[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 …

Review on contraction analysis and computation of contraction metrics

P Giesl, S Hafstein, C Kawan - arXiv preprint arXiv:2203.01367, 2022 - arxiv.org
Contraction analysis considers the distance between two adjacent trajectories. If this
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 …

[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 …

[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 …

Computation of continuous and piecewise affine Lyapunov functions by numerical approximations of the Massera construction

J Björnsson, P Giesl, S Hafstein… - 53rd IEEE Conference …, 2014 - ieeexplore.ieee.org
The numerical construction of Lyapunov functions provides useful information on system
behavior. In the Continuous and Piecewise Affine (CPA) method, linear programming is …

[PDF][PDF] Contraction Metrics by Numerical Integration and Quadrature: Uniform Error Estimate.

P Giesl, SF Hafstein, I Mehrabinezhad - ICINCO (1), 2023 - scitepress.org
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 …

[PDF][PDF] Positively Invariant Sets for ODEs and Numerical Integration.

P Giesl, SF Hafstein, I Mehrabinezhad - ICINCO (1), 2023 - scitepress.org
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 …

Computation and verification of contraction metrics for exponentially stable equilibria

P Giesl, S Hafstein, I Mehrabinezhad - Journal of Computational and …, 2021 - Elsevier
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 …

Computation and verification of contraction metrics for periodic orbits

P Giesl, S Hafstein, I Mehrabinezhad - Journal of Mathematical Analysis …, 2021 - Elsevier
Exponentially stable periodic orbits of ordinary differential equations and their basins' of
attraction are characterized by contraction metrics. The advantages of a contraction metric …