To understand the Mutation and Crossover functions, please refer to this link.

This problem is usually a bit harder to optimize.

I added the 1-circle and 2-circle locations because it's known which way is the optimal one.

Note: The distance graph doesn't track duplicant points.

Note: This project uses C# and Python3.