Climatization and luminosity optimization of buildings using genetic algorithm, random forest, and regression models.
Bruno MotaMiguel AlbergariaHelder PereiraJosé SilvaLuis GomesZita A. ValeCarlos RamosPublished in: Energy Inform. (2021)
Keyphrases
- random forest
- regression model
- genetic algorithm
- random forests
- decision trees
- optimization method
- regression methods
- regression trees
- feature set
- regression analysis
- model selection
- multi label
- ensemble methods
- explanatory variables
- ensemble learning
- multivariate regression
- decision tree learning algorithms
- base classifiers
- neural network
- data sets
- benchmark datasets
- multi class
- artificial neural networks
- learning algorithm