[HTML][HTML] Review on computational methods for Lyapunov functions
P Giesl, S Hafstein - Discrete and Continuous Dynamical Systems …, 2015 - aimsciences.org
Lyapunov functions are an essential tool in the stability analysis of dynamical systems, both
in theory and applications. They provide sufficient conditions for the stability of equilibria or …
in theory and applications. They provide sufficient conditions for the stability of equilibria or …
Review on contraction analysis and computation of contraction metrics
Contraction analysis considers the distance between two adjacent trajectories. If this
distance is contracting, then trajectories have the same long-term behavior. The main …
distance is contracting, then trajectories have the same long-term behavior. The main …
Common Lyapunov functions for switched linear systems: Linear programming-based approach
S Andersen, P Giesl, S Hafstein - IEEE Control Systems Letters, 2022 - ieeexplore.ieee.org
We study the stability of an equilibrium of arbitrarily switched, autonomous, continuous-time
systems through the computation of a common Lyapunov function (CLF). The switching …
systems through the computation of a common Lyapunov function (CLF). The switching …
[HTML][HTML] Subgradient algorithm for computing contraction metrics for equilibria
P Giesl, S Hafstein, M Haraldsdottir… - Journal of …, 2023 - aimsciences.org
We propose a subgradient algorithm for the computation of contraction metrics for systems
with an exponentially stable equilibrium. We show that for sufficiently smooth systems our …
with an exponentially stable equilibrium. We show that for sufficiently smooth systems our …
[HTML][HTML] Converse theorems on contraction metrics for an equilibrium
P Giesl - Journal of Mathematical Analysis and Applications, 2015 - Elsevier
The stability and basin of attraction of an equilibrium can be determined by a contraction
metric. A contraction metric is a Riemannian metric with respect to which the distance …
metric. A contraction metric is a Riemannian metric with respect to which the distance …
Computation of continuous and piecewise affine Lyapunov functions by numerical approximations of the Massera construction
The numerical construction of Lyapunov functions provides useful information on system
behavior. In the Continuous and Piecewise Affine (CPA) method, linear programming is …
behavior. In the Continuous and Piecewise Affine (CPA) method, linear programming is …
[PDF][PDF] Contraction Metrics by Numerical Integration and Quadrature: Uniform Error Estimate.
We show that contraction metrics for continuous time dynamical systems can be computed
numerically using numerical integration of certain initial value problems with a subsequent …
numerically using numerical integration of certain initial value problems with a subsequent …
[PDF][PDF] Positively Invariant Sets for ODEs and Numerical Integration.
We show that for an ordinary differential equation (ODE) with an exponentially stable
equilibrium and any compact subset of its basin of attraction, we can find a larger compact …
equilibrium and any compact subset of its basin of attraction, we can find a larger compact …
Computation and verification of contraction metrics for exponentially stable equilibria
The determination of exponentially stable equilibria and their basin of attraction for a
dynamical system given by a general autonomous ordinary differential equation can be …
dynamical system given by a general autonomous ordinary differential equation can be …
Computation and verification of contraction metrics for periodic orbits
Exponentially stable periodic orbits of ordinary differential equations and their basins' of
attraction are characterized by contraction metrics. The advantages of a contraction metric …
attraction are characterized by contraction metrics. The advantages of a contraction metric …