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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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