New mechanism for archive maintenance in PSO-based multi-objective feature selection.
Bach Hoai NguyenBing XueIvy LiuPeter AndreaeMengjie ZhangPublished in: Soft Comput. (2016)
Keyphrases
- multi objective
- feature selection
- particle swarm optimization
- multi objective optimization
- optimization algorithm
- evolutionary algorithm
- multiobjective optimization
- genetic algorithm
- pso algorithm
- text categorization
- particle swarm optimization pso
- multiple objectives
- objective function
- feature set
- mutual information
- nsga ii
- feature selection algorithms
- pareto optimal
- multi class
- dimensionality reduction
- conflicting objectives
- model selection
- selection mechanism
- genetic programming
- differential evolution
- computational model
- classification accuracy
- multiobjective evolutionary algorithm
- feature space
- multi objective evolutionary
- multi objective genetic algorithms
- data sets
- preventive maintenance
- simulated annealing and tabu search
- optimum design
- evolutionary optimization
- method for feature selection
- multi objective evolutionary algorithms
- bi objective
- classification models
- microarray data
- high dimensionality
- support vector machine
- trade off
- support vector
- feature extraction
- machine learning
- neural network