Avoiding Overfitting in Symbolic Regression Using the First Order Derivative of GP Trees.
Samaneh Sadat Mousavi AstarabadiMohammad Mehdi EbadzadehPublished in: GECCO (Companion) (2015)
Keyphrases
- symbolic regression
- genetic programming
- decision trees
- gene expression programming
- grammatical evolution
- fitness function
- evolutionary computation
- higher order
- first order logic
- evolutionary algorithm
- software package
- parameter optimization
- cross validation
- regression problems
- genetic algorithm
- genetic algorithm ga
- linear regression
- multi objective