Seasonal Support Vector Regression with Chaotic Genetic Algorithm in Electric Load Forecasting.
Wei-Chiang HongYucheng DongLi-Yueh ChenShih-Yung WeiPublished in: ICGEC (2012)
Keyphrases
- support vector regression
- electric load forecasting
- forecasting model
- short term
- genetic algorithm
- long term
- optimal parameters
- regression model
- support vector
- kernel function
- hybrid model
- extreme learning machine
- support vector classification
- neural network
- support vector machine svm
- fitness function
- genetic algorithm ga
- fuzzy logic
- support vector machine
- multi objective
- hybrid genetic
- response surface methodology
- singular spectrum analysis
- evolutionary algorithm
- artificial neural networks
- feature space
- machine learning
- feature set
- nearest neighbor
- data mining