A BPSO-SVM algorithm based on memory renewal and enhanced mutation mechanisms for feature selection.
Jiaxuan WeiRuisheng ZhangZhixuan YuRongjing HuJianxin TangChun GuiYongna YuanPublished in: Appl. Soft Comput. (2017)
Keyphrases
- feature selection
- support vector machine svm
- classification algorithm
- computational complexity
- multi class classification
- k means
- learning algorithm
- optimal solution
- support vector
- feature selection algorithms
- memory space
- optimization algorithm
- np hard
- genetic algorithm
- multi class
- memory requirements
- machine learning
- particle swarm optimization
- simulated annealing
- neural network
- objective function
- optimal parameters
- support vector classification
- kernel function
- knn
- evolutionary algorithm
- search space
- feature space