

Liu Minqian , Fang Kaitai . A CASE STUDY IN THE APPLICATION OF SUPERSATURATED DESIGNS TO COMPUTER EXPERIMENTS[J]. Acta mathematica scientia, Series B, 2006 , 26(4) : 595 -602 . DOI: 10.1016/S0252-9602(06)60085-4

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