[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 …
[HTML][HTML] Revised CPA method to compute Lyapunov functions for nonlinear systems
PA Giesl, SF Hafstein - Journal of Mathematical Analysis and Applications, 2014 - Elsevier
The CPA method uses linear programming to compute Continuous and Piecewise Affine
Lyapunov functions for nonlinear systems with asymptotically stable equilibria. In [14] it was …
Lyapunov functions for nonlinear systems with asymptotically stable equilibria. In [14] it was …
Polynomial optimization with applications to stability analysis and control-alternatives to sum of squares
In this paper, we explore the merits of various algorithms for polynomial optimization
problems, focusing on alternatives to sum of squares programming. While we refer to …
problems, focusing on alternatives to sum of squares programming. While we refer to …
Computation of Lyapunov functions for nonlinear discrete time systems by linear programming
P Giesl, S Hafstein - Journal of Difference Equations and …, 2014 - Taylor & Francis
Given an autonomous discrete time system with an equilibrium at the origin and a
hypercube containing the origin, we state a linear programming problem, of which any …
hypercube containing the origin, we state a linear programming problem, of which any …
[HTML][HTML] Discontinuous piecewise quadratic Lyapunov functions for planar piecewise affine systems
For planar piecewise affine systems, this paper proposes sufficient stability conditions based
on discontinuous Lyapunov functions. The monotonicity condition for discontinuous …
on discontinuous Lyapunov functions. The monotonicity condition for discontinuous …
Computing continuous and piecewise affine Lyapunov functions for nonlinear systems
SF Hafstein, CM Kellett, H Li - Journal of Computational Dynamics, 2016 - aimsciences.org
We present a numerical technique for the computation of a Lyapunov function for nonlinear
systems with an asymptotically stable equilibrium point. The proposed approach constructs …
systems with an asymptotically stable equilibrium point. The proposed approach constructs …
Computation of local ISS Lyapunov functions with low gains via linear programming
In this paper, we present a numerical algorithm for computing ISS Lyapunov functions for
continuous-time systems which are input-to-state stable (ISS) on compact subsets of the …
continuous-time systems which are input-to-state stable (ISS) on compact subsets of the …
Implementation of a fan-like triangulation for the CPA method to compute Lyapunov functions
P Giesl, S Hafstein - 2014 American Control Conference, 2014 - ieeexplore.ieee.org
An integral part of the CPA method to compute Continuous and Piecewise Affine Lyapunov
functions for nonlinear systems is the generation of a suitable triangulation. Recently, the …
functions for nonlinear systems is the generation of a suitable triangulation. Recently, the …
Sliding modes and Lyapunov functions for differential inclusions by linear programming
S Hafstein - Informatics in Control, Automation and Robotics: 17th …, 2022 - Springer
Recently the concept of essential neighbours of simplices was introduced for switched
systems and differential inclusions with triangulated state spaces. It was used to design an …
systems and differential inclusions with triangulated state spaces. It was used to design an …
Implementation of simplicial complexes for CPA functions in C++ 11 using the armadillo linear algebra library
SF Hafstein - International Conference on Simulation and Modeling …, 2013 - scitepress.org
Continuous, piecewise affine (CPA) functions can be algorithmically parameterized to
deliver Lyapunov functions for compact invariant sets. We discuss flexible structures and …
deliver Lyapunov functions for compact invariant sets. We discuss flexible structures and …