A Rather "Complex" Probability

Calculus Level 4

Define the set S = { x + i y 1 x 1 , 1 y 1 } , S=\left\{x+iy \mid -1\le x\le 1,-1\le y\le 1\right\}, and choose a complex number z z uniformly at random from S . S.

What is the probability that z 2 z^2 is also in S ? S?


Inspired by 2009 AMC 12B, problem 23.

Bonus: If a complex number z z is chosen uniformly at random from S , S, what is the probability that z 1 z^{-1} is also in S ? S? Or lim n z n ? \displaystyle\lim_{n\to\infty}z^n?

0 0 1 2 \frac{1}{2} 3 4 \frac{3}{4} 5 6 \frac{5}{6} 1 1 1 e \frac{1}{e} 1 e 1 2 π 1-e^{-\frac{1}{2}\pi} 1 + ln ( 2 ) 2 \frac{1+\ln\left(2\right)}{2}

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2 solutions

Nick Turtle
May 19, 2018

We know that z 2 = ( x + i y ) 2 = x 2 y 2 + 2 x y i z^2={\left(x+iy\right)}^2=x^2-y^2+2xyi .

Now, for the real part, x 2 y 2 1 |x^2-y^2|\le 1 for all x 1 , y 1 |x|\le 1,|y|\le 1 . Thus, we just have to consider the imaginary part 2 x y 1 |2xy|\le 1 , or y 1 2 x |y|\le \frac{1}{2|x|} .

This produces a graph like this . We just need to find the proportion of the square in the red shaded area. By symmetry, we just need to look at the first quadrant.

In the first quadrant, the ratio of the shaded red area to the square is given by 1 2 + 1 2 1 d x 2 x = 1 2 + ln ( 2 ) 2 = 1 + ln ( 2 ) 2 \frac{1}{2}+\int_{\frac{1}{2}}^{1}\frac{dx}{2x}=\frac{1}{2}+\frac{\ln\left(2\right)}{2}=\frac{1+\ln\left(2\right)}{2}


For the first bonus question, z 1 = ( x + i y ) 1 = x x 2 + y 2 i y x 2 + y 2 z^{-1}={\left(x+iy\right)}^{-1}=\frac{x}{x^2+y^2}-i\frac{y}{x^2+y^2} . Looking at x x 2 + y 2 1 |\frac{x}{x^2+y^2}|\le 1 and y x 2 + y 2 1 |\frac{y}{x^2+y^2}|\le 1 , you will notice that they form four overlapping circles of radius 1 2 \frac{1}{2} centered at ( 1 2 , 0 ) (\frac{1}{2},0) , ( 1 2 , 0 ) (-\frac{1}{2},0) , ( 0 , 1 2 ) (0,\frac{1}{2}) , and ( 0 , 1 2 ) (0,-\frac{1}{2}) . With a little geometry, the area this shape total up to π 2 + 1 \frac{\pi}{2}+1 . Divide this by the area of the square to get π + 2 8 \frac{\pi+2}{8} .


Now, for the second bonus question, consider lim n z n \displaystyle\lim_{n\to\infty}z^n . This will converge if and only if z 1 |z|\le 1 , or x 2 + y 2 1 \sqrt{x^2+y^2}\le 1 . It also happens that this is the case when lim n z n S \displaystyle\lim_{n\to\infty}z^n\in S . This produces a circle centered at the origin with radius 1 1 , having an area of π \pi . Divide this by the area of the square to get π 4 \frac{\pi}{4} for the probability that lim n z n S \displaystyle\lim_{n\to\infty}z^n\in S .

@Nick Turtle Thanks for Latex-ifying what I was trying to say in my solution!!

Aaghaz Mahajan - 3 years ago
Aaghaz Mahajan
May 19, 2018

Simply solve it by geometric probability by considering
-1<= 2xy <=1
This is so because, (x^2 - y^2) is always between -1 and 1 for all x and y belonging to (-1,1).......!!

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