Theoretical and Empirical Investigations on Difficulty in Structure Learning by Estimation of Distribution Algorithms.
Miwako TsujiMasaharu MunetomoKiyoshi AkamaPublished in: SMC (2006)
Keyphrases
- structure learning
- estimation of distribution algorithms
- bayesian networks
- graphical models
- feature subset selection
- conditional independence
- evolutionary algorithm
- evolutionary computation
- genetic programming
- particle swarm optimization algorithm
- transfer learning
- bayesian network classifiers
- continuous domains
- multi objective
- genetic algorithm
- combinatorial optimization
- sample size
- network structure
- multi objective optimization
- combinatorial optimization problems
- continuous variables
- parameter estimation
- markov networks
- neural network
- maximum likelihood estimation
- pairwise
- reinforcement learning
- particle swarm optimization
- probabilistic model
- data mining