Data-driven approximation of regions of attraction via an LP-based selection of PWA Lyapunov functions

Oumayma Khattabi, Matteo Tacchi-Bénard, Martin Gulan +1

This paper presents a method to approximate regions of attraction of unknown nonlinear dynamical systems from data. Assuming point-wise evaluations of the vector field and known Li…