A Distance-Based Mutation Operator for learning Bayesian Network structures using Evolutionary Algorithms.
Edimilson Batista dos SantosEstevam R. Hruschka Jr.Eduardo R. HruschkaNelson F. F. EbeckenPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- evolutionary algorithm
- mutation operator
- bayesian network structures
- differential evolution
- genetic operators
- multi objective
- crossover operator
- genetic algorithm
- bayesian networks
- multi objective optimization
- learning bayesian networks from data
- bayesian network structure
- equivalence classes
- premature convergence
- evolution strategy
- optimization problems
- search space
- learning algorithm
- supervised learning
- artificial neural networks