Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm.
Hao WangKui YuXindong WuHongliang YaoPublished in: ISMIS (2006)
Keyphrases
- bayesian networks
- genetic algorithm
- learning bayesian networks
- fitness function
- neural network
- probabilistic reasoning
- multi objective
- structure learning
- probability distribution
- conditional probabilities
- population size
- conditional independence
- evolutionary computation
- range data
- parameter learning
- evolutionary algorithm
- fuzzy logic
- bayesian network learning
- expert systems
- artificial neural networks
- hidden variables
- multi objective optimization
- data sets
- incomplete data
- expert knowledge
- adaptive learning
- genetic algorithm ga
- probabilistic model
- mutation operator
- hybrid algorithm
- simulated annealing
- decision trees
- probabilistic modeling
- markov blanket
- real coded
- naive bayes