Boosting Wavelet Neural Networks Using Evolutionary Algorithms for Short-Term Wind Speed Time Series Forecasting.
Hua-Liang WeiPublished in: IWANN (1) (2019)
Keyphrases
- wind speed
- short term
- evolutionary algorithm
- wavelet neural network
- long term
- arima model
- multi objective
- wind power
- evolutionary computation
- prediction model
- forecasting model
- learning rate
- artificial neural networks
- differential evolution
- wavelet analysis
- fitness function
- convergence rate
- support vector regression
- neural network
- load forecasting
- wind turbine
- back propagation
- adaptive learning
- genetic programming
- particle swarm optimization algorithm
- function approximation
- genetic algorithm
- learning algorithm
- activation function
- machine learning
- ensemble methods
- feed forward neural networks
- network model
- generalization ability
- nonlinear functions
- training algorithm
- chaotic systems
- convergence speed
- neuro fuzzy
- power generation
- faster convergence
- particle swarm optimization
- feature selection