Solving the exponential growth of symbolic regression trees in geometric semantic genetic programming.
Joao Francisco B. S. MartinsLuiz Otávio Vilas Boas OliveiraLuis Fernando MirandaFelipe CasadeiGisele L. PappaPublished in: GECCO (2018)
Keyphrases
- genetic programming
- regression trees
- regression problems
- regression model
- fitness function
- evolutionary algorithm
- decision trees
- random forests
- classification rules
- linear model
- natural language
- linear regression
- linear models
- genetic algorithm
- least squares
- higher order
- feature vectors
- logistic regression
- training data
- learning rules
- predictive model
- feature extraction