Implicitly and explicitly constrained optimization problems for training of recurrent neural networks.
Carl-Johan ThorePublished in: ESANN (2014)
Keyphrases
- recurrent neural networks
- constrained optimization problems
- recurrent networks
- echo state networks
- feedforward neural networks
- constrained optimization
- constraint handling
- differential evolution
- optimization problems
- feed forward
- neural network
- penalty function
- evolutionary algorithm
- reservoir computing
- augmented lagrangian
- complex valued
- neural model
- hidden layer
- feed forward neural networks
- artificial neural networks
- equality constraints
- global convergence
- nonlinear dynamic systems
- fitness function
- evolutionary computation
- crossover operator
- particle swarm optimization algorithm
- convergence speed
- search algorithm
- artificial intelligence