Genetic algorithm optimized double-reservoir echo state network for multi-regime time series prediction.
Shisheng ZhongXiaolong XieLin LinFang WangPublished in: Neurocomputing (2017)
Keyphrases
- echo state networks
- genetic algorithm
- recurrent neural networks
- reservoir computing
- artificial neural networks
- neural network
- genetic algorithm is employed
- multi objective
- evolutionary algorithm
- fitness function
- optimization method
- genetic algorithm ga
- genetic algorithm is applied
- real coded
- hybrid genetic algorithm
- non stationary
- fuzzy logic
- long term
- reinforcement learning
- neural network model
- feed forward
- metaheuristic
- mutation operator
- optimization problems
- immune genetic algorithm
- decision making
- oil and gas industry