IDEAS: a parameter identification toolbox with symbolic analysis of uncertainty and its application to biological modelling

Munoz Tamayo, Rafael; Laroche, Béatrice; Leclerc, Marion; Walter, Eric

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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AGROVOC Keywords

biologie

Bibliographic information

Other Subjects

Sofware; Symbolic differentiation; Fonctions de sensibilité; Incertainy; Parameter estimation; Différenciation symbolique; Estimation des paramètres; Téléchargements; Sensitivity functions

Language

English

Type

Comm

Source

15. IFAC Symposium on System Identication (SYSID 2009)

In AGRIS since: 2021-03-15

Format: AGRIS AP

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