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Sliding Modes and Lyapunov Functions for Differential Inclusions by Linear Programming

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

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 algorithm that was able to compute Lyapunov functions for such systems with a strongly asymptotically stable equilibrium, of which the Filippov regularization does not have a strongly asymptotically stable equilibrium. Here we advance this algorithm further and show that the methodology can additionally be used to localize the sliding modes is differential inclusions. Using this localization we can remove constraints from a linear programming problem, whose feasible solutions parameterize Lyapunov functions for the system. We demonstrate the efficacy of our new approach for three systems from the literature.

Original languageEnglish
Title of host publicationInformatics in Control, Automation and Robotics - 17th International Conference, ICINCO 2020, Revised Selected Papers
EditorsOleg Gusikhin, Kurosh Madani, Janan Zaytoon
PublisherSpringer Science and Business Media Deutschland GmbH
Pages584-606
Number of pages23
ISBN (Print)9783030924416
DOIs
Publication statusPublished - 1 Jan 2022
Event17th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2020 - Virtual, Online, France
Duration: 7 Jul 20209 Jul 2020

Publication series

NameLecture Notes in Electrical Engineering
Volume793

Conference

Conference17th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2020
Country/TerritoryFrance
CityVirtual, Online
Period7/07/209/07/20

Bibliographical note

Funding Information: This research was supported by the Icelandic Research Fund (Rannís) grant number 163074-052, Complete Lyapunov functions: Efficient numerical computation. Publisher Copyright: © 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Other keywords

  • Differential inclusions
  • Lyapunov function
  • Numerical algorithm
  • Sliding modes
  • Switched systems

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