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   Standing in Line
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   Author  Topic: Standing in Line  (Read 777 times)
ThudnBlunder
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Standing in Line  
« on: Nov 12th, 2003, 4:38am »
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A cinema is offering a free ticket to the first person with the same birthday as someone ahead of him/her in the queue.  Ignoring leap years, and assuming a uniform distribution of birthdays, where in the queue should you stand in order to maximize your chances of winning?
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towr
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Re: Standing in Line  
« Reply #1 on: Nov 12th, 2003, 5:10am »
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::I would suppose you'd want x persons in front of you, all with different birthdays, giving you a chance of x/365 that one of them will have your birthday. And then maximize for x, which isn't too hard to find then.. I hope.. Tongue
hmm.. I expected a better chance than 173158 in 5357635 ~= 3.2%
::
« Last Edit: Nov 12th, 2003, 5:18am by towr » IP Logged

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Eigenray
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Re: Standing in Line  
« Reply #2 on: Nov 12th, 2003, 10:23pm »
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If there's x people in front of you, the probability of you winning is
P(x) = x!(N-1Cx-1)/Nx=x(N-1)!/(Nx(N-x)!)
.
Now, x! ~ exlog x - xsqrt(2[pi]x), so
dx!/dx ~ x! (log x + 1/(2x)) ~ x! log x
Setting P'(x) = 0 gives
-1/x = log (1-x/N) ~ -x/N
,
so x ~ sqrt(N); plug that in and you get a value of 1/sqrt(eN).
For N=365, this gives an approximation of 3.17%, versus the actual value, which is closer to 3.23%.
 
I'm not sure where 173158/5357635 comes from...it's close to what I get, but it doesn't seem to be a convergent of the continued fraction expansion or anything like that?
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Re: Standing in Line  
« Reply #3 on: Nov 12th, 2003, 11:27pm »
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I would stand directly behind my twin brother, near the front. If he couldn't make it then I would stand 57th in line.
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Re: Standing in Line  
« Reply #4 on: Nov 13th, 2003, 12:30am »
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on Nov 12th, 2003, 10:23pm, Eigenray wrote:
I'm not sure where <hidden> comes from...
I just calculated the chance for integral x's, and took the x which maximized the chance.
When I threw it in symbolic math-program it simplified to that fraction..  
Oddly enough I can't seem to reproduce it, so I'm now puzzled... (the error is in the order of a rounding error at machine-level, so maybe I made an aproximation somewhere without realizing..)
« Last Edit: Nov 13th, 2003, 12:42am by towr » IP Logged

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Re: Standing in Line  
« Reply #5 on: Nov 13th, 2003, 2:37am »
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In general, you'll want the closest integer to sqrt(N) people ahead of you, verified for N<5000.
For an extra digit of accuracy, taking another term in the approximation gives
Pmax ~ 1/sqrt(e)*[1/x + 1/(2x2)], which is 3.26% when N=365.
Problems like this always involve e somehow...
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ThudnBlunder
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Re: Standing in Line  
« Reply #6 on: Nov 17th, 2003, 5:01am »
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Somewhat simpler:Let pn be the probability that the person in position n wins.
 
There are n-1 ways for someone ahead in the queue to share the same birthday as person n.
Now we need n-2 distinct birthdays among the remaining 364 days.  
These can be chosen in 364C366-n ways.
Hence pn = (n-1)*(364C366-n)/365n-1
 
And pn/pn-1 = (n-1)*(367-n)/[(n-1)*365]
This is a decreasing function for n > 2, and we want the largest n such that pn/pn-1 > 1
Solving for n gives n < [3 + sqrt(1461)]/2
 
This gives n = 20 and p20 = 0.03231985755...

 
« Last Edit: Nov 17th, 2003, 5:05am by ThudnBlunder » IP Logged

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