Forecast model for inner corrosion rate of oil pipeline based on PSO-SVM.
Jingcheng LiuHongtu WangZhi-Gang YuanPublished in: Int. J. Simul. Process. Model. (2012)
Keyphrases
- support vector
- support vector machine svm
- particle swarm optimization pso
- particle swarm optimization
- support vector machine
- particle swarm optimizer
- particle swarm optimization algorithm
- knn
- pso algorithm
- feature vectors
- svm classifier
- feature selection
- optimal parameters
- global optimization
- multi class classification
- multi objective
- svm classification
- generalization ability
- classification method
- kernel methods
- particle swarm optimisation
- hybrid algorithm
- particle swarm
- bp neural network
- machine learning
- hybrid pso
- candidate pruning
- classification algorithm
- kernel function
- optimization algorithm
- swarm intelligence
- multi class
- shuffled frog leaping algorithm
- data sets
- training data
- working set
- oil spill
- feature space
- training set
- evolutionary algorithm
- simulated annealing
- ls svm
- hyperplane
- radial basis function