Towards an optimal support vector machine classifier using a parallel particle swarm optimization strategy.
Hui-Ling ChenBo YangSujing WangGang WangDayou LiuHuai Zhong LiWenbin LiuPublished in: Appl. Math. Comput. (2014)
Keyphrases
- optimization strategy
- particle swarm
- support vector machine classifier
- particle swarm optimization
- particle swarm optimization algorithm
- optimization method
- multi objective
- optimization algorithm
- swarm intelligence
- improved algorithm
- evolutionary algorithm
- pso algorithm
- closed form
- differential evolution
- initial solution
- optimization methods
- fitness function
- hybrid algorithm
- optimal solution
- machine learning
- global optimization
- starting point
- feature space
- convergence speed
- training data
- feature extraction
- computer vision
- artificial intelligence
- genetic algorithm