Maintaining Diversity in an SVM integrated Case Based GA for Solar Flare Prediction.
Yoshio TaniguchiYoshihiko KubotaSetsuo TsurutaYoshiyuki MizunoTakayuki MuranushiYuko Hada MuranushiYoshitaka SakuraiRainer KnaufAndrea KuticsPublished in: SSCI (2019)
Keyphrases
- genetic algorithm ga
- support vector
- genetic algorithm
- support vector machine svm
- prediction accuracy
- knn
- prediction model
- premature convergence
- case based reasoning
- fitness function
- support vector machine
- evolutionary algorithm
- feature space
- predictive model
- least squares support vector machine
- classification algorithm
- support vectors
- radial basis function neural network
- messy genetic algorithm
- metaheuristic
- artificial neural networks
- feature selection
- data sets
- ant colony optimization
- solar energy
- neural network
- evolutionary process
- svm classification
- machine learning
- optimal parameters
- learning algorithm
- multi class classification
- decision trees
- ls svm
- hybrid method
- prediction error
- hyperplane
- kernel methods
- feature vectors
- kernel function