Theorems and examples on high dimensional model representation

被引：352

作者：

Sobol, IM ^{[1
]}

机构：

[1] Russian Acad Sci, Inst Math Modelling, Moscow 125047, Russia

来源：

RELIABILITY ENGINEERING & SYSTEM SAFETY | 2003年 / 79卷 / 02期

关键词：

analysis of variances; high dimensional model representation; global sensitivity indices;

D O I：

10.1016/S0951-8320(02)00229-6

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Mathematical models described by multivariable functions f(x) where x = (x(1),...,x(n)) are investigated. If the model output is influenced mainly by low order combinations of input variables x(1),...,x(n), an attempt can be made to construct a low order approximation to the model using values of f(x) only. (C) 2002 Elsevier Science Ltd. All rights reserved.

引用

页码：187 / 193

页数：7

共 9 条

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