OPTIMIZATION AND UNCERTAINTY
QUANTIFICATION
OF 1D ARTERIAL MODELS
CIMPA school, Mauritius, December 2016
Laurent Dumas
Université Versailles Saint Quentin en
Yvelines
The slides of the talk :
Références:
"Cardiovascular
Mathematics Modeling and simulation of the circulatory system", {\it
Editors: Formaggia, Luca, Quarteroni, Alfio, Veneziani, Alessandro, Springer},
2009.
Phd (in french)
of Tamara El Bouti : Optimisation
robuste et application à la reconstruction du réseau artériel humain
"A robust and
subject-specific hemodynamic model of the lower limb based on non invasive
arterial measurements" (with T. El Bouti, D. Lucor), {\it Journal of
Biomechanical and Engineering}, 139(1), 2016.
Scilab codes:
Direct
problem (1 healthy artery)
: CIMPA-healthy-1artery.sci
Direct
problem (1 pathological artery)
: CIMPA-pathological-1artery.sci
A Nelder
Mead algorithm : CIMPA-NelderMead.sci
A Genetic
Algorithm : CIMPA-GA.sci
An
evolution strategy : CIMPA-ES.sci
A PSO
algorithm : CIMPA-PSO.sci