2006 Paper 3 Q13

Year: 2006
Paper: 3
Question Number: 13

Course: LFM Stats And Pure
Section: Geometric Probability

Difficulty: 1700.0 Banger: 1530.6

Problem

Two points are chosen independently at random on the perimeter (including the diameter) of a semicircle of unit radius. The area of the triangle whose vertices are these two points and the midpoint of the diameter is denoted by the random variable \(A\). Show that the expected value of \(A\) is \((2+\pi)^{-1}\).

Solution

There are \(3\) possible numbers of points on the curved part of the perimeter. \(0\): The area is \(0\) \(1\):
TikZ diagram
The area of the triangle is \(\frac12 |x| \sin \theta\) Where \(X\) is the point along the diameter which is \(U[-1,1]\) and \(\theta \sim U(0, \pi)\) Therefore \begin{align*} \mathbb{E}(A|\text{one on diameter}) &= \int_{0}^\pi \frac{1}{\pi} \int_{-1}^1\frac{1}{2}\frac12 |x| \sin \theta \d x \d \theta \\ &= \frac{1}{2\pi}\frac12 \int_{0}^\pi \sin \theta \d \theta \cdot 2\int_{0}^1 x\d x \\ &=\frac{1}{2\pi}\cdot 2 \cdot \frac12 = \frac{1}{2\pi} \end{align*} \(2\): If both are on the curved section
TikZ diagram
Then the area is \(\frac12 \sin \theta\) where \(\theta = |\theta_1 - \theta_2|\) and \(\theta_i \sim U[0, \pi]\) Therefore the area is \begin{align*} \mathbb{E}(A|\text{none on diameter}) &= \int_{0}^\pi\frac{1}{\pi} \int_{0}^\pi\frac{1}{\pi} \frac12 \sin |\theta_1 - \theta_2| \d \theta_1 \d \theta_2 \\ &= \frac{1}{\pi^2}\frac12 \int_{0}^\pi \left (\int_{0}^{\theta_2} \sin (\theta_2 - \theta_1) \d \theta_1-\int_{\theta_2}^{\pi} \sin (\theta_2 - \theta_1) \d \theta_1 \right)\d \theta_2 \\ &= \frac{1}{\pi^2}\frac12 \int_{0}^\pi \left [2\cos(\theta_2 - \theta_2)-\cos(\theta_2 - 0)-\cos(\theta_2 - \pi) \right]\d \theta_2 \\ &= \frac{1}{\pi} \end{align*} Therefore the expected area is: \begin{align*} \mathbb{E}(A ) &= \mathbb{E}(A|\text{one on diameter})\cdot \mathbb{P}(\text{one on diameter}) + \mathbb{E}(A|\text{none on diameter})\cdot \mathbb{P}(\text{none on diameter}) \\ &= \frac{1}{2\pi}\mathbb{P}(\text{one on diameter}) + \frac{1}{\pi}\cdot \mathbb{P}(\text{none on diameter}) \\ &= \frac{1}{2\pi} \cdot 2 \cdot \frac{\pi}{\pi + 2} \cdot \frac{2}{\pi + 2} + \frac1{\pi} \cdot \frac{\pi}{\pi + 2} \cdot \frac{\pi}{\pi+2} \\ &= \frac{2 + \pi}{(\pi+2)^2} \\ &= \frac{1}{\pi+2} \end{align*}
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Difficulty Rating: 1700.0

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Banger Rating: 1530.6

Banger Comparisons: 2

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Problem source
Two points are chosen independently at random on the perimeter (including the diameter) of a semicircle of unit radius. The area of the triangle whose vertices are these two points and the midpoint of the diameter is denoted by the random variable $A$. 
Show that the expected value of $A$ is $(2+\pi)^{-1}$.
Solution source

There are $3$ possible numbers of points on the curved part of the perimeter.

$0$: The area is $0$

$1$:


\begin{center}
    \begin{tikzpicture}
        \draw (-3,0) -- (3,0);
        \draw[domain=0:180, samples=101]
            plot({3*cos(\x)}, {3*sin(\x)});

        \coordinate (O) at (0,0);
        \coordinate (A) at (1.5, 0);
        \coordinate (B) at ({3*cos(70)}, {3*sin(70)});
        
        \filldraw (O) circle (1.5pt);
        \filldraw (A) circle (1.5pt) node[below] {$x$};
        \filldraw (B) circle (1.5pt);

        \draw (A) -- (O) -- (B) -- cycle;

        \pic [draw, angle radius=.5cm, angle eccentricity=1.3, "$\theta$"] {angle = A--O--B}; 
        
    \end{tikzpicture}
\end{center}

The area of the triangle is $\frac12 |x| \sin \theta$

Where $X$ is the point along the diameter which is $U[-1,1]$ and $\theta \sim U(0, \pi)$

Therefore 
\begin{align*}
    \mathbb{E}(A|\text{one on diameter}) &= \int_{0}^\pi \frac{1}{\pi} \int_{-1}^1\frac{1}{2}\frac12 |x| \sin \theta \d x \d \theta \\
    &= \frac{1}{2\pi}\frac12 \int_{0}^\pi  \sin \theta  \d \theta \cdot 2\int_{0}^1 x\d x  \\
    &=\frac{1}{2\pi}\cdot 2 \cdot \frac12 = \frac{1}{2\pi}
\end{align*}

$2$: If both are on the curved section


\begin{center}
    \begin{tikzpicture}
        \draw (-3,0) -- (3,0);
        \draw[domain=0:180, samples=101]
            plot({3*cos(\x)}, {3*sin(\x)});

        \coordinate (O) at (0,0);
        \coordinate (A) at ({3*cos(40)}, {3*sin(40)});
        \coordinate (B) at ({3*cos(100)}, {3*sin(100)});
        
        \filldraw (O) circle (1.5pt);
        \filldraw (A) circle (1.5pt);
        \filldraw (B) circle (1.5pt);

        \draw (A) -- (O) -- (B) -- cycle;

        \pic [draw, angle radius=.5cm, angle eccentricity=1.3, "$\theta$"] {angle = A--O--B}; 
        
    \end{tikzpicture}
\end{center}

Then the area is $\frac12 \sin \theta$ where $\theta = |\theta_1 - \theta_2|$ and $\theta_i \sim U[0, \pi]$

Therefore the area is

\begin{align*}
    \mathbb{E}(A|\text{none on diameter}) &= \int_{0}^\pi\frac{1}{\pi} \int_{0}^\pi\frac{1}{\pi} \frac12 \sin |\theta_1 - \theta_2| \d \theta_1 \d \theta_2 \\
    &= \frac{1}{\pi^2}\frac12 \int_{0}^\pi \left (\int_{0}^{\theta_2}  \sin (\theta_2 - \theta_1) \d \theta_1-\int_{\theta_2}^{\pi}  \sin (\theta_2 - \theta_1) \d \theta_1 \right)\d \theta_2 \\
    &= \frac{1}{\pi^2}\frac12 \int_{0}^\pi \left [2\cos(\theta_2 - \theta_2)-\cos(\theta_2 - 0)-\cos(\theta_2 - \pi) \right]\d \theta_2 \\
    &= \frac{1}{\pi}
\end{align*}

Therefore the expected area is:

\begin{align*}
    \mathbb{E}(A ) &= \mathbb{E}(A|\text{one on diameter})\cdot \mathbb{P}(\text{one on diameter}) + \mathbb{E}(A|\text{none on diameter})\cdot \mathbb{P}(\text{none on diameter}) \\
    &= \frac{1}{2\pi}\mathbb{P}(\text{one on diameter}) + \frac{1}{\pi}\cdot \mathbb{P}(\text{none on diameter}) \\
    &= \frac{1}{2\pi} \cdot 2 \cdot \frac{\pi}{\pi + 2} \cdot \frac{2}{\pi + 2} + \frac1{\pi} \cdot \frac{\pi}{\pi + 2} \cdot \frac{\pi}{\pi+2} \\
    &= \frac{2 + \pi}{(\pi+2)^2} \\
    &= \frac{1}{\pi+2}
\end{align*}