Using PSO algorithm to evolve an optimum input subset for a SVM in time series forecasting.
Chunkai ZhangHong HuPublished in: SMC (2005)
Keyphrases
- pso algorithm
- particle swarm optimization
- particle swarm optimization pso
- global optimization
- particle swarm optimization algorithm
- test functions
- support vector machine svm
- convergence speed
- support vector
- faster convergence
- particle swarm optimisation
- particle swarm
- support vector machine
- premature convergence
- inertia weight
- swarm intelligence
- nature inspired
- hybrid pso
- adaptive particle swarm optimization
- knn
- multi objective
- cauchy mutation
- genetic algorithm ga
- hybrid algorithm
- global optimization problems
- differential evolution
- step size
- genetic algorithm
- kernel function
- feature selection
- optimal parameters
- particle swarm optimizer
- metaheuristic
- optimization algorithm