Improved binary particle swarm optimization for feature selection with new initialization and search space reduction strategies.
An-Da LiBing XueMengjie ZhangPublished in: Appl. Soft Comput. (2021)
Keyphrases
- search space reduction
- binary particle swarm optimization
- feature selection
- binary gravitational search algorithm
- global optimization
- search space
- particle swarm
- higher recognition rate
- feature set
- text categorization
- feature space
- particle swarm optimization
- fitness function
- evolutionary computation
- feature selection algorithms
- search strategies
- artificial neural networks
- data streams