Soft-Sensors for Lipid Fermentation Variables Based on PSO Support Vector Machine (PSO-SVM).
Carlos Eduardo Robles-RodriguezCarine BideauxGilles RouxCarole Molina-JouveCesar Arturo Aceves-LaraPublished in: DCAI (2016)
Keyphrases
- support vector machine
- particle swarm optimization pso
- particle swarm optimization
- particle swarm optimization algorithm
- pso algorithm
- support vector machine svm
- svm classifier
- support vector
- particle swarm optimizer
- particle swarm optimisation
- optimal parameters
- multi class
- feature selection
- particle swarm
- optimization algorithm
- classification algorithm
- kernel function
- svm classification
- feature vectors
- swarm intelligence
- kernel methods
- hyperplane
- decision forest
- bp neural network
- training data
- hybrid algorithm
- multi objective
- genetic algorithm ga
- generalization ability
- knn
- small sample
- training set
- linear support vector machines
- k nearest neighbor
- data fusion
- multi class svm
- maximum margin
- learning algorithm
- high classification accuracy
- support vector machine classifiers
- candidate pruning
- sensor data
- hybrid method
- artificial neural networks
- convergence speed
- classification method
- differential evolution
- global optimization