A comparison between SVM and LSSVM in mid-term electricity market clearing price forecasting.
Xing YanNurul A. ChowdhuryPublished in: CCECE (2013)
Keyphrases
- electricity markets
- ls svm
- least squares support vector machine
- mid term
- least squares
- market clearing
- support vector machine
- software agents
- cross validation
- support vector
- small sample
- generalization ability
- variable selection
- bidding strategies
- market participants
- structural svm
- support vector machine svm
- svm classifier
- forecasting model
- test set
- prediction model
- business models
- rbf neural network
- input variables
- artificial intelligence
- knn
- quadratic programming
- control group
- improved algorithm
- correlation coefficient
- parameter estimation
- model selection
- maximum likelihood
- hyperparameters
- training set
- multi agent systems
- short term