Solving the Traveling Salesman Problem using Self-Organizing Maps with python
som-tsp
Solving the Traveling Salesman Problem using Self-Organizing Maps
This repository contains an implementation of a Self Organizing Map that can be used to find sub-optimal solutions for the Traveling Salesman Problem. The instances of the problems that the program supports are .tsp files, which is a widespread format in this problem. All the source code can be found in the src directory, while a report and brief presentation slides (in Spanish) can be found in the report folder.
To run the code, only Python 3 and the dependencies (matplotlib, numpy and pandas, which are included in the Anaconda distribution by default) are needed. In case you are not using Anaconda, you can install all the dependencies with:
pip install -r requirements.txt