Parameter optimisation using genetic algorithm for support vector machine-based price-forecasting model in National electricity market
Published in IET Generation Transmission & Distribution • Dec 21, 2009
NobleIDNI4P19W98R87S32
Authors:,,
Lalit Mohan Saini
S. K. Aggarwal
Ashwani Kumar
Abstract
The parameter selection is very important for successful modelling of input–output relationship in a function approximation model. In this study, support vector machine (SVM) has been used as a function approximation tool for a price series and genetic algorithm (GA) has been utilised for optimisati...
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