A Genetic Programming Approach to Solomonoff's Probabilistic Induction.
Ivanoe De FalcoAntonio Della CioppaDomenico MaistoErnesto TarantinoPublished in: EuroGP (2006)
Keyphrases
- genetic programming
- inductive inference
- sequence prediction
- fitness function
- evolutionary computation
- symbolic regression
- financial forecasting
- gene expression programming
- probabilistic model
- generative model
- classification rules
- evolutionary algorithm
- bayesian networks
- subgroup discovery
- inductive logic programming
- probabilistic logic
- regression problems
- rule induction
- databases
- explanation based learning
- data driven
- genetic algorithm
- markov models
- information theoretic
- utility function
- logic programs
- constructive induction
- objective function
- artificial intelligence
- probabilistic approaches
- real time
- evolutionary approaches