Deep Neural Network based on Genetic Algorithm and Ensemble Methods for Regional Solar Power Forecasting in Thailand.
Sukrit JaideeWanchalerm PoraPublished in: APCCAS (2019)
Keyphrases
- ensemble methods
- genetic algorithm
- prediction accuracy
- random forests
- neural network
- machine learning methods
- ensemble learning
- decision trees
- random forest
- base classifiers
- benchmark datasets
- short term
- load forecasting
- drifting concepts
- majority voting
- generalization ability
- classifier ensemble
- fitness function
- ensemble feature selection
- base learners
- genetic algorithm ga
- maximum power point tracking
- decision tree ensembles
- bias variance analysis
- ensemble classifier
- evolutionary algorithm
- multi objective
- electricity markets
- genetic operators
- bootstrap sampling
- simulated annealing
- support vector machine
- differential evolution
- image classification