An ensemble of multi-objective optimized fuzzy regression models for short-term electric load forecasting.
Tomas VantuchMichal PrilepokPublished in: SSCI (2017)
Keyphrases
- electric load forecasting
- short term
- regression model
- multi objective
- long term
- forecasting model
- neural network
- prediction model
- support vector regression
- evolutionary algorithm
- model selection
- regression analysis
- fuzzy sets
- load forecasting
- regression methods
- optimization algorithm
- fuzzy logic
- short term and long term
- regression trees
- genetic algorithm
- linear model
- particle swarm optimization
- objective function
- linear regression models
- fuzzy rules
- random forests
- soft computing
- fuzzy clustering
- membership functions
- long term memory
- fuzzy inference system
- arima model
- training data
- short and long term
- feature selection
- learning algorithm