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1995 AIME Problems/Problem 15

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Problem

Let p_{} be the probability that, in the process of repeatedly flipping a fair coin, one will encounter a run of 5 heads before one encounters a run of 2 tails. Given that p_{} can be written in the form m/n where m_{} and n_{} are relatively prime positive integers, find m+n.

Contents

Solution

Solution 1

Think of the problem as a sequence of H's and T's. No two T's can occur in a row, so the sequence is blocks of 1 to 4 H's separated by T's and ending in 5 H's. Since the first letter could be T or the sequence could start with a block of H's, the total probability is 3/2 that of it had to start with and H.

The answer to the problem is then the sum of all numbers of the form \frac 32 \left( \frac 1{2^a} \cdot \frac 12 \cdot \frac 1{2^b} \cdot \frac 12 \cdot \frac 1{2^c} \cdots \right) \cdot \left(\..., where a,b,c \ldots are all numbers 1-4, since the blocks of H's can range from 1-4 in length. The sum of all numbers of the form (1/2)^a is 1/2+1/4+1/8+1/16=15/16, so if there are n blocks of H's before the final five H's, the answer can be rewritten as the sum of all numbers of the form \frac 32\left( \left(\frac {15}{16}\right)^n \cdot \left(\frac 12\right)^n \right) \cdot \left(\frac 1{32}\right)=\frac 3{64}..., where n ranges from 0 to \infty, since that's how many blocks of H's there can be before the final five. This is an infinite geometric series whose sum is \frac{3/64}{1-(15/32)}=\frac{3}{34}, so the answer is \boxed{037}.

Solution 2

Let p_H, p_T respectively denote the probabilities that a string of H's and T's are successful. A successful string can either start with H, or it can start with T and then continue with a string starting with H (as there cannot be 2 T's in a row). Thus

p_T = \frac 12p_H.

A successful string starting with H must start with a block of 1,2,3,4 H's, then a T, then a successful string starting with H, or reach a block of 5 H's. Thus,

p_H = \left(\frac{1}{2} + \frac{1}{4} + \frac{1}{8} + \frac{1}{16}\right) \cdot \left(\frac 12\right) p_H + \frac{1}{32} \Lon...

The answer is p_H + p_T = \frac{3}{2}p_H = \frac{3}{34}, and m+n = \boxed{037}.

See also

1995 AIME (ProblemsResources)
Preceded by
Problem 14
Followed by
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