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2008
This paper presents a new kind of recurrent neural network proposed by Zhang et al.for solving online Lyapunov equation with time-varying coefficient matrices. Global exponential convergence could be achieved by such a recurrent neural network when solving the time-varying problems in comparison with gradient neural networks (GNN). MATLAB simulation of
Yunong Zhang +3 more
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This paper presents a new kind of recurrent neural network proposed by Zhang et al.for solving online Lyapunov equation with time-varying coefficient matrices. Global exponential convergence could be achieved by such a recurrent neural network when solving the time-varying problems in comparison with gradient neural networks (GNN). MATLAB simulation of
Yunong Zhang +3 more
openaire +2 more sources
Online Solution of Time-Varying Lyapunov Matrix Equation by Zhang Neural Networks
Recent Patents on Computer Science, 2013Chen F. Yi, Yu H. Liu
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Vector Lyapunov Functions: Nonlinear, Time-Varying, Ordinary and Functional Differential Equations*
2002P Borne +3 more
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Accelerated Recurrent Neural Network Dynamics for Time-Varying Lyapunov Equation Solving
2024 Panhellenic Conference on Electronics & Telecommunications (PACET)Achilleas Doumanis +2 more
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On Construction of Lyapunov Functions for Scalar Linear Time-Varying Systems
Systems and Control Letters, 2020Yang Tian, James Lam, Bin Zhou
exaly
Lyapunov Stability of Linear Predictor Feedback for Time-Varying Input Delay
IEEE Transactions on Automatic Control, 2010Miroslav Krstić
exaly