Author Topic: Quiz 5, T5102  (Read 1119 times)

Tristan Fraser

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Quiz 5, T5102
« on: March 07, 2018, 06:28:31 PM »
Let $\a > 0 $ , find the fourier transforms of $$ (x^2 + a^2)^{-1} $$ and $$ x(x^2 + a^2)^{-1} $$. HINT: Consider the fourier transform of $e^{-\beta|k|} $.

Starting with the hint, we can take:

$ f(x) = \frac{1}{\sqrt{2\pi}} \int_{-\infty}^{\infty} e^{ikx} e^{-\beta|k|} dk = \frac{1}{\sqrt{2\pi}}[ \int_{0}^{\infty} e^{-k(\beta - ix)} dk + \int_{-\infty}^{0} e^{k(\beta + ix)} dk] $

Integrating and evaluating at the bounds will leave us:

$ \frac{1}{\sqrt{2\pi}} [\frac{1}{\beta + ix} + \frac{1}{\beta - ix} ] = \frac{2\beta}{x^2 + \beta^2} \times \frac{1}{\sqrt{2\pi}} $

Then, for problem 1:

let $\beta = a $

Then using the property that $\hat{f} = F $ and $\hat{F} = f $, we can note:

the fourier transform of the above is merely $\frac{1}{x^2 + a^2} \ times \frac{2a}{\sqrt{2\pi}} $. The above property then implies that some multiple of the function $e^{-a|k|}$ is our desired function for the fourier transform, specifically:

$g(k) = \frac{\sqrt{2\pi}}{2a} e^{-a|k|}$ 's fourier transform, $\hat{g(x)} = \frac{\sqrt{2\pi}}{2a} \ times \frac{2\beta}{x^2 + a^2} \times \frac{1}{\sqrt{2\pi}}  = \frac{1}{x^2 + a^2}$ as desired.

For the second function's fourier transform: note that $g(x) = xf(x) \rightarrow \hat{g(k)} =  i\hat{f'(k)} $ is a property, and that the second function is x times the previous problem's function.

Thus, take the derivative of $\hat{f(k)} $ i.e. $\frac{d}{dk} ( e^{-a|k|}) =  \frac{-ak e^{-a|k|}}{|k|} $ So then:

the forward fourier transform is:

$\frac{-i\sqrt{\pi}k e^{-a|k|}}{\sqrt{2}|k|}$







George Lu

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Re: Quiz 5, T5102
« Reply #1 on: March 07, 2018, 06:51:46 PM »
I went with a more brute force method, wherein I think I made a minor mistake (I did not have |k| at the end like we should have gotten) so it would be great to find out where.

I immediately plugged in the function $f(x)=\frac{1}{(x^2+a^2)}$ into the integral $F(k)=\frac{1}{\sqrt{2\pi}}\int_{-\infty}^\infty \frac{e^{-ikx}}{(x-ia)(x+ia)}$ (where I rewrote the denominator to make use of residue theorem ($\int f = 2\pi i Res (f;-ia)$)), and integrated over the contour:

Giving me $F(k)=\frac{\sqrt{\pi}}{\sqrt{2}a}e^{-ak}$

For the 2nd part, I simply applied the property that $g(x)=x*f(x)\rightarrow G(k)=ikF(x)$
« Last Edit: March 09, 2018, 06:38:14 AM by Victor Ivrii »

Jingxuan Zhang

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Re: Quiz 5, T5102
« Reply #2 on: March 08, 2018, 07:23:50 AM »
George:
The reason that the absolute value is missing is that the contour you choose must depend on the sign of $k$ If $k<0$ then your contour should instead be upper semicircle and if $k>0$ then you are right. This is done to satisfy the hypothesis of Jordan's lemma, which you implicitly used to control the integral over the arc as it increasese.

Also what property do you refer to? I think $\hat{xf}=i\hat{f}'$?

Beside: don't we always use $\frac{1}{2\pi}$ for the scaling? and this for one thing at least better suit Residual Theorem.
$$\hat{f}(\omega)=\frac{1}{2\pi}\int_{-\infty}^\infty \frac{e^{-i\omega x}}{(x-ai)(x+ai)}=\left\{\begin{align*}\left.i\frac{e^{-i\omega x}}{x+ai}\right|_{x=ai}&&\omega<0\\ \left.-i\frac{e^{-i\omega x}}{x-ai}\right|_{x=-ai}&&\omega>0\end{align*}\right.=\frac{e^{-|\omega|a}}{2a} $$
And so immediately
$$\hat{xf}(\omega)=i\hat{f}'(\omega)=-i \text{sgn}(\omega)\frac{e^{-|\omega|a}}{2}$$
« Last Edit: March 08, 2018, 08:25:46 AM by Jingxuan Zhang »

Victor Ivrii

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Re: Quiz 5, T5102
« Reply #3 on: March 08, 2018, 07:55:12 AM »
Good job (Tristan, George,  Jingxuan)

Now remarks:

Tristan your LaTeX sucks. You need to learn more and also check the output.

George I replaced external image (which may disappear soon) by an attachment, produced by LaTeX


Code: [Select]
\begin{document}
\documentclass[tikz]{standalone}
\usepackage{mathtools}
\renewcommand{\Re}{\operatorname{Re}}
\renewcommand{\Im}{\operatorname{Im}}

\begin{tikzpicture}
\draw [thin,->] (-4,0)--(4,0) node[below]{$\Re z$};
\draw [thin,->] (-0,-4)--(0,.5) node[right]{$\Im z$};
\draw [thick, red,->] (3,0) arc(0:-180:3);
\draw [thick, red,->] (-3,0)--(3,0);
\fill[red] (0,-1) circle (0.05) node[left] {$-ai$};
\end{tikzpicture}
\end{document}

(works in LaTeX, not in Forum MathJax).  You can place arrow nicer, but code would be more complicated
« Last Edit: March 09, 2018, 06:41:02 AM by Victor Ivrii »