Gradient-based neural networks for online solutions of coupled Lyapunov matrix equations.
Hui-Jie SunAi-Guo WuWanquan LiuPublished in: Neurocomputing (2021)
Keyphrases
- neural network
- polynomial equations
- boundary value problem
- stability analysis
- sufficient conditions
- square root
- pattern recognition
- online learning
- hopfield neural network
- matrix inversion
- class of nonlinear systems
- neural network model
- self organizing maps
- recurrent neural networks
- differential equations
- asymptotic stability
- back propagation
- artificial neural networks
- linear equations
- optimal solution
- real time
- linear matrix inequality
- nonlinear partial differential equations
- control theory
- numerical solution
- nonlinear systems
- low rank
- feed forward
- dynamical systems
- genetic algorithm