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Robust optimal control of nonlinear fractional systems.

Authors :
Liu, Chongyang
Zhou, Tuo
Gong, Zhaohua
Yi, Xiaopeng
Teo, Kok Lay
Wang, Song
Source :
Chaos, Solitons & Fractals. Oct2023:Part 1, Vol. 175, pN.PAG-N.PAG. 1p.
Publication Year :
2023

Abstract

Parameter uncertainty is inevitably found in almost every system and, if is ignored, it could jeopardize the effectiveness of control method. Motivated by this issue, we consider a robust optimal control problem governed by a nonlinear fractional system with uncertain parameters, where the system sensitivity with respect to the uncertain parameters is explicitly included in the cost functional. For this problem, we first prove that the system sensitivity can be expressed as the solution of an auxiliary fractional system. Then, we propose a numerical scheme for discretizing both the original and auxiliary fractional systems, resulting in a finite-dimensional optimization problem. Furthermore, a numerical solution algorithm based on gradients of the cost functional is developed for the resulting optimization problem. Finally, numerical results for two example problems are given to demonstrate the validity and applicability of the proposed algorithm. • A robust fractional optimal control problem with uncertain parameters is proposed. • A scheme of discretizing the robust fractional optimal control problem is developed. • The effectiveness of numerical solution method is verified by example problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09600779
Volume :
175
Database :
Academic Search Index
Journal :
Chaos, Solitons & Fractals
Publication Type :
Periodical
Accession number :
172776286
Full Text :
https://doi.org/10.1016/j.chaos.2023.113964