
Gregorio MARTÍNEZ SEMPERE soutiendra sa thèse le vendredi 31 octobre 2025 à 15h en amphithéâtre Mozart à Mines Paris – PSL, 1 rue Claude Daunesse, 06560 Sophia-Antipolis.
Sujet : Algorithmic advances for nonsmooth and nonconvex constrained optimization
Sous la direction de : Welington DE OLIVEIRA
Résumé : This thesis explores how to solve complex decision-making problems that arise in fields like engineering, data science, and risk analysis. These problems often involve conflicting goals, uncertainty, and difficult mathematical structures that make them hard to solve with standard tools. We develop new algorithms that can handle these challenges by breaking problems into simpler parts and using smart strategies to find good solutions. Our methods are tested on real-world examples, such as designing safer infrastructure and improving image processing. The results show that these techniques are both practical and reliable, opening new possibilities for solving difficult problems in science and industry.
Mots clés : nonsmooth optimization, nonconvex optimization, constrained optimization
La soutenance se tiendra en anglais et sera également retransmise en direct. Pour recevoir le lien de connexion, merci de nous contacter.