Determining Lyapunov exponents of non-smooth systems: Perturbation vectors approach
•It is possible to easily estimate all Lyapunov Exponents of a discontinuous system.•Possibility of generating a trajectory from a selected point is the only requirement.•The presented method works for both: maps and continuous-time systems.•Application for mechanical systems, including impact and s...
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Veröffentlicht in: | Mechanical systems and signal processing 2020-07, Vol.141, p.106734, Article 106734 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | •It is possible to easily estimate all Lyapunov Exponents of a discontinuous system.•Possibility of generating a trajectory from a selected point is the only requirement.•The presented method works for both: maps and continuous-time systems.•Application for mechanical systems, including impact and stick-slip, is presented.
This paper presents a novel, simple method of Lyapunov Exponents (LEs) spectrum estimation for non-smooth and discontinuous systems. The presented algorithm works for continuous-time dynamical systems, as well as for discrete maps. Its simplicity and flexibility enables to estimate LEs of complex, discontinuous systems in an easy manner. The paper starts with a comprehensive review of the state-of-art methods of the LEs computation for non-smooth systems. Then, the novel algorithm is introduced. Further on, examples of its use are provided. The presented applications include non-smooth and discontinuous maps, as well as continuous-time mechanical systems with discontinuities induced by impacts or by dry friction. The paper confirms that the method is simple, effective and robust. The presented algorithm can facilitate research in a large class of discontinuous systems, including stick-slip oscillators and many others. |
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ISSN: | 0888-3270 1096-1216 |
DOI: | 10.1016/j.ymssp.2020.106734 |