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{{Multiple issues|original research =September 2007|refimprove =July 2007}}
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'''High-dimensional model representation''' is a [[Wikt:finite|finite]] [[Expansion (geometry)|expansion]] for a given ''multivariable'' [[Function (mathematics)|function]]. The expansion is first described by Sobol as
 
: <math>f(\mathbf{x}) = f_0+
\sum_{i=1}^nf_i(x_i)+
\sum_{i,j=1 \atop i<j}^n
f_{ij}(x_{j},x_{j})+ \cdots +
f_{12\ldots n}(x_1,\ldots,x_n).</math>
 
The method, used to determine the right hand side functions, is given in Sobol's paper.<ref name="sobol" /> A review can be found here: [http://www.ima.umn.edu/reactive/abstract/li1.html High Dimensional Model Representation (HDMR): Concepts and Applications].
 
==See also==
*[[Volterra series]]
 
==References==
<references>
<ref name="sobol">{{citation
| last = Sobol' | first = I. M.
| issue = 4
| journal = Mathematical Modeling and Computational Experiment
| mr = 1335161
| pages = 407–414 (1995)
| title = Sensitivity estimates for nonlinear mathematical models
| volume = 1
| year = 1993}}.</ref>
</references>
 
{{DEFAULTSORT:High-Dimensional Model Representation}}
[[Category:Functions and mappings]]
 
 
{{mathanalysis-stub}}

Latest revision as of 04:15, 22 October 2014

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