The Euler-Lagrange equation and optimal control: Preliminary results
Abstract
Algebraically speaking, linear time-invariant (LTI) systems can be considered as modules. In this framework, controllability is translated as the freeness of the system module. Optimal control mainly relies on quadratic Lagrangians and the consideration of any basis of the system module leads to an open-loop control strategy via a linear Euler-Lagrange equation. In this approach, the endpoint is easily assignable and time horizon can be chosen to minimize the criterion. The loop is closed via an intelligent controller derived from model-free control, which exhibits excellent performances concerning model mismatches and disturbances. The extension to nonlinear systems is briefly discussed.
Cite
@article{arxiv.2410.07040,
title = {The Euler-Lagrange equation and optimal control: Preliminary results},
author = {Cédric Join and Emmanuel Delaleau and Michel Fliess},
journal= {arXiv preprint arXiv:2410.07040},
year = {2024}
}
Comments
12th International Conference on Systems and Control, Batna (Algeria), 3-5 November 2024