A hybrid particle swarm optimization method for structure learning of probabilistic relational models.
Xiao-Lin LiXiang-Dong HePublished in: Inf. Sci. (2014)
Keyphrases
- particle swarm
- optimization method
- structure learning
- probabilistic relational models
- bayesian networks
- graphical models
- optimization algorithm
- optimization methods
- parameter learning
- genetic algorithm
- evolutionary algorithm
- conditional independence
- differential evolution
- simulated annealing
- transfer learning
- metaheuristic
- parameter estimation
- markov logic networks
- sample size
- probabilistic model
- multi objective
- network structure
- machine learning
- swarm intelligence
- posterior probability
- particle swarm optimization algorithm
- particle swarm optimization
- optimization problems
- hybrid algorithm
- ant colony optimization
- knowledge representation
- probabilistic reasoning
- lower bound
- artificial intelligence
- maximum likelihood