Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection.
Amin HashemiMehdi JoodakiNazanin Zahra JoodakiMohammad Bagher DowlatshahiPublished in: Appl. Soft Comput. (2022)
Keyphrases
- ant colony optimization
- ensemble feature selection
- multi criteria decision making
- ensemble learning
- genetic search
- ensemble methods
- decision makers
- genetic algorithm
- group decision making
- metaheuristic
- multi criteria
- traveling salesman problem
- gene selection
- particle swarm optimization
- analytic hierarchy process
- aco algorithm
- decision making
- feature subset
- multiple criteria
- intuitionistic fuzzy sets
- multi attribute
- prediction accuracy
- search algorithm
- base classifiers
- random forest
- search space
- fuzzy numbers
- feature selection
- multi objective
- optimal solution
- generalization ability
- machine learning methods
- benchmark datasets
- fuzzy sets
- optimization problems
- classification accuracy
- fuzzy measures
- artificial neural networks
- lower bound
- objective function
- clustering algorithm