Population subset selection for the use of a validation dataset for overfitting control in genetic programming.
Daniel RiveroEnrique Fernández-BlancoCarlos Fernandez-LozanoAlejandro PazosPublished in: J. Exp. Theor. Artif. Intell. (2020)
Keyphrases
- genetic programming
- subset selection
- evolutionary computation
- classification rules
- control system
- fitness function
- feature selection
- gene expression programming
- symbolic regression
- data acquisition
- evolutionary algorithm
- control method
- control theory
- benchmark datasets
- cross validation
- open source
- hill climbing
- genetic algorithm
- financial forecasting
- evolutionary approaches