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Choosing Numbers with No Common FactorsDate: 03/31/98 at 02:13:09 From: Hui Shen Subject: Probability A friend of mine asked me this question, and I have no idea what to do. Can you help? What is the probability of choosing 2 numbers that have no common factors?
Date: 03/31/98 at 11:48:51
From: Doctor Rob
Subject: Re: Probability
This is a classic problem. The short answer is 6/Pi^2, or about
0.607927. Here is a way of seeing this.
Let P equal the probability of being relatively prime. Then it is
clear that
P = A(2) * A(3) * A(5) * A(7) * A(11) * ...,
where A(p) is the probability that two randomly chosen numbers will
*not* both be divisible by p. Clearly A(p) = 1 - 1/p^2.
The above equation says that two integers are relatively prime if and
only if they have no prime number as a common divisor. Thus
P = Product (1-1/p^2) over all prime numbers p.
The trick here is to consider 1/P:
1/P = Product 1/(1-1/p^2),
and expand the fraction inside the product as a geometric series:
1/P = Product (1 + 1/p^2 + 1/p^4 + 1/p^6 + ...), over all primes p,
= Product Sum 1/p^(2*i), over all i >= 0 and all primes p.
Now if we exchange the product and sum, we find
1/P = Sum Product 1/p^(2*i),
= Sum 1/(Product p^i)^2
= Sum 1/n^2, over all n >= 1
This is because for each integer n, we can give its prime power
factorization as n = Product p^i for some set of i's. Then for the
prime p, choose the term with i = e(p). Thus
P = 1/[Sum 1/n^2]
Now all I have to do is convince you that Sum 1/n^2 = Pi^2/6. Here is
a slick proof of that fact due to Calabi, using calculus.
Consider
I = (4/3)*Integral Integral 1/(1-x^2*y^2)dx dy,
0 <= x <= 1, 0 <= y <= 1
On the one hand, it turns out that I = Sum 1/n^2, which we prove as
follows. Expanding 1/(1-x^2*y^2) as a geometric series, we get
I = (4/3)*Integral Integral Sum (x^2*y^2)^i dx dy
= (4/3)*Integral Integral Sum x^(2*i)*y^(2*i) dx dy
= (4/3)*Integral Sum [Integral x^(2*i) dx]*y^(2*i) dy
= (4/3)*Integral Sum y^(2*i)/(2*i+1) dy
= (4/3)*Sum Integral y^(2*i)/(2*i+1) dy
= (4/3)*Sum 1/(2*i+1)^2,
where the sum is over all i >= 0, and the integrals are from 0 to 1.
Now
Sum 1/n^2 = Sum 1/(2*i+1)^2 + Sum 1/(2*i)^2
= Sum 1/(2*i+1)^2 + (1/4)*Sum 1/i^2
= Sum 1/(2*i+1)^2 + (1/4)*Sum 1/n^2
So
(3/4)*Sum 1/n^2 = Sum 1/(2*i+1)^2
Thus
I = (4/3)*(3/4)*Sum 1/n^2,
= Sum 1/n^2.
On the other hand, it turns out that I = Pi^2/6, which we prove in
this way. Make the substitution x = sin(u)/cos(v) and
y = sin(v)/cos(u), so
x^2*y^2 = tan^2(u)*tan^2(v),
and
dx dy = J du dv,
where
| cos(u)/cos(v) sin(u)*sin(v)/cos^2(v) |
J = | |,
| sin(u)*sin(v)/cos^2(u) cos(v)/cos(u) |
= 1 - tan^2(u)*tan^2(v)
Thus
I = (4/3)*Integral Integral 1/(1-tan^2(u)*tan^2(v))*
(1-tan^2(u)*tan^2(v)) du dv,
= (4/3)*Integral Integral 1 du dv,
over the region u >= 0, v >= 0, u + v <= Pi/2. Then the double
integral is just the area of that region, which is a triangle of
height and base Pi/2, whose area is Pi^2/8. Thus
I = (4/3)*Pi^2/8,
= Pi^2/6.
Thus
Sum 1/n^2 = Pi^2/6,
P = 6/Pi^2.
Another proof uses this Fourier series,
x^2/2 = Pi*x - Pi^2/3 + 2*Sum cos(n*x)/n^2, over n >= 1,
which is valid for 0 <= x <= 2*Pi. Set x = 0 and rearrange this
equation to get
Sum 1/n^2 = Pi^2/6.
-Doctor Rob, The Math Forum
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