关于计算机试验的设计理论和数据分析

DESIGN THEORY AND DATA ANALYSIS OF COMPUTER EXPERIMENTS

  • 摘要: 近些年来,计算机试验的设计和分析作为试验设计的一个新的研究方向,被广泛地展开讨论,出现大量的文章。本文介绍近几年来这个方向的研究动态,包括问题提出,建模和预测,最优设计准则,设计和抽样方法,参数估计和算法,Bayes方法,Maximin和 Minimax。距离设计以及其他问题,也包括本文作者的若干结果。

     

    Abstract: In recent years, a great amount of papers on design and analysis of computer experiments sprang up, eo that a new research subject, computer experiments, has been formed in experimental design. We devote this paper to introducing the new developments on this subject, including formulation of the problem, modeling and prediction, criteria of optimal design, methods of design and sampling, parameter estimate and related algorithm, Bayeg methods, maximin and minimax distance designs and so on. Also it contains some recent results obtained by the authors of the paper.

     

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