There are 100 ropes in a bag. In each step, two rope ends are picked at random, tied together and put back into a bag. The process is repeated until there are no free ends.
What is the expected number of loops at the end of the process?
Expected number of loops
1 Answers
Suppose you start with $n$ ropes. You pick two free ends and tie them together:
If you happened to pick two ends of the same rope, you've added one additional loop (which you can set aside, since you'll never pick it now on), and have $n-1$ ropes
If you happened to pick ends of different ropes, you've added no loop, and effectively replaced the two ropes with a longer rope, so you have $n-1$ ropes in this case too.
Of the $\binom{2n}{2}$ ways of choosing two ends, $n$ of them result in the first case, so the first case has probability $\frac{n}{2n(2n-1)/2} = 1/(2n-1)$. So the expected number of loops you add in the first step, when you start with $n$ ropes, is $$\left(\frac{1}{2n-1}\right)1 + \left(1-\frac{1}{2n-1}\right)0 = \frac{1}{2n-1}.$$
After this, you start over with $n-1$ ropes. Since what happens in the first step and later are independent (and expectation is linear anyway), the expected number of loops is $$ \frac{1}{2n-1} + \frac{1}{2n-3} + \dots + \frac{1}{3} + 1 = H_{2n} - \frac{H_n}{2}$$
In particular, for $n=100$, the answer is roughly $3.28$, which come to think of it seems surprisingly small for the number of loops!
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0For $n=2$, there are ${4 \choose 2} = 6$ ways to choose two ends, and only $2$ ways would give two loops. – 2010-08-12
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0Then answer for $n=2$ would be $\frac 43$ – 2010-08-12
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0@n0vakovic: Oops, thanks for pointing that out. I've fixed it. It gives the right answer for n=2 now (1+1/3 = 4/3). – 2010-08-12
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6In case anyone cares: Asymptotically, the quantity is $(\ln n)/2 + \ln 2 + \gamma/2 + O(1/n^2) \approx (\ln n)/2 + 0.98$. – 2010-08-12
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1@ShreevatsaR: What is $H_n$? – 2010-08-12
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2@ Casebash: I think that $H_n = 1 + \frac{1}{2} + \cdots + \frac{1}{n}$. – 2010-08-12
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0Just for completeness: yes, $H_n = 1 + \frac12 + \dots + \frac1n$ ([harmonic number](https://en.wikipedia.org/wiki/Harmonic_number)), and the asymptotics $(\ln n)/2 + 0.98$ mentioned above does indeed give about $3.28$ for $n=100$. – 2014-05-05
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0@ShreevatsaR the second tern in ur comment above is $-ln2$ and not $ln2$ – 2017-12-20
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0@sajjadveeri No the comment is correct. From $$H_n = \ln n + \gamma + \frac{1}{2n} + O(1/n^2),$$ we have $$\begin{align}H_{2n} - \frac{H_n}{2} &= \left( \ln n + \ln 2 + \gamma + \frac{1}{4n} + O(1/n^2) \right) - \left( (\ln n)/2 + \gamma/2 + \frac{1}{4n} + O(1/n^2) \right) \\ &= (\ln n)/2 + \ln 2 + \gamma/2 + O(1/n^2)\end{align}$$ which is what I wrote in the comment above. – 2017-12-20
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0sorry @ShreevatsaR u r right and thanks a lot for taking ur time – 2017-12-20
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0https://math.stackexchange.com/questions/2574788/recurrence-relation-arsing-in-a-standard-probability-puzzle – 2017-12-20
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0@ShreevatsaR if possible plz have a look at the above provided question with given link – 2017-12-20