Evaluation of the Regions of Attraction of Higher-Dimensional Hyperbolic Systems Using Extended Dynamic Mode Decomposition

This paper provides the theoretical foundation for the approximation of the regions of attraction in hyperbolic and polynomial systems based on the eigenfunctions deduced from the data-driven approximation of the Koopman operator. In addition, it shows that the same method is suitable for analyzing...

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Bibliographic Details
Main Authors: Camilo Garcia-Tenorio, Duvan Tellez-Castro, Eduardo Mojica-Nava, Alain Vande Wouwer
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Automation
Subjects:
Online Access:https://www.mdpi.com/2673-4052/4/1/5