A learning method for dynamic Bayesian network structures using a multi-objective particle swarm optimizer.
Kousuke ShibataHidehiro NakanoArata MiyauchiPublished in: Artif. Life Robotics (2011)
Keyphrases
- particle swarm optimizer
- multi objective
- bayesian network structures
- prior knowledge
- learning algorithm
- learning bayesian networks
- pairwise
- particle swarm optimization
- prior information
- bayesian network structure
- evolutionary algorithm
- em algorithm
- bayesian framework
- equivalence classes
- learning bayesian networks from data