World Academy of Science, Engineering and Technology
Published February 28, 2008 | Version 6555
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Enhanced Traveling Salesman Problem Solving by Genetic Algorithm Technique (TSPGA)

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Description

The well known NP-complete problem of the Traveling Salesman Problem (TSP) is coded in genetic form. A software system is proposed to determine the optimum route for a Traveling Salesman Problem using Genetic Algorithm technique. The system starts from a matrix of the calculated Euclidean distances between the cities to be visited by the traveling salesman and a randomly chosen city order as the initial population. Then new generations are then created repeatedly until the proper path is reached upon reaching a stopping criterion. This search is guided by a solution evaluation function.

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