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

• Main Authors: Mustafa, Mohd. Wazir, Sulaiman, M. H., Shareef, H., Abdul Khalid, Saifulnizam, Abd. Rahim, S. R., Alima, O.
• Format: Book Section
• Published: IEEE Explorer 2011
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/28650/; http://dx.doi.org/10.1109/PEOCO.2011.5970400

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...