An Evolutionary Algorithm for Bayesian Network Triangulation.
Tomasz LukaszewskiPublished in: OR (2002)
Keyphrases
- evolutionary algorithm
- bayesian networks
- multi objective
- evolutionary computation
- optimization problems
- differential evolution
- inference in bayesian networks
- graphical models
- probabilistic inference
- genetic programming
- bayesian network inference
- simulated annealing
- fitness function
- learning bayesian networks
- multi objective optimization
- range data
- mutation operator
- structural learning
- bayesian network classifiers
- conditional independence
- evolutionary process
- function optimization
- genetic operators
- incomplete data
- random variables
- genetic algorithm
- diagnostic reasoning
- expert knowledge
- probability distribution
- hybrid evolutionary algorithm
- parameter learning
- probabilistic reasoning
- conditional probabilities
- evolutionary strategy
- structure learning
- delaunay triangulation
- bayesian network structure
- probabilistic model
- structure learning algorithm
- decision trees
- continuous variables
- crossover operator
- influence diagrams
- neural network