A simple steepest descent method for minimizing Hopfield energy to obtain optimal solution of the TSP with reasonable certainty

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An effective algorithm for the Hopfield neural network model is proposed through its application to the traveling salesman problem. By the estimation of local minimum inside a hypercube of solution space, a threshold value for deciding integer valued solution can be properly chosen. An optimum solution of the TSP is obtained with reasonable certainty.

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