CPA Lyapunov Functions: Switched Systems vs. Differential Inclusions

Sigurdur Hafstein

2020

Abstract

We present an algorithm that uses linear programming to parameterize continuous and piecewise affine Lyapunov functions for switched systems. The novel feature of the algorithm is, that it can compute Lyapunov functions for switched system with a strongly asymptotically stable equilibrium, for which the equilibrium of the corresponding differential inclusion is merely weakly asymptotically stable. For the differential inclusion no such Lyapunov function exists. This is achieved by removing constraints from a linear programming problem of an earlier algorithm to compute Lyapunov functions, that are not necessary to assert strong stability for the switched system. We demonstrate the benefits of this new algorithm sing Artstein’s circles as an example.

Paper Citation

in Harvard Style

Hafstein S. (2020). CPA Lyapunov Functions: Switched Systems vs. Differential Inclusions.In Proceedings of the 17th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-442-8, pages 745-753. DOI: 10.5220/0009992707450753

in Bibtex Style

@conference{icinco20,
author={Sigurdur Hafstein},
title={CPA Lyapunov Functions: Switched Systems vs. Differential Inclusions},
booktitle={Proceedings of the 17th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2020},
pages={745-753},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009992707450753},
isbn={978-989-758-442-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 17th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - CPA Lyapunov Functions: Switched Systems vs. Differential Inclusions
SN - 978-989-758-442-8
AU - Hafstein S.
PY - 2020
SP - 745
EP - 753
DO - 10.5220/0009992707450753