Electromechanical equipment state forecasting based on genetic algorithm - support vector regression.
Ji HuangYucheng BoHuiyuan WangPublished in: Expert Syst. Appl. (2011)
Keyphrases
- support vector regression
- genetic algorithm
- support vector
- regression model
- kernel function
- support vector machine svm
- hybrid model
- forecasting model
- optimal parameters
- electronic equipment
- forecasting accuracy
- support vector classification
- load forecasting
- extreme learning machine
- back propagation neural network
- financial time series forecasting
- response surface methodology
- hybrid genetic
- fitness function
- support vector machine
- wavelet neural network
- evolutionary algorithm
- multi objective
- feature extraction
- neural network
- training data
- wavelet frame
- fuzzy logic