The SVM Optimized by Culture Genetic Algorithm and its Application in Forecasting Share Price.
Jian-guo ZhouTao BaiChao SuoPublished in: GrC (2008)
Keyphrases
- genetic algorithm
- support vector
- support vector machine svm
- support vector machine
- optimal parameters
- genetic algorithm is employed
- support vector regression
- wavelet support vector machine
- multi class
- forecasting accuracy
- fitness function
- knn
- short term
- feature selection
- generalization ability
- multi objective
- svm classifier
- multi class svm
- classification algorithm
- svm classification
- training data
- neural network
- hybrid model
- hyperplane
- kernel function
- genetic algorithm ga
- box jenkins
- genetic programming
- fuzzy logic
- feature vectors
- evolutionary algorithm
- weather forecasting
- multi class classification
- long term
- k nearest neighbor
- feature space
- differential evolution
- metaheuristic
- forecasting model
- artificial neural networks
- grey model
- text categorization
- load forecasting
- hybrid algorithm
- e learning
- exchange rate
- kernel methods
- support vectors
- ls svm
- radial basis function