Created
January 30, 2018 00:02
-
-
Save zhuangh/457b847be7953230fd8604896c4e512d to your computer and use it in GitHub Desktop.
Kruskal method
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
def union_find(u, arr): | |
if arr[u] == u: | |
return u | |
return union_find(arr[u], arr) | |
def union(u, v, arr): | |
arr[union_find(v, arr)] = union_find(u, arr) | |
def kruskal(nodes, edges): | |
mst = [] | |
edges = sorted(edges, key=lambda e: e[2]) | |
arr = [i for i in range(0, len(nodes))] | |
base = ord('A') # for indexing the vertice | |
for e in edges: | |
u, v, w = e | |
u = int(ord(u) - base) | |
v = int(ord(v) - base) | |
if union_find(u, arr) != union_find(v, arr): | |
mst.append(e) | |
union(u, v, arr) | |
return mst | |
#test | |
nodes = list("ABCDEFG") | |
edges = [ ("A", "B", 7), ("A", "D", 5), | |
("B", "C", 8), ("B", "D", 9), ("B", "E", 7), | |
("C", "E", 5), | |
("D", "E", 15), ("D", "F", 6), | |
("E", "F", 8), ("E", "G", 9), | |
("F", "G", 11)] | |
print("kruskal:", kruskal(nodes, edges)) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment