A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting.
Abdollah Kavousi-FardHaidar SametFatemeh MarzbaniPublished in: Expert Syst. Appl. (2014)
Keyphrases
- regression model
- short term load forecasting
- firefly algorithm
- support vector
- support vector regression
- load forecasting
- regression analysis
- model selection
- regression methods
- generalized linear models
- prediction model
- convergence speed
- rbf neural network
- neural network
- power system
- interval valued data
- logistic regression
- feature selection
- explanatory variables
- radial basis function
- short term
- kernel function
- multi objective
- generalization ability
- fault diagnosis
- computational intelligence
- genetic algorithm
- multivariate regression
- machine learning