Jeudi 19 Mars

Heure:	10:30 - 12:00
Lieu:	Salle G205, Université de Villetaneuse
Résumé:	Positive spanning sets and their connections to polyhedra
Description:	Clément Royer Positive spanning sets (PSSs), that span a given space through nonnegative linear combinations, have been successfully employed to design and analyze derivative-free optimization algorithms. Although linear algebra is a natural framework for studying PSSs, polyhedral geometry can provide additional insights on the structure of PSSs. In this talk, I will first introduce the concept of positive spanning sets, together with its use in derivative-free optimization. I will then focus on the specific case of polyhedral constrained problems, and explain how to generate positive spanning sets that conform to the geometry of those constraints. Finally, I will turn to a perhaps unexpected construction of PSSs of smallest cardinality through polytopes, and discuss several associated open questions. This talk is based on joint works with Denis Cornaz, Sébastien Kerleau and Lindon Roberts.