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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Vydané v:	Radìoelektronnì ì komp'ûternì sistemi (Online) Ročník 2024; číslo 4; s. 178 - 191
Hlavní autori:	Vladov, Serhii, Sachenko, Anatoliy, Vysotska, Victoria, Volkanin, Yevhen, Kukharenko, Dmytro, Severynenko, Danylo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	National Aerospace University «Kharkiv Aviation Institute 21.11.2024
Predmet:	controller lyapunov function mixed integer programming neural network optimization
ISSN:	1814-4225, 2663-2012
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