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tsp-solved-by-genetic-algorithm's Introduction

TSP solved by Genetic Algorithm and Simulated Annealing

This is my very first try of solving the Travel Salesman Problem (TSP) using a Genetic algorithm (GA). For this case, the GA was compared in performance with another metaheuristic, the Simulated Annealing (SA).

The GA uses the next operators:

  • Tournament selection (it will be changed for Ranking selection).
  • PMX Crossover
  • Mutation for unrepeated integers.
  • Replacement using a new generation, not in the current generation.

The SA is the simple one, with no modifications.

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