/TSP-with-HillClimbing

Travelling Salesman Problem implementation with Hill Climbing Algorithm

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

TSP-with-HillClimbing

Travelling Salesman Problem implementation with Hill Climbing Algorithm

##Input Input of this algorithm is a 2D array of coordinate of cities. For example:

coordinate = np.array([[1,2], [30,21], [56,23], [8,18], [20,50], [3,4], [11,6], [6,7], [15,20], [10,9], [12,12], [46,17], [60,55], [100,80], [16,13]])

##Output Output of the algorithm is a list of integers which indicates numbers of cities order(starts from zero) and the lenght of the path. For example:

The solution is 
 [3, 7, 5, 0, 6, 9, 10, 14, 8, 1, 11, 2, 13, 12, 4] 
The path length is 
 283.8355158499078

There is a function names "graph" which can draw the graph of the cities. (nodes are the numbers of the cities. The first city's node color is green.) For example:

Graph