Global sensitivity analysis of nonlinear mathematical models - An implementation of two complementing variance-based algorithms

A new approach for a global sensitivity analysis of nonlinear mathematical models is presented using the information provided by two complementing variance-based methods. As a first step, the model is evaluated applying a shared sampling strategy for both methods based on Sobol's quasi-random s...

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Vydané v:	Proceedings of the 2012 Winter Simulation Conference (WSC) s. 1 - 12
Hlavní autori:	Henkel, T., Wilson, H., Krug, W.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.12.2012
Predmet:	Analytical models Computational modeling Indexes Mathematical model Sensitivity analysis Uncertainty
ISBN:	1467347795, 9781467347792
ISSN:	0891-7736
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