Modified Hopfield Neural Network Approach for Solving Nonlinear Algebraic Equations
Deepak Kumar Mishra, Prem Kumar Kalra · 2007
In this paper, we present an neural network approach to solve a set of nonlinear equations. A modified Hopfield network has been developed to optimize a energy function. This approach provides faster convergence and extremely accurate solutions for all solvable systems. We solved and discussed several illustrative examples in order to depict the powerfulness of the proposed method.