Project Title: som-tsp: Solving the Traveling Salesman Problem with Self-Organizing Maps
(Published on January 21, 2018 by Diego Vicente)
project address:
GitHub address: https://github.com/DiegoVicen/som-tsp
Original address (English): https://diego.codes/post/som-tsp/
Chinese translation (compile: Bing): https://mp.weixin.qq.com/s/O7UHeTFfcJ1FjNShVe9wtA
Running project:
Software environment: CentOS7+python3.6
Hardware environment: Inteli3+4G
There are dependent python libraries (matplotlib, numpy, pandas) in the requirements.txt of the project. If they are not installed, use pip to install them.
$ python -m pip install matplotlib $ python -m pip install pandas $ python -m pip install numpy
Run the project:
$ cd som-tsp $ ls assert fi10639.tsp it16862.tsp qa194.tsp uy734.tsp $ python src/main.py assets/qa194.tsp Problem with 194 cities read. Network of 1552 neurons created. Starting the iterations: Radius has completely decayed, finishing execution at 24487 iterations Route found of length 9983.850809148884
result:
