Please write an ant colony algorithm using python

I can write an ant colony algorithm program in Python, which can simulate the process of wild ants finding the best path. The core algorithm of the program can be divided into three steps: (1) initialize the solution, (2) update the pheromone, (3) update the path. When the program is run for the first time, a series of random solutions are generated as the initial solution, and then the pheromones are updated according to the cost and pheromone concentration of each path, and finally the paths are updated according to these pheromones. When the ant colony algorithm is finished running, the best path can be obtained.