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December 16, 2015 05:49
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Just a simulator for the problem posed by Geordie Rose here: http://dwave.wordpress.com/2008/03/03/i-am-gamblor/
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| from __future__ import division | |
| import random | |
| totalPaid=0 | |
| numRuns=0 | |
| maxRuns=100000 | |
| maxRuns=10000 | |
| amountCharged=1 | |
| def flipCoins(): | |
| result=0 | |
| num=-1 | |
| while result < 0.5: | |
| result=random.random() | |
| num+=1 | |
| # if num >=3: | |
| # return 3 | |
| else: | |
| return num | |
| dist={} | |
| for i in xrange(maxRuns): | |
| numToGetTail = flipCoins() | |
| # print "numtails=", numToGetTail | |
| if dist.has_key(numToGetTail) == 0: dist[numToGetTail] = 1 | |
| else: dist[numToGetTail] += 1 | |
| if numToGetTail > 0: | |
| payout = 2**(numToGetTail-1) | |
| else: | |
| payout = 0 | |
| # print "payout=", payout | |
| totalPaid += payout - amountCharged | |
| numRuns += 1 | |
| print "average paid out=", totalPaid/numRuns | |
| print "average paid out div by 4=", totalPaid/numRuns/4 | |
| print "total paid out=", totalPaid | |
| for i in sorted(dist.keys()): | |
| print i,"=",dist[i]/maxRuns |
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