Support vector machines based on Lyapunov exponents in power load forecasting model.
Dongxiao NiuYongli WangZhihong GuPublished in: APCCAS (2008)
Keyphrases
- forecasting model
- support vector
- lyapunov exponents
- support vector regression
- short term
- chaotic dynamics
- ls svm
- dynamical systems
- nonlinear dynamics
- bp neural network
- long term
- kernel function
- stock index futures
- prediction model
- support vector machine
- classification accuracy
- svm classifier
- cross validation
- generalization ability
- cellular automata
- feature selection
- radial basis function
- feature space
- hyperparameters
- ecg signals
- control system