Abstract
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In this paper, an energy function approach for finding roots of a characteristic equation has been proposed. Finding the roots of a characteristics equation is considered as an optimization problem. We demonstrated that this problem can be solved with the application of feedback type neural network. The proposed approach is fast and robust against variation of parameter.
Authors
Deepak Mishra1 and Prem K. Kalra2
Department of Avionics, Indian Institute of Space and Science Technology, Kerala, India1,Department of Electrical Engineering, Indian Institute of Technology Rajasthan, India2
Keywords
Hopfield Neural Network, Energy Function, Eigenvalues, Neural Networks