Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.
Gloria PietropolliFederico Julian Camerota VerdùLuca ManzoniMauro CastelliPublished in: GECCO Companion (2023)
Keyphrases
- symbolic regression
- genetic programming
- gene expression programming
- grammatical evolution
- evolutionary computation
- fitness function
- decision trees
- evolutionary algorithm
- software package
- objective function
- regression problems
- genetic algorithm
- parameter optimization
- feature selection
- training data
- differential evolution
- user friendly
- artificial intelligence
- learning algorithm