Multi-objective feature selection using hybridization of a genetic algorithm and direct multisearch for key quality characteristic selection.
An-Da LiBing XueMengjie ZhangPublished in: Inf. Sci. (2020)
Keyphrases
- multi objective
- genetic algorithm
- feature selection
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization
- forward selection
- multiobjective optimization
- crossover and mutation
- high quality
- multi objective optimization problems
- nsga ii
- multiple objectives
- text categorization
- evolutionary optimization
- selection strategy
- machine learning
- selection criterion
- parameter optimization
- genetic search
- conflicting objectives
- selection algorithm
- data quality
- objective function
- evolutionary computation
- hybrid algorithm
- quality measures
- selection operator
- optimization method
- bi objective
- fitness function
- selecting relevant features
- neural network
- multi objective evolutionary
- support vector
- trade off
- knn
- mutual information
- genetic programming
- genetic algorithm ga
- pareto optimal
- crossover operator
- microarray data
- feature selection algorithms
- information gain