Using an enhanced Self-Organizing Map method, we provided suboptimal
solutions to the Traveling Salesman Problem. Besides, we employed
hyperparameter tuning to identify the most critical features in the algorithm.
All improvements in the benchmark work brought consistent results and may
inspire future efforts to improve this algorithm and apply it to different