An Algorithm for Bayesian Networks Structure Learning Based on Simulated Annealing with MDL Restriction.
Shuisheng YeHong CaiRongguan SunPublished in: ICNC (3) (2008)
Keyphrases
- simulated annealing
- structure learning
- bayesian networks
- optimal solution
- k means
- markov blanket
- learning bayesian networks
- graphical models
- bayesian network structure learning
- learning algorithm
- markov logic networks
- parameter estimation
- probabilistic model
- hill climbing
- evolutionary algorithm
- incomplete data
- conditional independence
- np hard
- structure learning algorithm
- lower bound