Exploiting Bivariate Dependencies to Speedup Structure Learning in Bayesian Optimization Algorithm.
Amin NikanjamAdel RahmaniPublished in: J. Comput. Sci. Technol. (2012)
Keyphrases
- optimization algorithm
- structure learning
- bayesian networks
- dependency structure
- graphical models
- multi objective
- parameter learning
- conditional independence
- parameter estimation
- differential evolution
- markov logic networks
- bayesian network classifiers
- optimization method
- posterior probability
- markov networks
- transfer learning
- evolutionary multi objective
- maximum likelihood
- probabilistic model
- sample size
- posterior distribution
- network structure
- conditional probabilities
- random variables
- genetic algorithm
- least squares
- maximum likelihood estimation
- artificial bee colony
- probability distribution
- hybrid optimization algorithm
- learning algorithm