Particle Swarm Optimization-Based Support Vector Regression for Tourist Arrivals Forecasting.
Hsiou-Hsiang LiuLung-Cheng ChangChien-Wei LiCheng-Hong YangPublished in: Comput. Intell. Neurosci. (2018)
Keyphrases
- support vector regression
- particle swarm optimization
- pso algorithm
- forecasting accuracy
- regression model
- forecasting model
- multi objective
- global optimization
- particle swarm optimization algorithm
- particle swarm optimization pso
- hybrid model
- support vector
- load forecasting
- support vector machine svm
- kernel function
- differential evolution
- support vector machine
- convergence speed
- particle swarm
- extreme learning machine
- wavelet frame
- response surface methodology
- artificial neural network models
- hybrid genetic
- global search
- back propagation neural network
- genetic algorithm
- financial time series forecasting
- nonlinear regression
- wavelet neural network
- classification accuracy
- learning algorithm