Created
December 19, 2017 11:16
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from random import random | |
max_population = 10 | |
iterations = 100000 | |
for n in range(2, max_population): | |
probability = 1.0/n | |
success_count, fail_count = 0, 0 | |
success_rounds, fail_rounds = [], [] | |
for j in range(iterations): | |
round = 0 | |
not_talked = n | |
while True: | |
round += 1 | |
talked = 0 | |
for i in range(not_talked): | |
if random() < probability: | |
talked += 1 | |
if talked == 1: | |
# success case | |
not_talked -= 1 | |
elif talked > 1: | |
# fail case | |
fail_count += 1 | |
fail_rounds.append(round) | |
break | |
if not_talked == 0: | |
# everyone has talked | |
success_count += 1 | |
success_rounds.append(round) | |
break | |
print ( | |
n, # population | |
100.0 * success_count / iterations, # success percetage | |
100.0 * fail_count / iterations, # fail percetage | |
sum(success_rounds) * 1.0 / len(success_rounds), # average of rounds of successful games | |
sum(fail_rounds) * 1.0 / len(fail_rounds), # average of rounds of failed games | |
) |
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