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Genetic Algorithm To Solve The k-TSP

This repository contains the experiment of a new solution for the Traveling Salesman Subset Problem (OTSSP or k-TSP) using a combination of genetic algorithms and the nearest neighbor algorithm. It introduces three new features:

  • Crossover operator
  • Variable mutation probability
  • Mutation operator that adds a new city

Comparative experiments were carried out in several instances of the problem, demonstrating superior performance in 61.11% of the cases compared to the Singamsetty et al. 2021.