Moving Dots 2

Calculus Level 3

On the circumference of a circle centered at O , O, select two points A A and B B at random. Let random variable X X denote the smaller of A O B \angle AOB in radian, and Var ( X ) \text{Var}(X) its variance.

Find π 2 Var ( X ) . \Large \frac{\pi^2}{\text{Var}(X)}.


The answer is 12.

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2 solutions

Pepper Mint
Oct 13, 2017

First, let X 1 X_1 denote the smaller angle of the two and find probability of X X to be smaller than X 1 X_1 . Make a sample space of A A and B B ( 0 A 2 π , 0 B 2 π 0≤A≤2π, 0≤B≤2π ). To make X X smaller than X 1 X_1 , A B X 1 |A-B|≤X_1 or A B 2 π X 1 |A-B|≥2π-X_1 . Let it be specified it on the graph.

The mass of the dark region equals to 4 π 2 ( 2 π X 1 ) 2 + ( X 1 ) 2 = 4 π X 1 4π^2-(2π-X_1 )^2+(X_1)^2=4πX_1 .

So the probability P ( X X 1 ) P(X≤X_1) is P ( X X 1 ) = 4 π X 1 4 π 2 = X 1 π P(X≤X_1)=\frac{4πX_1}{4π^2}=\frac{X_1}{π} and the probability density function f ( x ) = 1 / π f(x)=1/π .

E ( X ) = 0 π x π d x = π 2 , E ( X 2 ) = 0 π x 2 π d x = π 2 3 E(X)=\int_{0}^{π}\frac{x}{π} \ dx=\frac{π}{2}, E(X^2 )=\int_{0}^{π}\frac{x^2}{π} \ dx=\frac{π^2}{3} Therefore, V a r ( X ) = E ( X 2 ) E ( X ) 2 = π 2 12 Var(X)=E(X^2 )-{{E(X)}}^2=\frac{π^2}{12} . Thus, π 2 V a r ( X ) = 12 . \Large \frac{π^2}{Var(X)}=\boxed{12}.

Ron Balter
Feb 24, 2018

The first point is chosen randomly, and its value doesnt really matter. The second point is chosen randomly, and due to symmetry, every angle between [0,pi] has exectly the same probability to occur. Thus said, we conclude that X~Uni[0,pi]. (In words, X distributrs uniformally on the values between 0 and pi). As we know, for Y~Uni[a,b] , we get that Var(Y)= ((a+b)^2 )/ 12. Thus , Var(X)=((0+pi)^2)/12 = (pi^2)/12. (Sorry for the lack of use of formulas, dont really now how to type formulas here)

Get some help with a note 'Latex Guide'.

Pepper Mint - 3 years, 3 months ago

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