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Global and local sensitivity analysis methods for a physical system

Published 5 October 2011 2011 IOP Publishing Ltd
, , Citation Jérôme Morio 2011 Eur. J. Phys. 32 1577 DOI 10.1088/0143-0807/32/6/011

0143-0807/32/6/1577

Abstract

Sensitivity analysis is the study of how the different input variations of a mathematical model influence the variability of its output. In this paper, we review the principle of global and local sensitivity analyses of a complex black-box system. A simulated case of application is given at the end of this paper to compare both approaches.

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10.1088/0143-0807/32/6/011