The Random Selection and Manipulation of Legally Encoded Bayesian Networks in Genetic Algorithms.
Andrew J. NovobilskiPublished in: IC-AI (2003)
Keyphrases
- random selection
- bayesian networks
- genetic algorithm
- randomly selected
- active learning
- test set
- training set
- probabilistic model
- neural network
- evolutionary algorithm
- evolutionary computation
- conditional independence
- multi objective
- inference in bayesian networks
- simulated annealing
- genetic programming
- k means
- artificial neural networks
- fitness function
- optimization method
- structure learning
- probability distribution
- conditional probabilities
- learning bayesian networks
- probabilistic inference
- data sets
- machine learning
- learning process
- differential evolution
- error rate
- graphical models