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Bonnans Frédéric

Inria and CMAP, Ecole Polytechnique, Palaiseau, France

 

J.F. Bonnans is an expert in convex analysis and dynamic optimization, both in the deterministic and stochastic setting. His main contributions deal with the sensitivity analysis of optimization problems, high order optimality conditions, optimal control and stochastic control. He worked on quantization methods for stochastic programming problems, on the approximate dynamic programming for problems with monotone value function, and on sparse linear regression.

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Convex and Stochastic Optimization
This textbook provides an introduction to convex duality for optimization problems in Banach spaces,...
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