MHB Roots of equation and probability

  • Thread starter Thread starter anemone
  • Start date Start date
  • Tags Tags
    Probability Roots
Click For Summary
The discussion focuses on calculating the probability that the sum of two distinct roots, \( v \) and \( w \), from the equation \( z^{1997}-1=0 \) meets the condition \( \sqrt{2+\sqrt{3}} \le |v+w| \). The roots of the equation are the 1997th roots of unity, which can be represented as \( e^{2\pi i k / 1997} \) for \( k = 0, 1, \ldots, 1996 \). The expression \( |v+w| \) can be simplified using the cosine of the angle between the two roots. The probability calculation involves determining the angular separation of the roots and how it influences the magnitude of their sum. Ultimately, the discussion seeks to derive a mathematical expression for this probability based on geometric interpretations of the roots on the unit circle.
anemone
Gold Member
MHB
POTW Director
Messages
3,851
Reaction score
115
Let $v$ and $w$ be distinct, randomly chosen roots of the equation $z^{1997}-1=0$. Find the probability that $\sqrt{2+\sqrt{3}}\le |v+w|$.
 
Mathematics news on Phys.org
We are given $1997$ equidistant points on the unit circle in the complex plane each of which is a solution to the equation $z^{1997}-1 = 0$. The angular spacing between neighbouring solutions is:

\[\Delta \theta = \frac{2\pi}{1997} \approx 0,0031463\]

WLOG we can let $u = 1 +i0$, and choose $w$ arbitrarily among the 1996 other possibilities. The angle, $\theta$, between $u$ and $w$, determines the absolute value of the sum $u + w$:

\[|u+w| = 2 \cos \frac{\theta }{2} \geq \sqrt{2+\sqrt{3}}\]

The low limit can be expressed as a cosine:

\[\sqrt{2+\sqrt{3}} = \sqrt{2}\sqrt{1+\frac{\sqrt{3}}{2}} = \sqrt{2}\sqrt{\cos 0 + \cos \frac{\pi}{6}} = \sqrt{2}\sqrt{2 \cos^2 \frac{\pi}{12}} = 2 \cos \frac{\pi}{12}\]

Hence, we have the condition: $\cos \frac{\theta}{2} \geq \cos \frac{\pi}{12}$ or $- \frac{\pi}{6}\leq \theta\leq \frac{\pi}{6}$

Thus, having chosen $u$, the $w$’s which fulfill the inequality may be chosen up to a max. angular distance of $\frac{\pi}{6}$ from $u$.

There are $\left \lfloor \frac{\pi}{6 \Delta \theta } \right \rfloor = 166$ solutions on both sides of $u$, which fulfill the inequality.

If $w$ is picked out at random, we get the probability

\[\frac{2\cdot 166}{1996} = \frac{83}{499} \approx 16,63 \%.\]

This result differs slightly from the fraction: $\frac{1}{6} = 16,666.. \%$, which would be obtained in the limit: $\Delta \theta \approx 0$ ($N \rightarrow \infty$).
 

Similar threads

  • · Replies 13 ·
Replies
13
Views
6K
Replies
9
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
16
Views
834
  • · Replies 4 ·
Replies
4
Views
2K
Replies
4
Views
1K
Replies
2
Views
1K
Replies
4
Views
2K