Ant colony algorithm and Genetic algorithm are considered as the most important and advanced Evolutionary algorithms. These two algorithms have got extensive real world applications and solutions for optimization problems. One such type is the multiple travelling salesmen problem. The research finds a better solution for this problem and further research on these algorithm would find even more better solutions.