Hybrid algorithms for approximate belief updating in Bayes nets.
Eugene Santos Jr.Solomon Eyal ShimonyEdward Michael WilliamsPublished in: Int. J. Approx. Reason. (1997)
Keyphrases
- belief updating
- bayes nets
- bayesian networks
- hybrid algorithms
- probabilistic inference
- bayes networks
- graphical models
- belief revision
- junction tree
- conditional independence
- posterior probability
- exact inference
- probability distribution
- evolutionary algorithm
- structure learning
- metaheuristic
- conditional probabilities
- policy evaluation
- probabilistic model
- hill climbing
- markov networks
- dynamic bayesian networks
- hidden variables
- approximate inference
- genetic algorithm
- random variables
- objective function
- simulated annealing
- knowledge base