Current focuses
PDE-Constrained Optimization, Multi-Disciplinary Optimization (MDO), with particular emphasis on CFD
coupled with other disciplines :
- Hierarchical methods in optimization:
multi-level parametric shape or algebraic optimization.
Illustration (from presentation to the Evaluation Committee, 2004):
Main publications
- Competition in multi-objective optimization:
Nash Games with adaptive territory splitting.
Main publications [AIAA_2013]
- Cooperation in multi-objective optimization:
Multiple-Gradient Descent Algorithms (MGDA)
and technological demonstrations (conducted at INRIA and ONERA).
Main publications
- Prioritized multi-objective optimization by Nash games:
Direct and adaptive approaches to multi-objective optimization.
[Research Report] RR-9291, Inria - Sophia Antipolis. 2019.
Here
Platform for prioritized multi-objective optimization by metamodel-assisted Nash games.
[Research Report] RR-9290, Inria Sophia Antipolis. 2019.
Here
Detailed presentation
Main talks
My favorite topics are Hierarachical Optimization by Multi-Level Nested Parameterizations, Competition organized through Nash Games and Territory Splitting, and
Cooperation in Multi-Objective Differentiable Optimization :
- Multi-Level Optimization :
Hierarchical Methods for Shape Optimization in Aerodynamics
I: multilevel parametric ; II: multilevel preconditioners.
Talk given in: Introduction to Optimization and Multidisciplinary Design
Applications to Aeronautics and Turbomachinery,
Von Karman Institute, March 6-10, 2006.
(pdf)
- Nash Games :
Hierarchical Shape Optimization :
Cooperation and Competition in
Multi-Disciplinary Approaches.
Invited plenary talk given at: 24th IFIP TC 7 Conference on System Modelling and
Optimization, Buenos Aires (Argentina), 27-31 July 2009.
(pdf)
- MGDA :
Multiple Gradient Descent Algorithm (MGDA)
for Pareto-Front Identification -
Application to Robust Design.
Invited talk at: PDE-Constrained Optimization under Uncertainties,
Mathematik Forshungsinstitut Oberwolfach, Germany, January 27-February 2, 2013.
(pdf)
- Journées Scientifiques Inria 2017 :
50 ans de calcul scientifique: le point de vue d'un numéricien des fluides (JAD, A. Dervieux),
Sophia Antipolis, 14-16 Juin, 2017. (pdf)
(This talk contains animations. To watch the animations properly,
download the pdf file and visualize it with Acrobat Reader).
- French-German-Swiss Conference on Optimization (FGS 2019, Nice, France):
Prioritized optimization by Nash games : towards an adaptive multi-objective strategy -
Application to a problem of flight mechanics
pdf
And also :
- Collège de Polytechnique :
Analyse des erreurs d’approximation dans les problèmes classiques d’EDP pour la Mécanique des milieux continus
(Analysis of approximation errors in classical PDE problems arising in Mechanics of Contiuous Media)
(pdf)
- Avignon, Hyères, Lycée International de Valbonne :
Modélisation et simulation : lorsque l’ingénierie devient numérique
(Models and simulation : when engineering becomes numerics)
(pdf)
INRIA Sophia Antipolis-Méditerranée Centre, 2004 Route des Lucioles, 06902 Sophia Antipolis (FRANCE) -
Tel : (+33) 4 92 38 77 93 - Fax : (+33) 4 92 38 79 80
Jean-Antoine.Desideri(at)inria.fr