Inductive inference of chaotic series by Genetic Programming: a Solomonoff-based approach.
Ivan De FalcoErnesto TarantinoAntonio Della CioppaAlessandro PassaroPublished in: SAC (2005)
Keyphrases
- inductive inference
- genetic programming
- languages from positive data
- grammatical inference
- intrinsic complexity
- kolmogorov complexity
- evolutionary computation
- recursive functions
- symbolic regression
- hypothesis spaces
- transductive inference
- context free
- gene expression programming
- evolutionary algorithm
- algebraic structures
- vc dimension
- case based learning
- learning from positive data
- real valued functions
- learning paradigms
- training data
- machine learning
- software engineering
- genetic algorithm
- neural network
- grammar guided genetic programming
- data sets