Construction of Large-Scale Bayesian Networks by Local to Global Search.
Kyu Baek HwangJae Won LeeSeung-Woo ChungByoung-Tak ZhangPublished in: PRICAI (2002)
Keyphrases
- global search
- bayesian networks
- convergence speed
- global optimization
- search algorithm
- particle swarm optimization
- particle swarm optimization algorithm
- simulated annealing
- genetic algorithm
- search space
- global optima
- quantum behaved particle swarm optimization
- premature convergence
- nonlinear optimization
- evolution strategy
- inertia weight
- hidden variables
- real world
- structure learning
- particle swarm optimisation
- greedy search
- differential evolution
- inference in bayesian networks
- exhaustive search
- neural network
- multiply sectioned bayesian networks
- small scale
- probabilistic model
- particle swarm
- incomplete data
- candidate solutions
- evolutionary programming
- probabilistic inference
- pso algorithm
- conditional probabilities
- ant colony optimization
- cost function
- evolutionary algorithm