Optimization of SVM Parameters Based on PSO Algorithm.
Xueying ZhangYueling GuoPublished in: ICNC (1) (2009)
Keyphrases
- pso algorithm
- global optimization
- particle swarm optimization
- particle swarm
- faster convergence
- inertia weight
- particle swarm optimization pso
- global optimization problems
- convergence speed
- particle swarm optimisation
- particle swarm optimization algorithm
- test functions
- parameter optimization
- support vector
- differential evolution
- support vector machine svm
- global search
- optimization algorithm
- optimal parameters
- hybrid algorithm
- knn
- adaptive particle swarm optimization
- premature convergence
- improved pso algorithm
- parameter settings
- parameter values
- multi objective
- control parameters
- search capabilities
- pid controller
- particle swarm optimizer
- swarm intelligence
- support vector machine
- evolutionary algorithm
- metaheuristic
- hybrid pso