An application of genetic algorithm and least squares support vector machine for tracing the transmission loss in deregulated power system

An application of genetic algorithm and least squares support vector machine for tracing the transmission loss in deregulated power system

This paper proposes a new method to trace the transmission loss in deregulated power system by applying Genetic Algorithm (GA) and Least Squares Support Vector Machine (LS-SVM). The idea is to use GA as an optimizer to find the optimal values of hyper-parameters of LS-SVM and adopt a supervised lear...

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Bibliographic Details
Main Authors: M. W., Mustafa, H., Shareef, M. H., Sulaiman, S. N., Abd. Khalid, S. R., Abd. Rahim, Omar, Aliman
Format: Conference or Workshop Item
Language:English
Published: IEEE 2011
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/26118/
http://umpir.ump.edu.my/id/eprint/26118/1/An%20application%20of%20genetic%20algorithm%20and%20least%20squares%20support%20vector%20machine.pdf

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