Convergence analysis of a discrete-time recurrent neural network to perform quadratic real optimization with bound constraints.
María José Pérez-IlzarbePublished in: IEEE Trans. Neural Networks (1998)
Keyphrases
- recurrent neural networks
- convergence analysis
- global convergence
- neural network
- stationary points
- optimality conditions
- constrained optimization
- optimization methods
- complex valued
- optimization problems
- convergence rate
- feed forward
- lower bound
- newton method
- reservoir computing
- recurrent networks
- convergence speed
- global optimum
- nonlinear programming
- upper bound
- artificial neural networks
- optimization method
- echo state networks
- objective function
- particle swarm
- worst case
- optimization algorithm
- np hard
- evolutionary algorithm