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51 changes: 51 additions & 0 deletions Graph/BellmanFordShortestPath.py
Original file line number Diff line number Diff line change
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"""
BellFord is one of the SSSP(Single Source Shortest Path) Algorithms.
Its complexity is much worse than Dijkstra Algorithm - O(VE).
It is useful in those cases where edge weights are negative.
It is also useful to find negative cycles.
"""

from collections import defaultdict as dd
from sys import maxsize


class Graph:
def __init__(self, vertices):
self.adjmat = dd(dict)
self.vertices = vertices
self.ordering = [0 for i in range(self.vertices)]
self.vis = [False for i in range(self.vertices)]
for i in range(vertices):
self.adjmat[i] = dd(int)

def insert(self, u, v, w=1):
self.adjmat[u][v] = w

def bellman_ford(self, source):
dist = [maxsize for i in range(self.vertices)]
dist[source] = 0
for _ in range(self.vertices - 1):
for i in self.adjmat.keys():
for j in self.adjmat[i].keys():
dist[j] = min(dist[j], dist[i] + self.adjmat[i][j])
# Checking for the negative cycles
for _ in range(self.vertices - 1):
for i in self.adjmat.keys():
for j in self.adjmat[i].keys():
# If a better answer exists for a node than it is in negative cycle
# or is being affected by some negative cycle.
if dist[j] > dist[i] + self.adjmat[i][j]:
dist[j] = -maxsize
return dist


G = Graph(6)
G.insert(0, 1, 3)
G.insert(0, 5, 5)
G.insert(1, 5, -9)
G.insert(1, 3, 6)
G.insert(5, 3, -8)
G.insert(3, 2, 5)
G.insert(3, 4, 7)
G.insert(2, 4, 4)
print(G.bellman_ford(0))