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Numerical methods

Viability Theory

Type de document
Editeur
Birkhäuser
Lieu
Boston
Année de publication
1991
Sous titre
Systems & Control: Formations & Applications
Auteur(s)
Jean-Pierre Aubin
Niveau de difficulté
Identifiant
ISBN : 978-1-4612-0451-8
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This work examines viability theory and its applications to control theory and differential games. The emphasis is on the construction of feedbacks and dynamical systems by myopic optimization methods. Systems of first-order partial differential inclusions, whose solutions are feedbacks, are constructed and investigated. Basic results are then extended to the case of fuzzy control problems, distributed control problems, and control systems with delays and memory. Aimed at graduate students and research mathematicians, both pure and applied, this book offers specialists in control and nonlinear systems tools to take into account general state constraints. Viability theory also allows researchers in other disciplines—artificial intelligence, economics, game theory, theoretical biology, population genetics, cognitive sciences—to go beyond deterministic models by studying them in a dynamical or evolutionary perspective in an uncertain environment. The book is a compendium of the state of knowledge about viability...Mathematically, the book should be accessible to anyone who has had basic graduate courses in modern analysis and functional analysis…The concepts are defined and many proofs of the requisite results are reproduced here, making the present book essentially self-contained. —Bulletin of the AMS Because of the wide scope, the book is an ideal reference for people encountering problems related to viability theory in their research…It gives a very thorough mathematical presentation. Very useful for anybody confronted with viability constraints. —Mededelingen van het Wiskundig

Applications de la théorie de la viabilité en intelligence artificielle

Lieu
Inria Sophia Antipolis
Date
07-10-2025
Langue de la conférence
Niveau de difficulté
Description

Comment les algorithmes de viabilité peuvent aider à concevoir des IA respectant des contraintes de sécurité et d’éthique.

Intervenant(s)
Dr. Élodie Garnier (Inria), Contenu à venir !