Difference between revisions of "1995 AIME Problems/Problem 15"

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== Problem ==
 
== Problem ==
Let <math>\displaystyle p_{}</math> 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 <math>\displaystyle p_{}</math> can be written in the form <math>\displaystyle m/n</math> where <math>\displaystyle m_{}</math> and <math>\displaystyle n_{}</math> are relatively prime positive integers, find <math>\displaystyle m+n</math>.
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Let <math>p_{}</math> be the [[probability]] that, in the process of repeatedly flipping a fair coin, one will encounter a run of <math>5</math> heads before one encounters a run of <math>2</math> tails.  Given that <math>p_{}</math> can be written in the form <math>m/n</math> where <math>m_{}</math> and <math>n_{}</math> are relatively prime positive integers, find <math>m+n</math>.
  
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__TOC__
 
== Solution ==
 
== Solution ==
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 <math>3/2((1/2)^a\cdot1/2\cdot(1/2)^b\cdot1/2\cdot(1/2)^c...)\cdot(1/2)^5)</math>, where a,b,c... 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 <math>(1/2)^a</math> is <math>1/2+1/4+1/8+1/16=15/16</math>, 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 <math>3/2((15/16)^n\cdot(1/2)^n)\cdot(1/32)=3/64(15/32)^n</math>, where n ranges from 0 to infinity, 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 <math>(3/64)/(1-(15/32))=3/34</math>, so the answer is 37.
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=== Solution 1 ===
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Think of the problem as a sequence of <tt>H</tt>'s and <tt>T</tt>'s. No two <tt>T</tt>'s can occur in a row, so the sequence is blocks of <math>1</math> to <math>4</math> <tt>H</tt>'s separated by <tt>T</tt>'s and ending in <math>5</math> <tt>H</tt>'s. Since the first letter could be <tt>T</tt> or the sequence could start with a block of <tt>H</tt>'s, the total probability is <math>3/2</math> that of it had to start with and <tt>H</tt>.  
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The answer to the problem is then the sum of all numbers of the form <math>\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(\frac 12\right)^5</math>, where <math>a,b,c \ldots </math> are all numbers <math>1-4</math>, since the blocks of <tt>H</tt>'s can range from <math>1-4</math> in length. The sum of all numbers of the form <math>(1/2)^a</math> is <math>1/2+1/4+1/8+1/16=15/16</math>, so if there are n blocks of <tt>H</tt>'s before the final five <tt>H</tt>'s, the answer can be rewritten as the sum of all numbers of the form <math>\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}\left(\frac{15}{32}\right)^n</math>, where <math>n</math> ranges from <math>0</math> to <math>\infty</math>, since that's how many blocks of <tt>H</tt>'s there can be before the final five. This is an infinite geometric series whose sum is <math>\frac{3/64}{1-(15/32)}=\frac{3}{34}</math>, so the answer is <math>\boxed{037}</math>.
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=== Solution 2 ===
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Let <math>p_H, p_T</math> respectively denote the probabilities that a string of <tt>H</tt>'s and <tt>T</tt>'s are successful. A successful string can either start with <tt>H</tt>, or it can start with <tt>T</tt> and then continue with a string starting with <tt>H</tt> (as there cannot be <math>2</math> <tt>T</tt>'s in a row). Thus
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<center><math>p_T = \frac 12p_H.</math></center>
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A successful string starting with <tt>H</tt> must start with a block of <math>1,2,3,4</math> <tt>H</tt>'s, then a <tt>T</tt>, then a successful string starting with <tt>H</tt>, or reach a block of <math>5</math> <tt>H</tt>'s. Thus,
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<center><math>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} \Longrightarrow p_H = \frac{1}{17}.</math></center>
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The answer is <math>p_H + p_T = \frac{3}{2}p_H = \frac{3}{34}</math>, and <math>m+n = \boxed{037}</math>.
  
 
== See also ==
 
== See also ==
* [[1995_AIME_Problems/Problem_14|Previous Problem]]
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{{AIME box|year=1995|num-b=14|after=Last question}}
* [[1995 AIME Problems]]
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[[Category:Intermediate Combinatorics Problems]]

Revision as of 21:25, 11 August 2008

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 $m+n$.

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 $\frac 32 \left( \frac 1{2^a} \cdot \frac 12 \cdot \frac 1{2^b} \cdot \frac 12 \cdot \frac 1{2^c} \cdots \right) \cdot \left(\frac 12\right)^5$, 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 $\frac 32\left( \left(\frac {15}{16}\right)^n \cdot \left(\frac 12\right)^n \right) \cdot \left(\frac 1{32}\right)=\frac 3{64}\left(\frac{15}{32}\right)^n$, 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,

$p_H = \left(\frac{1}{2} + \frac{1}{4} + \frac{1}{8} + \frac{1}{16}\right) \cdot \left(\frac 12\right) p_H + \frac{1}{32} \Longrightarrow p_H = \frac{1}{17}.$

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

See also

1995 AIME (ProblemsAnswer KeyResources)
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