Solar flare prediction by SVM integrated GA.
Yukiko YamamotoSetsuo TsurutaTakayuki MuranushiYuko Hada MuranushiSyoji KobashiYoshiyuki MizunoRainer KnaufPublished in: CEC (2016)
Keyphrases
- solar energy
- genetic algorithm ga
- support vector machine svm
- support vector
- genetic algorithm
- prediction accuracy
- support vector machine
- predictive model
- knn
- machine learning
- multi class
- feature selection
- feature space
- evolutionary algorithm
- prediction algorithm
- least squares support vector machine
- fitness function
- svm classifier
- hybrid ga
- artificial neural networks
- classification method
- feature vectors
- generalization ability
- multi class svm
- parallel genetic algorithm
- multi objective
- hybrid genetic algorithm
- svm classification
- neural network
- ls svm
- hybrid algorithm
- particle swarm optimization pso
- kernel methods
- optimization method
- differential evolution
- classification algorithm
- feature extraction
- logistic regression
- training data
- optimization algorithm
- genetic programming