Particle Swarm Optimisation for learning Bayesian Networks.
Julie CowieLloyd OteniyaRichard ColesPublished in: World Congress on Engineering (2007)
Keyphrases
- learning bayesian networks
- particle swarm optimisation
- statistical data
- optimization algorithm
- bayesian networks
- incomplete data
- optimisation problems
- structure learning
- search capabilities
- conditional independence
- evolution strategy
- fitness function
- genetic algorithm ga
- pso algorithm
- global optimization
- particle swarm
- evolutionary computation
- test functions
- database
- optimization method
- differential evolution
- global search
- particle swarm optimization
- genetic programming
- premature convergence
- graphical models
- probability distribution
- faster convergence
- lower bound
- metadata
- neural network