Learning interpretable and stable dynamical models via mixed-integer Lyapunov-constrained optimization

Zhe Li, Ilias Mitrai

In this paper, we consider the data-driven discovery of stable dynamical models with a single equilibrium. The proposed approach uses a basis-function parameterization of the diffe…