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In this case study, the renowned Travelling Salesmen problem has beenstudied. Travelling Salesman problem is a most demanding computational problemin Computer Science. The Travelling Salesmen problem has been solved by twodifferent ways using Hopfield Network. The main theory of the problem is tofind distance and connectedness between nodes in a graph having edges betweenthe nodes. The basic algorithm used for this problem is Djikstra's Algorithm.But till now , a number of such algorithms have evolved. Among them(some otheralgorithms) , are distinct and have been proved to solve the travellingsalesmen problem by graph theory.

Solving The Travelling Salesmen Problem using HNN and HNN-SA algorithms