Complex Noise-Resistant Zeroing Neural Network for Computing Complex Time-Dependent Lyapunov Equation

Complex Noise-Resistant Zeroing Neural Network for Computing Complex Time-Dependent Lyapunov Equation

Complex time-dependent Lyapunov equation (CTDLE), as an important means of stability analysis of control systems, has been extensively employed in mathematics and engineering application fields. Recursive neural networks (RNNs) have been reported as an effective method for solving CTDLE. In the prev...

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Bibliographic Details
Main Authors: Bolin Liao, Cheng Hua, Xinwei Cao, Vasilios N. Katsikis, Shuai Li
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
complex time-dependent Lyapunov equation
zeroing neural network (ZNN)
complex linear noise
complex quadratic noise
noise-suppression
Online Access:https://www.mdpi.com/2227-7390/10/15/2817

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