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Automatika : journal for control, measurement, electronics, computing and communications, Vol.52 No.4 March 2012. -

This paper deals with analytical and simulation approach for choice of activation functions and instead of a number of nodes for a class of neural network controllers for frequency control of thermal power systems. Neural network update laws are derived via Lyapunov like stability analysis. When number of nodes is fixed, then simulation analysis is conducted to find the best performer activation function. Best performance is chosen using integral error criteria and proper statistical tests.

Choice of activation functions; Number of nodes; Neural network control



Autor: Ognjen Kuljača - ; Brodarski Institute, Avenija Većeslava Holjevca 20, HR-10000 Zagreb, Croatia Krunoslav Horvat - ; Brodarski

Fuente: http://hrcak.srce.hr/



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