IDEAS: a parameter identification toolbox with symbolic analysis of uncertainty and its application to biological modelling - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2009

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

Résumé

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.
Fichier non déposé

Dates et versions

hal-01204242 , version 1 (23-09-2015)

Identifiants

Citer

Rafael Munoz Tamayo, Béatrice Laroche, Marion Leclerc, Eric Walter. IDEAS: a parameter identification toolbox with symbolic analysis of uncertainty and its application to biological modelling. 15. IFAC Symposium on System Identication (SYSID 2009), Jul 2009, Saint Malo, France. ⟨10.3182/20090706-3-FR-2004.00211⟩. ⟨hal-01204242⟩
190 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More