Extending the SVM integration with case based restarting GA to predict solar flare.
Yoshihiko KubotaSetsuo TsurutaTakayuki MuranushiYuko Hada MuranushiRainer KnaufYoshitaka SakuraiErnesto DamianiPublished in: SMC (2017)
Keyphrases
- genetic algorithm ga
- genetic algorithm
- support vector machine svm
- support vector machine
- support vector
- knn
- case based reasoning
- multi class
- svm classifier
- feature space
- fitness function
- classification algorithm
- metaheuristic
- data integration
- neural network
- penalty function
- hybrid genetic algorithm
- simulated annealing
- feature vectors
- artificial neural networks
- feature selection
- genetic programming
- evolutionary algorithm
- expert systems
- training data
- feature extraction
- decision trees
- case base
- optimization method
- hybrid algorithm
- data sets
- solar energy