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39 lines
958 B
Python

#https://gist.github.com/ivanGzz/243a453ba6499a49027c19cac60471f6
import random
import math
limit = 1000
acc = 0
results = []
exp = 1000
for i in range(exp):
color = 0
amount = 10000
max_amount = amount
bid = 1
count = 0
while count < limit and amount > 0 :
amount = amount - bid
next = random.randint(0, 1)
if next == color :
amount = amount + bid + bid
bid = 1
# color = 1 if color == 0 else 0
if amount > max_amount:
max_amount = amount
else :
bid = bid + bid
count = count + 1
acc = acc + max_amount
results.append(max_amount)
print("Exp {}".format(i))
avg = acc / exp
acc = 0
for i in range(len(results)):
acc = acc + math.pow(results[i] - avg, 2)
std = math.sqrt(acc / exp)
print("Average max amount earned {} with standard deviation {}".format(avg, std))