The reliably stable neural network controllers' synthesis with the transient process parameters optimization

The subject of this paper is to develop a method for synthesizing stable neural network controllers with optimization of transient process parameters. The goal is to develop a method for synthesizing a neural network controller for control systems that guarantees the closed-loop system stability thr...

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Bibliographic Details

Published in:	Radìoelektronnì ì komp'ûternì sistemi (Online) Vol. 2024; no. 4; pp. 178 - 191
Main Authors:	Vladov, Serhii, Sachenko, Anatoliy, Vysotska, Victoria, Volkanin, Yevhen, Kukharenko, Dmytro, Severynenko, Danylo
Format:	Journal Article
Language:	English
Published:	National Aerospace University «Kharkiv Aviation Institute 21.11.2024
Subjects:	controller lyapunov function mixed integer programming neural network optimization
ISSN:	1814-4225, 2663-2012
Online Access:	Get full text
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