Grammar-Based Genetic Programming with Bayesian network.
Pak-Kan WongLeung-Yau LoMan-Leung WongKwong-Sak LeungPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- genetic programming
- bayesian networks
- fitness function
- evolutionary computation
- learning bayesian networks
- evolutionary algorithm
- speech understanding
- conditional independence
- symbolic regression
- probabilistic inference
- financial forecasting
- graphical models
- bayesian network inference
- classification rules
- gene expression programming
- test generation
- incomplete data
- regression problems
- structure learning
- grammar guided genetic programming
- probabilistic reasoning
- diagnostic reasoning
- inference in bayesian networks
- parameter learning
- conditional probabilities
- genetic algorithm
- context free grammars
- causal relationships
- neural network
- approximate inference
- naive bayes
- bayesian network structure
- learning algorithm
- evolutionary approaches
- structural learning
- hidden markov models
- probability distribution
- uncertain knowledge
- continuous variables
- random variables
- expert knowledge
- hidden variables
- probabilistic networks
- fuzzy logic
- objective function
- bayesian network classifiers
- data sets