Support vector regression based on optimal training subset and adaptive particle swarm optimization algorithm.
JinXing ChePublished in: Appl. Soft Comput. (2013)
Keyphrases
- particle swarm optimization algorithm
- support vector
- particle swarm optimization
- convergence speed
- training examples
- particle swarm
- global search
- feature selection
- multilevel thresholding
- inertia weight
- dynamic programming
- training set
- pso algorithm
- feature subset
- classification accuracy
- support vector regression
- cross validation
- training algorithm
- learning algorithm
- optimal solution
- estimation of distribution algorithms
- learning machines
- evolution strategy
- evolutionary algorithm
- exhaustive search
- generalization ability
- particle swarm optimization pso