A combination of exact algorithms for inference on Bayesian belief networks.
Henri Jacques SuermondtGregory F. CooperPublished in: Int. J. Approx. Reason. (1991)
Keyphrases
- bayesian belief networks
- exact algorithms
- belief networks
- probabilistic inference
- bayesian networks
- knapsack problem
- belief updating
- approximation algorithms
- exact solution
- heuristic methods
- graphical models
- conditional probabilities
- combinatorial optimization
- combinatorial problems
- pairwise
- distributed systems
- combinatorial optimization problems
- dynamic bayesian networks
- max sat
- evolutionary algorithm