Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming.
Fulya TrösserSimon de GivryGeorge KatsirelosPublished in: CoRR (2021)
Keyphrases
- constraint programming
- bayesian network structure learning
- combinatorial problems
- constraint satisfaction problems
- constraint propagation
- constraint satisfaction
- bayesian networks
- graph theoretic
- constraint logic programming
- hard and soft constraints
- structure learning
- global constraints
- symmetry breaking
- search strategies
- arc consistency
- data exchange
- constraint solver
- finite domain
- data mining
- hill climbing
- combinatorial optimization
- objective function