Various Nature inspired meta-heuristics algorithms are investigated here. Research papers based on Algorithms like Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Particle Swarm Optimization and Bee Colony Optimization are reviewed. Investigations carried out here are based on the classical Traveling Salesman Problem. Results obtained by various researchers are collected, and as a result of the investigation a comparative analysis is produced. The efficiency of each approach is also discussed and highlighted while writing the conclusion.
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