A novel hybrid PSO- and GS-based hyperparameter optimization algorithm for support vector regression.
Mustafa AçikkarYunus AltunkolPublished in: Neural Comput. Appl. (2023)
Keyphrases
- optimization algorithm
- support vector regression
- hybrid pso
- particle swarm optimization pso
- hybrid model
- pso algorithm
- multi objective
- support vector
- differential evolution
- hyperparameters
- regression model
- hybrid particle swarm optimization
- hybrid algorithm
- optimization method
- swarm intelligence
- support vector machine svm
- model selection
- kernel function
- global optima
- artificial bee colony
- standard pso
- inertia weight
- premature convergence
- particle swarm optimisation
- particle swarm optimization
- control parameters
- multiobjective optimization
- particle swarm optimization algorithm
- mutation operator
- training data
- bp neural network
- data mining
- pattern recognition
- search space
- feature selection