A Probability-based Evolutionary Algorithm with Mutations to Learn Bayesian Networks.
Sho FukudaYuuma YamanakaTakuya YoshihiroPublished in: Int. J. Interact. Multim. Artif. Intell. (2014)
Keyphrases
- evolutionary algorithm
- bayesian networks
- probability distribution
- evolutionary process
- conditional probabilities
- multi objective
- posterior probability
- mutation rate
- differential evolution
- evolutionary computation
- cauchy mutation
- optimization problems
- multi objective optimization
- conditional probability distributions
- simulated annealing
- genetic operators
- fitness function
- function optimization
- genetic algorithm
- genetic programming
- crossover operator
- complex domains
- probabilistic model
- neural network
- inference in bayesian networks
- bayesian network classifiers
- conditional independence
- optimization algorithm