The TSP is the problem of a salesman who wants to find the shortest possible trip through a set of cities on his tour of duty, visiting each and every city exactly once and the goal is to find the shortest tour that allows each city to be visited once and only once by the salesman. This problem can be represented by a graph; the vertices correspond to the cities and the