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103 changes: 103 additions & 0 deletions Algorithms/Boruvka-s-Algorithm.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,103 @@
class Graph:
def __init__(self, vertices):
self.Destination = vertices
self.edges = []
self.component = {}
def add_edge(self, Source, Destination, weight):
self.edges.append([Source, Destination, weight])
def find_component(self, Source):
if self.component[Source] == Source:
return Source
return self.find_component(self.component[Source])

def set_component(self, Source):
if self.component[Source] == Source:
return
else:
for k in self.component.keys():
self.component[k] = self.find_component(k)

def union(self, component_size, Source, Destination):
if component_size[Source] <= component_size[Destination]:
self.component[Source] = Destination
component_size[Destination] += component_size[Source]
self.set_component(Source)

elif component_size[Source] >= component_size[Destination]:
self.component[Destination] = self.find_component(Source)
component_size[Source] += component_size[Destination]
self.set_component(Destination)

print(self.component)

def boruvka(self):
component_size = []
mst_weight = 0

minimum_weight_edge = [-1] * self.Destination

for node in range(self.Destination):
self.component.update({node: node})
component_size.append(1)

num_of_components = self.Destination

print("---------Forming MST------------")
while num_of_components > 1:
for i in range(len(self.edges)):

Source = self.edges[i][0]
Destination = self.edges[i][1]
w = self.edges[i][2]

Source_component = self.component[Source]
Destination_component = self.component[Destination]

if Source_component != Destination_component:
if minimum_weight_edge[Source_component] == -1 or \
minimum_weight_edge[Source_component][2] > w:
minimum_weight_edge[Source_component] = [Source, Destination, w]
if minimum_weight_edge[Destination_component] == -1 or \
minimum_weight_edge[Destination_component][2] > w:
minimum_weight_edge[Destination_component] = [Source, Destination, w]

for node in range(self.Destination):
if minimum_weight_edge[node] != -1:
Source = minimum_weight_edge[node][0]
Destination = minimum_weight_edge[node][1]
w = minimum_weight_edge[node][2]

Source_component = self.component[Source]
Destination_component = self.component[Destination]

if Source_component != Destination_component:
mst_weight += w
self.union(component_size, Source_component, Destination_component)
print("edge_Added [" + str(Source) + " - "
+ str(Destination) + "]\n"
+ "weight_Added: " + str(w) + "\n")
num_of_components -= 1

minimum_weight_edge = [-1] * self.Destination
print("-------------MAXMULLER---------------------")
print("The minimum spanning tree is overall weighed is: " + str(mst_weight))

g = Graph(9)
g.add_edge(0, 1, 4)
g.add_edge(0, 6, 7)
g.add_edge(1, 6, 11)
g.add_edge(1, 7, 20)
g.add_edge(1, 2, 9)
g.add_edge(2, 3, 6)
g.add_edge(2, 4, 2)
g.add_edge(3, 4, 10)
g.add_edge(3, 5, 5)
g.add_edge(4, 5, 15)
g.add_edge(4, 7, 1)
g.add_edge(4, 8, 5)
g.add_edge(5, 8, 12)
g.add_edge(6, 7, 1)
g.add_edge(7, 8, 3)
g.boruvka()

#by: Max Muller
1 change: 1 addition & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -336,3 +336,4 @@ All *Contributions* of the *Contributors* can be found in the [__Contributions__
</td>
</tr>
</table>