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 :

CIMPA-LD.pdf

 

 
Références
:

The CMAES page on Wikipedia

"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