Fitness Approximation in Estimation of Distribution Algorithms for Feature Selection.
Haixia ChenSenmiao YuanKai JiangPublished in: Australian Conference on Artificial Intelligence (2005)
Keyphrases
- estimation of distribution algorithms
- feature subset selection
- feature selection
- evolutionary algorithm
- genetic algorithm
- genetic programming
- feature subset
- evolutionary computation
- multi objective
- combinatorial optimization problems
- selected features
- multi objective optimization
- fitness function
- feature extraction
- text classification
- particle swarm optimization algorithm
- support vector machine
- continuous domains
- feature selection algorithms
- machine learning
- dimensionality reduction
- optimization problems
- feature space
- support vector
- neural network
- crossover and mutation
- selection algorithm
- combinatorial optimization
- optimization method
- differential evolution
- random variables
- model selection
- simulated annealing
- probability distribution
- classification accuracy