ICTACT Journal on Soft Computing

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An Energy Function Approach for Finding Roots of Characteristic Equation


Affiliations
1 Department of Avionics, Indian Institute of Space Science and Technology, Kerala, India
2 Department of Electrical Engineering, Indian Institute of Technology, Rajasthan, India
     

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In this paper, an energy function approach for finding ischolar_mains of a characteristic equation has been proposed. Finding the ischolar_mains 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.

Keywords

Hopfield Neural Network, Energy Function, Eigenvalues, Neural Networks.
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  • An Energy Function Approach for Finding Roots of Characteristic Equation

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Authors

Deepak Mishra
Department of Avionics, Indian Institute of Space Science and Technology, Kerala, India
Prem K. Kalra
Department of Electrical Engineering, Indian Institute of Technology, Rajasthan, India

Abstract


In this paper, an energy function approach for finding ischolar_mains of a characteristic equation has been proposed. Finding the ischolar_mains 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.

Keywords


Hopfield Neural Network, Energy Function, Eigenvalues, Neural Networks.