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Roger's Equations

This blog features weekly an equation, formula, or constant that occurs frequently in Engineering or Science. I will try to present the subject matter in a nonformal, conversational style that can be easily followed. Criticism and corrections are encouraged, as are suggestions for future discussions.

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5 comments

The Gaussian Integral

Posted December 11, 2006 2:16 PM by Roger Pink

The first time I saw the Gaussian Integral, I was mystified. How could an integral that looks like this (see below) be equal to the square root of π? How did they figure that out?

Unfortunately I wasn't shown the relatively straight forward derivation of the solution, which pretty much kills the mystery, until a few years later. I'll provide this derivation below. Start with the left hand side of the expression above. Square it and take the square root. Basically in the first step we are saying the following;

In the same way that this is true in the above, the same trick applies below;

=

=

To solve the integral we switch to polar coordinates where

x = rcosθ
y = rsinθ

x2 = r2cos2θ
y2 = r2sin2θ
x2 + y2 = r2cos2θ + r2sin2θ = r2(cos2θ + sin2θ) = r2(1) = r2

dA = dxdy = rdrdθ

so substituting and integrating we get;

Notice above we are making use of e-∞= 0 and e0 = 1.

The π comes from the integration range of 0 to 2π for θ. Not out of thin air like I thought for two years. The gaussian integral is pretty useful, showing up in probability, quantum mechanics, scattering problems, etc. A more generalized form of the equation is;

There are all types of tricks to find the solutions of closely related integrals like taking the derivative or substituting trig functions for the x, so in a way, this trick above allows us to solve a whole range of Integrals exactly, which is very useful.

Thanks to the following sites for their help:

http://www.umich.edu/~chem461/Gaussian%20Integrals.pdf
http://mathworld.wolfram.com/GaussianIntegral.html
http://www.answers.com/topic/gaussian-integral


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Posts: 14
#1

Re: The Gaussian Integral

12/12/2006 1:09 PM

A little bit tricky but efficient and that is the main point. Welldone anyhow. I download a copy. Thank's

Guest
#2

Re: The Gaussian Integral

11/23/2007 2:41 PM

so when converting cartesian coordinates to polar coordinates, i understand that the interval for d(THETA) is between 0 and Pi/2 (because x>0 and y>0), but what interval do i use for dR?

Guest
#3
In reply to #2

Re: The Gaussian Integral

11/23/2007 5:55 PM

I figured I'd answer my own post.

There is no upper bound for dR because x,y>0 so it's 0 to INFINITY for R, and it's 0=< THETA >=Pi/2

Guest
#5
In reply to #3

Re: The Gaussian Integral

07/22/2008 8:24 PM

Well, technically, the improper integral (with limits -∞ and +∞) is only properly defined as a limit of the symmetric integral (with limits -A and +A) as A→∞. So, squaring that gives the 2-dimensional integral of exp(-(x²+y²)) over a square (-A≤x,y≤A).

Let I(R=A) be the integral over the circle inscribed within the square (this circle has radius R=A) and let I(R=A√2) be the integral over the circle that circumscribes the square (R=A√2). Each one of these integrals can be computed exactly with r going from 0 to the appropriate R. In the limit A→∞, you find that they both converge to pi² with I(R=A) approaching from below and I(R=A√2) approaching from above.

But, the function exp(-(x²+y²)) is always positive. Thus, the integral I over the square is between the two values: I(R=A) < I < I(R=A√2). By the squeeze theorem, I must also be pi² in the limit A→∞.

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#4

Re: The Gaussian Integral

11/29/2007 2:23 AM

take it into box

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