An Optimization Algorithm with Novel Flexible Grid: Applications to Parameter Decision in LS-SVM.
Weishang GaoCheng ShaoQin GaoPublished in: J. Comput. Sci. Eng. (2015)
Keyphrases
- optimization algorithm
- ls svm
- least squares support vector machine
- multi objective
- least squares
- control parameters
- bp neural network
- particle swarm optimization pso
- support vector machine
- variable selection
- prediction model
- cross validation
- differential evolution
- decision making
- optimization method
- rbf neural network
- improved algorithm
- correlation coefficient
- generalization ability
- particle swarm optimisation
- learning algorithm
- parameter settings
- support vector
- input variables
- decision trees
- radial basis function
- knn
- multi class
- nsga ii
- training data
- fuzzy logic