Integral of Gaussian function
By Graham Lee (P1021) on Thursday,
January 6, 2000 - 02:07 pm :
Can anyone prove that the definite integral between minus
infinity and infinity of the Gaussian function is 1?
'Cos I can't.
Love,
GL.
By Alex Barnard (Agb21) on Thursday,
January 6, 2000 - 02:27 pm :
If by the Gaussian function you mean something like
e-x2/2 then here is how:
Consider instead the function e-x2/2-y2/2 on the x,y-plane. What is
the integral of this over the whole plane? Well you can do the x and the y
integrals separately and get that the answer is the square of the Gaussian
integral you wanted - so if we can do this new question then we will be able
to do the one you wanted.
Okay - the whole function is very rotationally symmetric about the origin so
we should change variables to plane polar coordinates (r,t). The function
becomes e-r2/2 and the area-element dx.dy becomes r.dr.dt. So we
have to integrate:
r.e-r2/2 dr.dt from r=0..infinity and t=0..2p
Hopefully you will be able to do this integral and you'll see that the overall
integral is 2p.
So the original Gaussian integral had value equal to either
or
. But it was the integral of an always positive function and so
it must be the former.
AlexB.