Techniques de calcul de gradient aéro-structure haute-fidélité pour l'optimisation de voilure flexibles, 2017. ,
Reliability-based design optimization of aeroelastic structures. Structural and Multidisciplinary Optimization, vol.27, pp.228-242, 2004. ,
Optimisation sous contrainte en probabilité, 2004. ,
Estimation of small probabilities in high dimension by subset simulation, Probabilistic Engineering Mechanics, vol.16, pp.263-277, 2001. ,
Theory of hypervolume indicator : Optimal µ-distributions and the choice of the reference point, Proceedings of the Tenth ACM SIGEVO Workshop Foundations of Genetic Algorithms, pp.87-102, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00430540
Decision-making in fuzzy environment, Management Science, vol.17, pp.141-161, 1970. ,
Numerical Optimization Numerical Optimization, Theoretical and Practical Aspects, 2006. ,
Stochastic optimization over a pareto set associated with stochastic multiobjective optimization problem, Journal of Optimization Theory and Applications, vol.162, issue.2, pp.405-427, 2014. ,
Une méthode numérique adaptée au calcul probabiliste des structures, Journal de Mécanique Théorique et Appliquée, vol.5, issue.5, 1986. ,
Multidisciplinary Design Optimization in Computational Mechanics, 2010. ,
Approximating subdifferentials by random sampling of gradients, Mathematics of Operations Research, vol.27, issue.3, pp.567-584, 2002. ,
,
Stochastic approach versus multiobjective approach for obtaining efficient solutions in stochastic multiojective programming problems, European Journal of Operational Research, vol.158, pp.633-648, 2004. ,
Optimization and Nonsmooth Analysis, Society for Industrial and Applied Mathematics, 1990. ,
Optimisation multidisciplinaire en mécanique 1 : démarche de conception, stratégie collaboratives et concourantes, multiniveaux de modèles et de paramètres, 2009. ,
Optimisation multiobjectif. Editions Eyrolles, 2011. ,
Direct multisearch for multiobjective optimization, SIAM Journal on Optimization, vol.21, issue.3, pp.1109-1140, 2011. ,
Linear programming under uncertainty, Management Science, vol.1, pp.197-206, 1955. ,
Searching for robust pareto-optimal solutions in multi-objective optimization, Coello Coello, vol.3410, pp.150-164, 2005. ,
A fast and elitist multiobjective genetic algorithm : Nsga-ii, IEEE Transactions on Evolutionary Computation, vol.6, issue.2, pp.182-197, 2002. ,
Multiple-Gradient Descent Algorithm (MGDA), 2009. ,
Quasi-riemannian multiple gradient descent algorithm for constrained multiobjective differential optimization, 2018. ,
Parametric optimisation of pulsating jets in unsteady flow by multiple gradient descent algorithm (mgda), 2017. ,
Multiobjective design optimization using nash games, éditeurs : Computational intelligence in Aerospace Science, Progress in Astronautics and Aeronautics, chapitre 16, 2014. ,
Evolutionary robust optimization in production planning interactions between number of objectives, sample size and choice of robustness measure, Computers & Operations Research, vol.79, pp.266-278, 2017. ,
Stochastic gradient methods for optimizing investments in electric power system studies, 1981. ,
Benchmarking optimization software with performance profiles, Mathematical Programming, vol.91, issue.2, pp.201-213, 2002. ,
Reliability-based design optimization using kriging surrogates and subset simulation. Structural and Multidisciplinary Optimization, vol.44, pp.673-690, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00587311
, Probability Theory and Examples. Cambridge Series in Statistical and Probabilistic Mathematics, 2010.
On stochastic approximation, Proceeding of the Third Berkeley Symposium on Mathematical Statistics and Probability, vol.1, pp.39-55, 1956. ,
Multicriteria optimization, 2006. ,
Stochastic quasigradient methods and their application to systems optimization, Stochastics, vol.9, pp.1-36, 1983. ,
Numerical Technics for Stochastic Optimization, 1988. ,
Geometric Measure Theory, 1996. ,
Robust multiobjective optimization & applications in portfolio optimization, European Journal of Operational Research, vol.234, pp.422-433, 2014. ,
Stochastic multiobjective optimization : Sample average approximations and applications, Journal of Optimization Theory and Applications, vol.151, issue.1, pp.135-162, 2011. ,
Recent advances in robust optimization : An overview, European Journal of Operational Research, vol.235, pp.471-483, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01495346
, Cellular Solids : Structure and Properties, 1999.
A review of multiobjective test problems and a scalable problem toolkit, IEEE Transactions on Evolutionary Computation, vol.10, pp.477-506, 2006. ,
Dynamic weighted aggregation for evolutionary multiobjective optimization : Why does it work and how ?, Proceedings of the Genetic and Evolutionary Computation Conference, pp.1042-1049, 2001. ,
Acclerating stochastic gradient descent using predective variance reduction, NIPS'13 Proceedings of the 26th International Conference on Neural Information Processing Systems, vol.1, pp.315-323, 2013. ,
Robust economic optimization of process design under uncertainty. Engineering Optimization, vol.36, pp.51-75, 2004. ,
A unified approach to uncertain optimization, European Journal of Operational Research, vol.260, pp.805-819, 2017. ,
The pareto evolution strategy : A new baseline algorithme for pareto multiobjective optimization, Piscataway, N., éditeur : Congres on Evolutionary Computation (CEC99), vol.1, pp.98-105, 1999. ,
Development of a multidisciplinary multiresponse robust design optimization model. Engineering Optimization, vol.40, pp.805-819, 2008. ,
A stochastic gradient method with exponential convergence rate for strongly-convex optimization with finite training sets, Advances in Neural Information Processing Systems, 2012. ,
Conception architecturale appliquée aux matériaux sandwichs pour propriétés multifonctionnelles, p.2, 2013. ,
An empirical analysis of scenario generation methods for stochastic optimization, European Journal of Operational Research, vol.255, pp.121-132, 2016. ,
Optimization in Science and Engineering, chapitre On Nonsmooth Optimality Conditions with Generalized Convexities, pp.333-357, 2014. ,
On generalized pseudo and quasi-convexities for nonsmooth functions, vol.989, 2010. ,
Multiobjective proximal bundle method for nonsmooth optimization. Rapport technique No 1120, 2014. ,
Pareto frontier based concept selection under uncertainty, with visualization, Optimization and Engineering, vol.6, pp.85-115, 2005. ,
Smgda : an uncertainty based multiobjective optimization approach. illustration to an airplane composite material, Procedia Engineering, vol.199, pp.1199-1203, 2017. ,
Nonconvex multiobjective design optimization under uncertainty : a descent algorithm. application to sandwich plate design and reliability. Engineering Optimization, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01870135
A stochastic multiple gradient descent algorithm, European Journal of Operational Research, vol.271, issue.3, pp.808-817, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01833165
Nonlinear Multiobjective Optimization, 1999. ,
Reliability-based design optimization of nonlinear aeroelasticity problems, Journal of Aircraft, vol.47, issue.3, pp.992-998, 2010. ,
Quantile-based optimization under uncertainties using adaptative kriging surrogate models. Structural and Multidisciplinary Optimization, vol.54, pp.1403-1421, 2016. ,
Scenario approximation of chance constraints, Probabilistic and Randomized Methods for Design under Uncertainty, 2006. ,
Martingales à temps discret, 1972. ,
Reliability-based aeroelastic optimization of a composite aircraft wing via fluid-structure interaction of high fidelity solvers, IOP Conf Series : Materials Science and Engineering, vol.10, 2010. ,
Uncertainty-based multidisciplinary design optimization. a descent algorithm, Proceedings of the joint ICVRAM ISUMA UNCERTAINTIES conference, 2018. ,
Descent algorithm for nonsmooth stochastic multiobjective optimization, Computational Optimization and Applications, vol.68, issue.2, pp.317-331, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01660788
Descent methods for design optimization under uncertainty, Aerospacelab Journal, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01938525
Multiobjective design optimization by an evolutionary algorithm. Engineering Optimization, vol.33, pp.399-424, 2007. ,
Performance metrics in multiobjective optimization, Latin American Computing Conference (CLEI), 2015. ,
A stochastic approximation method. The annals of mathematical statistics, pp.400-407, 1951. ,
Recent advances in engineering design optimization : challenge and future trends, Manufactering Technology, vol.57, pp.697-715, 2008. ,
Optimization under uncertainty : state-of-the-art and opportunities, Computers and Chemical Engineering, vol.28, issue.6-7, pp.971-983, 2004. ,
Structural reliability analysis for p-boxes using multi-level meta-models, Probabilistic Engineering Mechanics, vol.48, pp.27-38, 2017. ,
Stochastic dual coordinate ascent methods for regularized loss, The Journal of Machine Learning Research, vol.14, issue.1, pp.567-599, 2013. ,
Monte carlo sampling methods, Stochastic Programming, vol.10, pp.353-425, 2003. ,
Crashworthiness design of vehicule by using multiobjective robust optimization. Structural and Multidisciplinary Optimization, vol.44, pp.99-110, 2011. ,
Multi-objective and multi-case reliability-based design optimization for tailor rolled blank (trb) structures. Structural and Multidisciplinary Optimization, vol.55, pp.1899-1916, 2017. ,
Uncertain multiobjective traveling salesman problem, European Journal of Operational Research, vol.241, pp.478-489, 2015. ,
Algorithme à gradients multiples pour l'optimisation multiobjectif en simulation de haute fidélité : application à l'aérodynamique compressible. Theses, 2013. ,
Comparison of multiobjective evolutionary algorithms : Empirical results, Evolutionary Computation, vol.8, pp.173-195, 2000. ,
Multiobjective evolutionary algorithms : a comparative case study and the strength pareto approach, Evolutionary Computation, vol.3, issue.4, pp.257-271, 1999. ,