正交性
多样性(控制论)
钥匙(锁)
计算机科学
领域(数学分析)
数学
数学优化
算法
理论计算机科学
数学分析
几何学
人工智能
计算机安全
作者
Kai‐Tai Fang,Dennis K.J. Lin,Peter Winker,Yong Zhang
出处
期刊:Technometrics
[Informa]
日期:2000-08-01
卷期号:42 (3): 237-237
被引量:128
摘要
Abstract A uniform design (UD) seeks design points that are uniformly scattered on the domain. It has been popular since 1980. A survey of UD is given in the first portion: The fundamental idea and construction method are presented and discussed and examples are given for illustration. It is shown that UD's have many desirable properties for a wide variety of applications. Furthermore, we use the global optimization algorithm, threshold accepting, to generate UD's with low discrepancy. The relationship between uniformity and orthogonality is investigated. It turns out that most UD's obtained here are indeed orthogonal. KEY WORDS: Computer experimentDiscrepancyOrthogonal designThreshold accepting
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