A new optimization algorithm for non-stationary time series prediction based on recurrent neural networks.
Yulai ZhangYuchao WangGuiming LuoPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- learning algorithm
- optimization algorithm
- non stationary
- recurrent neural networks
- multi objective
- feed forward
- neural network
- differential evolution
- recurrent networks
- echo state networks
- reservoir computing
- optimization method
- adaptive algorithms
- autoregressive
- particle swarm optimization pso
- artificial neural networks
- cascade correlation
- optimization strategy
- evolutionary multi objective
- artificial bee colony
- neuro fuzzy
- global optima
- neural model
- genetic algorithm
- empirical mode decomposition
- artificial intelligence
- control parameters
- nonlinear dynamic systems
- rbf network
- hybrid optimization algorithm
- particle swarm optimization
- data mining