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This paper describes the applicability of genetic algorithms on route optimization with the objective of evaluating its potentialities comparing to other most used techniques. A classical mathematical problem known as Travelling Salesman Problem was used to create the scenery of a given problem that had to be optimized. At the end, the simulation results of a program that operates with genetic algorithms will be compared with the most useful heuristics algorithms.