LQR and genetic algorithms: an effective duo for assessing control expenditure and performance in dynamic systems

In this work, a novel methodology is introduced that employs genetic algorithms to determine the optimal weighting matrices for a linear quadratic regulator controller. A method is presented to construct a multi-objective fitness function that allows one to give prioritisation to energy consumption...

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Bibliographic Details
Main Authors: Silva, Josefredo G., Lacerda, Marcio J., Bertolin, Ariadne L. J., Santos, Jander, Nepomuceno, Erivelton G.
Format: Conference or Workshop Item
Language:English
Published: IEEE 2024
Subjects:
Online Access:https://repository.londonmet.ac.uk/9511/1/SLBSN24.pdf