Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization.
Colin P. SmithJohn DohertyYaochu JinPublished in: CIDUE (2013)
Keyphrases
- recurrent neural networks
- evolutionary optimization
- chaotic time series
- multi objective
- genetic optimization
- complex valued
- neural network
- neural network ensemble
- genetic algorithm
- feed forward
- recurrent networks
- reservoir computing
- prediction accuracy
- artificial neural networks
- long short term memory
- echo state networks
- feedforward neural networks
- neuro fuzzy
- hidden layer
- prediction model
- convergence rate
- neural model
- convergence speed
- nonlinear dynamic systems
- fuzzy modeling
- back propagation
- computational intelligence
- evolutionary algorithm