Overfitting avoidance in genetic programming of polynomials.
Nikolay I. NikolaevLilian M. de MenezesHitoshi IbaPublished in: IEEE Congress on Evolutionary Computation (2002)
Keyphrases
- genetic programming
- evolutionary computation
- fitness function
- evolutionary algorithm
- cross validation
- symbolic regression
- grammar guided genetic programming
- gene expression programming
- regression problems
- decision trees
- financial forecasting
- classification rules
- hermite transform
- unseen data
- evolutionary approaches
- model selection
- knowledge base
- computer vision
- low order
- genetic algorithm
- training error
- real world
- real time