Checking some work on a Fourier Transform

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Homework Help Overview

The discussion revolves around the application of Fourier transforms, specifically focusing on the functions f(x) = e^{-ax^2} and f(x) = e^{-ax^2-bx}. Participants are exploring the process of determining the corresponding g(k) for these functions through integration techniques.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to compute the Fourier transform of e^{-ax^2} and expresses uncertainty about their integration steps and the implications of periodicity in the context of Fourier transforms. Other participants provide insights into the definitions of the Fourier transform and discuss the divergence of certain integrals, questioning the approach taken in integrating e^{ikx}.

Discussion Status

Participants are actively engaging with the problem, with some providing clarifications on the definitions of the Fourier transform and discussing the implications of divergent integrals. There is an ongoing exploration of the correct methods and assumptions, but no consensus has been reached regarding the original poster's approach or the handling of divergences.

Contextual Notes

There is a mention of potential confusion regarding the periodicity of the exponential function and the treatment of divergent integrals, which may affect the understanding of the Fourier transform in this context.

Emspak
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Homework Statement



OK, we're given to practice Fourier transforms. We are given

[tex]f(x) = \int^{+\infty}_{-\infty} g(k) e^{ikx}dk[/tex]

and told to get a Fourier transform of the following, and find g(k):

[itex]f(x) = e^{-ax^2}[/itex] and [itex]f(x) = e^{-ax^2-bx}[/itex]

Homework Equations


The Attempt at a Solution



For the first one I tried the following:

The integral of [itex]e^{-ax^2}[/itex] is [itex]\sqrt{\frac{\pi}{a}}[/itex]. I saved that information for later.

To get the Fourier transform I used:

[tex]\frac{1}{\sqrt{2\pi}}\int^{+\infty}_{-\infty}e^{ikx}e^{-ax^2}dx[/tex]

"completing the square" inside the integral I get [itex]e^{-a(x+\frac{ik}{2a})^2-\frac{k^2}{4a}}[/itex] and that leaves me with

[tex]\frac{1}{\sqrt{2\pi}}e^{\frac{-k^2}{4a}}\int^{+\infty}_{-\infty}e^{-a(x+\frac{ik}{2a})^2}dx[/tex]

I can change the variable so that [itex]y^2=(x+\frac{ik}{2a})^2[/itex]
and dx=dy in this case.

After all that I can change the limits (but they are still infinity, right?) So that I get this:

[tex]\frac{1}{\sqrt{2\pi}}e^{\frac{-k^2}{4a}}\int^{+\infty+\frac{ik}{2a}}_{-\infty+\frac{ik}{2a}}e^{ay^2}dy[/tex]

Which we know from before is [itex]\sqrt{\frac{\pi}{a}}[/itex].

And that leaves us with

[itex]\frac{1}{\sqrt{2a}}e^{\frac{-k^2}{4a}}=g(k)[/itex]

Assuming all this is correct -- and I am not 100 percent sure it is -- then if I were to apply the same procedure to [itex]e^{ax^2-bx}[/itex] I should end up with the above multiplied by the integral of [itex]e^{-bx}[/itex]. But if I try to integrate that I get infinities.

But I wasn't sure if that was a completely wrong approach, or if I even did the above bit correctly. The thing I have trouble getting my head around is whether e is periodic or not and what period to use when applying Fourier equations. I might be approaching this entirely wrongly.

Thanks in advance for whatever assistance/ criticism/ telling me I am foolish.
 
Last edited:
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If you define your Fourier transform from [itex]k[/itex] to [itex]x[/itex] space as
[tex]f(x)=\int_{\mathbb{R}} \mathrm{d} k g(k) \exp(\mathrm{i} k x),[/tex]
then the inverse is
[tex]g(k)=\frac{1}{2 \pi} \int_{\mathbb{R}} \mathrm{d} x f(x) \exp(-\mathrm{i} k x).[/tex]
Concerning the factors [itex]2 \pi[/itex] this is the opposite of what physicists (at least in the high-energy particle/nuclear physics community) use.

In principle the way you do the integral is correct.
 
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thanks, that helps. One other question: say I want to integrate

[tex]\int^{\infty}_{-\infty}e^{ikx}dx[/tex]

would I be better off using the Euler formula, which would get me [itex]\int^{\infty}_{-\infty}\cos x + i \sin x dx[/itex]? But then the cosine integral diverges...

I could convert it to polar coordinates, but then I end up with

[itex]x = r\cos \theta[/itex] and [itex]dx = -r\sin \theta + \cos \theta d\theta[/itex]

which leads me to

[tex]\int^{\infty}_{-\infty}e^{ikx}dx = \int^{\infty}_{0}e^{ikr\cos \theta}(-r \sin \theta d\theta) + \cos \theta dr= \int^{\infty}_{0}-re^{ikr\cos \theta}(\sin \theta) d\theta + \int^{\infty}_{0}e^{ikr\cos \theta}(\cos \theta) dr[/tex]

where the first term would go to zero but I suspect I am approaching this the wrong way...
 
Emspak said:
thanks, that helps. One other question: say I want to integrate

[tex]\int^{\infty}_{-\infty}e^{ikx}dx[/tex]

That integral diverges. There is a sense in which [tex] \int_{-\infty}^\infty e^{ikx}\,dx = 2\pi\delta(k)[/tex] where [itex]\delta[/itex] is the Dirac delta distribution, since then the inverse formula gives [tex] \frac{1}{2\pi}\int_{-\infty}^\infty 2\pi \delta(k)e^{-ikx}\,dk = \frac{1}{2\pi} 2\pi e^0 = 1[/tex]
 

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