Decomposing Bayesian networks: triangulation of the moral graph with genetic algorithms.
Pedro LarrañagaCindy M. H. KuijpersMikel PozaRoberto H. MurgaPublished in: Stat. Comput. (1997)
Keyphrases
- bayesian networks
- genetic algorithm
- clique tree
- neural network
- structured data
- random walk
- connected components
- directed graph
- inference in bayesian networks
- graph representation
- probabilistic reasoning
- conditional independence
- graph structure
- bipartite graph
- simulated annealing
- multiply sectioned bayesian networks
- tabu search
- multi objective
- graphical models
- probabilistic inference
- learning bayesian networks
- weighted graph
- graph model
- graph matching
- graph data
- metaheuristic
- directed acyclic graph
- evolutionary algorithm
- incomplete data
- graph theoretic
- graph based algorithm
- pairwise
- objective function
- special case
- graph databases
- probabilistic model
- graph theory
- probability distribution
- fitness function
- random variables
- genetic programming