J. Frédéric Bonnans

Supélec — France

Computer Science · Physical Sciences

29h-index7.4kcitations242works0.02yr avg
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Research Topics

Optimization and Variational Analysis(74), Advanced Optimization Algorithms Research(64), Stochastic processes and financial applications(27), Nonlinear Partial Differential Equations(27), Advanced Numerical Methods in Computational Mathematics(24)

Publications242 total

Large-Scale Nonconvex Optimization: Randomization, Gap Estimation, and Numerical Resolution
SIAM Journal on Optimization·2023· 7 citedOpen Access
Error estimates of a theta-scheme for second-order mean field games
ESAIM. Mathematical modelling and numerical analysis·2023· 7 citedOpen Access
Well-posedness of the shooting algorithm for control-affine problems with a scalar state constraint
Computational and Applied Mathematics·2023Open Access
Decomposition of Convex High Dimensional Aggregative Stochastic Control Problems
Applied Mathematics & Optimization·2023· 1 citedOpen Access
Discrete potential mean field games: duality and numerical resolution
Mathematical Programming·2023· 6 citedOpen Access
A Lagrangian Approach for Aggregative Mean Field Games of Controls with Mixed and Final Constraints
SIAM Journal on Control and Optimization·2023· 7 citedOpen Access
Modeling and Optimal Control of a Two-Species Bioproducing Microbial Consortium
SIAM Journal on Applied Mathematics·2023· 1 cited
Modelling and optimal control of a two-species bioproducing microbial consortium
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Optimal control of bioproduction in the presence of population heterogeneity
Journal of Mathematical Biology·2023· 8 citedOpen Access
Revisiting moment-closure methods with heterogeneous multiscale population models
Mathematical Biosciences·2022· 4 cited
A linear finite-difference scheme for approximating randers distances on cartesian grids
ESAIM Control Optimisation and Calculus of Variations·2022· 4 citedOpen Access
Revisiting moment closure methods with population models
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Optimal control of a two-species bioproducing microbial consortium
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Optimal control of bioproduction in the presence of population heterogeneity
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Generalized conditional gradient and learning in potential mean field games
arXiv (Cornell University)·2021Open Access
Beyond the chemical master equation: Stochastic chemical kinetics coupled with auxiliary processes
PLoS Computational Biology·2021· 14 citedOpen Access
Second order monotone finite differences discretization of linear anisotropic differential operators
Mathematics of Computation·2021· 1 citedOpen Access
Discrete potential mean field games: duality and numerical resolution
arXiv (Cornell University)·2021Open Access
A Lagrangian approach for aggregative mean field games of controls with mixed and final constraints
arXiv (Cornell University)·2021Open Access
Erratum: Optimal Control of State Constrained Age-Structured Problems
SIAM Journal on Control and Optimization·2021Open Access
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Frequent Co-authors

Alexander Shapiro(5), Jean Charles Gilbert(4), Claude Lemaréchal(4), Claudia Sagastizábal(4), Roberto Cominetti(3), Hasnaa Zidani(3), Eduardo Casas(3), Audrey Hermant(3), Benjamin Heymann(2), Guillermo Jiménez‐Estévez(2), Julien Laurent-Varin(2), F.J.G. Silva(2), Guillaume Launay(2), Héctor Ramírez(1), Eliane R. Panier(1), André L. Tits(1), Jian L. Zhou(1), Pierre Martinon(1), Francisco J. Silva(1), Fernando Laņas(1)