Measuring bloat, overfitting and functional complexity in genetic programming.
Leonardo VanneschiMauro CastelliSara SilvaPublished in: GECCO (2010)
Keyphrases
- genetic programming
- symbolic regression
- evolutionary computation
- fitness function
- gene expression programming
- computational complexity
- decision problems
- evolutionary algorithm
- classification rules
- worst case
- computational cost
- image processing
- regression problems
- training error
- functional analysis
- data sets
- grammar guided genetic programming
- training set
- data structure
- image segmentation
- feature selection
- computer vision
- artificial intelligence
- genetic algorithm