Genens: An AutoML System for Ensemble Optimization Based on Developmental Genetic Programming.
Gabriela SuchopárováRoman NerudaPublished in: SSCI (2020)
Keyphrases
- genetic programming
- regression problems
- fitness function
- evolutionary computation
- optimization algorithm
- fitness evaluation
- symbolic regression
- evolutionary algorithm
- gene expression programming
- global optimization
- grammar guided genetic programming
- optimization process
- genetic algorithm
- neural network
- discrete optimization
- optimization model
- training set
- learning algorithm
- database
- random forest
- evolution strategy
- optimization methods
- ensemble methods
- hyper heuristics
- optimization method
- optimization strategies
- financial forecasting