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October 22, 2021 11:54
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Generate a random tree with n nodes using a Prüfer sequence.
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""" | |
Generate a random tree with n nodes using a Prüfer sequence. | |
Can be used for creating test cases in competitive programming. | |
Time complexity: O(n^2) | |
Algorithm: https://en.wikipedia.org/wiki/Pr%C3%BCfer_sequence | |
""" | |
import random | |
# Nodes are numbered 1 - n | |
n = 100 | |
prufer_seq = [random.randint(1, n) for _ in range(n - 2)] | |
edges = [] | |
deg = [1] * (n + 1) | |
for i in prufer_seq: | |
deg[i] += 1 | |
for i in prufer_seq: | |
for j in range(1, n + 1): | |
if deg[j] == 1: | |
edges.append([i, j]) | |
deg[i] -= 1 | |
deg[j] -= 1 | |
break | |
# Last edge | |
u, v = [i for i in range(1, n + 1) if deg[i] == 1] | |
edges.append([u, v]) | |
# Randomize edges | |
random.shuffle(edges) | |
for i in range(n - 1): | |
random.shuffle(edges[i]) | |
for u, v in edges: | |
print(u, v) |
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