Enlarging the DA of Nonlinear Polynomial Controlled Systems via Jaya Optimization

The last few years marked remarkable progress in developing stability analysis techniques directed at nonlinear systems. In this context, this work presents a Lyapunov-based method to estimate the region of stability of nonlinear systems. Based on LMI techniques and JAYA optimization, this work provides a maximized volume of the DA. The LMI technique is used to get the largest estimation of the DA from a given Lyapunov function and input controller. The JAYA algorithm is introduced to attain a maximized volume of the DA through an optimal selection of the Lyapunov function's parameters and input controller coefficients.

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Published
2025-02-17
DOI
https://doi.org/10.1109/ssd64182.2025.10989864
Primary Topic
Advanced Control Systems Optimization
Type
article
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Enlarging the DA of Nonlinear Polynomial Controlled Systems via Jaya Optimization

Faiçal Hamidi, Houssem Jerbi, Messaoud Aloui, Mohamed Aoun et al.
Advanced Control Systems Optimization
article

Enlarging the DA of Nonlinear Polynomial Controlled Systems via Jaya Optimization

Faiçal Hamidi, Houssem Jerbi, Messaoud Aloui, Mohamed Aoun, Mohamed Naceur Abdelkrim
article en

Abstract

The last few years marked remarkable progress in developing stability analysis techniques directed at nonlinear systems. In this context, this work presents a Lyapunov-based method to estimate the region of stability of nonlinear systems. Based on LMI techniques and JAYA optimization, this work provides a maximized volume of the DA. The LMI technique is used to get the largest estimation of the DA from a given Lyapunov function and input controller. The JAYA algorithm is introduced to attain a maximized volume of the DA through an optimal selection of the Lyapunov function's parameters and input controller coefficients.

University of Ha'il (SA), University of Gabès (TN)
Openalex Percentile: Top 88%
Advanced Control Systems Optimization
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