Scaling up the Greedy Equivalence Search algorithm by constraining the search space of equivalence classes.
Juan Ignacio Alonso-BarbaLuis delaOssaJosé A. GámezJosé Miguel PuertaPublished in: Int. J. Approx. Reason. (2013)
Keyphrases
- equivalence classes
- search algorithm
- search space
- markov equivalence classes
- equivalence class
- bayesian network structures
- search strategy
- hill climbing
- heuristic search
- greedy search
- branch and bound
- search tree
- metaheuristic
- search methods
- directed acyclic graph
- equivalence relation
- solution space
- conditional independencies
- combinatorial search
- search procedure
- global search
- fitness function
- search problems
- graph search
- genetic algorithm
- tabu search
- constraint satisfaction problems
- feature selection