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: CoRR (2018)
Keyphrases
- genetic programming
- regression trees
- regression problems
- fitness function
- random forests
- regression model
- evolutionary algorithm
- classification rules
- decision rules
- decision trees
- linear model
- linear regression
- linear models
- artificial neural networks
- natural language
- logistic regression
- pairwise
- bayesian networks
- genetic algorithm