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60 changes: 60 additions & 0 deletions backtracking/m_coloring_problem.py
Original file line number Diff line number Diff line change
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def is_safe(node: int, color: int, graph: list[list[int]], num_vertices: int,
col: list[int]) -> bool:
"""
Check if it is safe to assign a color to a node.

>>> is_safe(0, 1, [[0,1],[1,0]], 2, [0,1])
False
>>> is_safe(0, 2, [[0,1],[1,0]], 2, [0,1])
True
"""
return all(not (graph[node][k] == 1 and col[k] == color)
for k in range(num_vertices))


def solve(node: int, col: list[int], max_colors: int, num_vertices: int,
graph: list[list[int]]) -> bool:
"""
Recursively try to color the graph using at most max_colors.

>>> solve(0, [0]*3, 3, 3, [[0,1,0],[1,0,1],[0,1,0]])
True
>>> solve(0, [0]*3, 2, 3, [[0,1,0],[1,0,1],[0,1,0]])
False
"""
if node == num_vertices:
return True
for c in range(1, max_colors + 1):
if is_safe(node, c, graph, num_vertices, col):
col[node] = c
if solve(node + 1, col, max_colors, num_vertices, graph):
return True
col[node] = 0
return False


def graph_coloring(graph: list[list[int]], max_colors: int,
num_vertices: int) -> bool:
"""
Determine if the graph can be colored with at most max_colors.

>>> graph_coloring([[0,1,1],[1,0,1],[1,1,0]], 3, 3)
True
>>> graph_coloring([[0,1,1],[1,0,1],[1,1,0]], 2, 3)
False
"""
col = [0] * num_vertices
return solve(0, col, max_colors, num_vertices, graph)


if __name__ == "__main__":
num_vertices = int(input())
num_edges = int(input())
graph = [[0]*num_vertices for _ in range(num_vertices)]
for _ in range(num_edges):
u, v = map(int, input().split())
graph[u][v] = 1
graph[v][u] = 1
max_colors = int(input())
col = [0]*num_vertices
print(solve(0, col, max_colors, num_vertices, graph))
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