IDEAS: a parameter identification toolbox with symbolic analysis of uncertainty and its application to biological modelling
2009
Munoz Tamayo, Rafael | Laroche, Béatrice | Leclerc, Marion | Walter, Eric
IDEAS (Identification and Analysis of Sensitivity) is a Matlab toolbox that automatically estimates parameters of ODE models and assesses their uncertainty, via a symbolic computation of the sensitivity functions. The use of the toolbox is illustrated on a reallife biological model, in the field of microbiology. IDEAS helped improving the model structure, by revealing a lack of practical identifiability that may have not been noticed otherwise.
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书目信息
其它主题
Symbolic differentiation; Estimation des paramètres; Sensitivity functions; Fonctions de sensibilité; Différenciation symbolique; Incertainy; Parameter estimation; Sofware; Téléchargements
语言
英语
类型
Comm
来源
15. IFAC Symposium on System Identication (SYSID 2009)
2021-03-15
AGRIS AP
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