Information-Theory-based Nondominated Sorting Ant Colony Optimization for Multiobjective Feature Selection in Classification.
Ziqian WangShangce GaoMengChu ZhouSyuhei SatoJiujun ChengJiahai WangPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- ant colony optimization
- information theory
- feature selection
- multi objective
- information theoretic
- particle swarm optimization
- metaheuristic
- bi objective
- swarm intelligence
- classification accuracy
- ant colony
- jensen shannon divergence
- mutual information
- traveling salesman problem
- text classification
- aco algorithm
- ant colony optimization algorithm
- multiobjective optimization
- machine learning
- genetic algorithm
- feature selection algorithms
- pareto optimal solutions
- nature inspired
- ant colonies
- combinatorial optimization problems
- ant colony algorithm
- feature space
- aco algorithms
- conditional entropy
- pareto optimal
- model selection
- support vector machine
- supervised learning
- foraging behavior
- artificial ants
- decision trees
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization pso
- multi class
- optimization problems
- multi objective optimization
- feature subset
- artificial bee colony
- global optimization
- selection criterion
- multiple objectives
- computer vision