Fourier transform to solve diff equation

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Homework Help Overview

The discussion revolves around using the Fourier transform to solve a differential equation of the form \(\frac{\mathrm{d^3}y }{\mathrm{d} x^3}+ \lambda \frac{\mathrm{dy} }{\mathrm{d} x} - xy = 0\), with the condition that \(y(x)\) approaches zero as \(x\) approaches infinity. Participants are also tasked with finding the asymptotic behavior of the solution for large values of \(\lambda\) and normalizing the solution at \(y(0) = 1\.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Problem interpretation, Assumption checking

Approaches and Questions Raised

  • Participants discuss the application of Fourier transform properties, particularly in relation to derivatives and the treatment of terms like \(xy\). There are attempts to express the differential equation in terms of the Fourier transform, with some participants expressing confusion over the definitions and conventions used. Questions arise regarding the treatment of variables and the implications of the Fourier transform on the equation.

Discussion Status

The discussion is ongoing, with participants providing hints and corrections to each other's approaches. Some have offered guidance on the properties of the Fourier transform and its application to the problem, while others are exploring different interpretations and methods to address the integral involved. There is no explicit consensus yet, as participants are still working through the complexities of the problem.

Contextual Notes

Participants note potential issues with the definitions of the Fourier transform being used, as well as the treatment of variables in the context of the differential equation. There is also mention of constraints related to the asymptotic behavior of the solution for large \(\lambda\) and the normalization condition.

dankaroll
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Homework Statement



Use Fourier transform to find the solution of the following differential equation:

\frac{\mathrm{d^3}y }{\mathrm{d} x^3}+ \lambda \frac{\mathrm{dy} }{\mathrm{d} x} - xy = 0, \lim_{x \to \infty } y(x)=0

Find the asymptotic of the solution for lambda>> 1. Normalize the solution so y(0) =1.

Homework Equations



Using differentiation properties of Fourier transform,

\frac{\mathrm{d^n}y }{\mathrm{d} x^n} = {(ik)^n }Y[f]

The Attempt at a Solution



using the property

(ik)^3Y[f]+\lambda (ik)Y[f]-xY[f] =0

Y[f]((ik)^3+\lambda ik-x) = 0

so I'm slightly stuck here, since its zero on the right hand side...
 
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dankaroll said:
Using differentiation properties of Fourier transform,

\frac{\mathrm{d^n}y }{\mathrm{d} x^n} = {(ik)^n }Y[f]
This equation is wrong, look it up.
 
Note that the Fourier transform of xy isn't xY(k). You can't treat x like a constant.

Also, how is the Fourier transform defined in your class? There are several common conventions in use. It would help to know which one you're using to avoid confusion.
 
Klockan3 said:
This equation is wrong, look it up.

<br /> F\left[ \frac{\partial f}{\partial x} \right] = ikF[f] <br />

http://www.thefouriertransform.com/transform/properties.php#derivative

where 2*f*pi = k

vela said:
Note that the Fourier transform of xy isn't xY(k). You can't treat x like a constant.

Looking over some properties, I can't seem to find what this would transform to. I think we can agree that x needs to go on the RHS and y needs to go away somehow...
 
How are you defining the Fourier transform?
 
Let me try this problem.
Let's say I use the definition of the Fourier transform f(x)=\frac{1}{\sqrt {2\pi }}\int _{-\infty}^{\infty } g(y)e^{ixy} dy, g(y)=\frac{1}{\sqrt{2\pi}}\int _{-\infty}^{\infty } f(x)e^{-ixy}dx.
I want to take the Fourier transform of the DE with respect to x.
So I get that it's worth -ik^3 \mathbb{F}(y)+\lambda \mathbb{F}(y)-\mathbb{F}(xy)=0.
\mathbb{F}(xy)=\frac{1}{\sqrt{2\pi}}\int_{-\infty}^{\infty}xye^{-ixy}dx. I'm stuck here. Not sure how to solve this integral. Any idea?
 
Hint: What's F'(y) equal to?
 
vela said:
Hint: What's F'(y) equal to?

Hmm I see I made a mistake, there shouldn't be any k's.
I'm a bit confused because y depends on x.
\mathbb{F}(y&#039;)=\frac{1}{\sqrt{2\pi }} \int _{\infty}^{\infty} y&#039;e^{-ixy}dx.
I was thinking about integration by parts but the fact that y depends on x troubles me. I know I'm almost sure I should express this in terms of \mathbb{F}(y)=\frac{1}{\sqrt{2\pi }} \int _{\infty}^{\infty} ye^{-ixy}dx.
 
I didn't even notice the k's. Since the original problem uses y(x), let's use k to be the variable conjugate to x:
\begin{align*}
f(x) &= \frac{1}{\sqrt{2\pi}} \int_{-\infty}^{\infty} F(k)e^{ikx}\, dk \\
F(k) &= \frac{1}{\sqrt{2\pi}} \int_{-\infty}^{\infty} f(x)e^{-ikx}\,dx
\end{align*}
So consider F'(k).
 
  • #10
vela said:
I didn't even notice the k's. Since the original problem uses y(x), let's use k to be the variable conjugate to x:
\begin{align*}
f(x) &= \frac{1}{\sqrt{2\pi}} \int_{-\infty}^{\infty} F(k)e^{ikx}\, dk \\
F(k) &= \frac{1}{\sqrt{2\pi}} \int_{-\infty}^{\infty} f(x)e^{-ikx}\,dx
\end{align*}
So consider F'(k).

Ok!
F&#039;(k)=-\frac{i}{\sqrt {2\pi}} \int _{-\infty}^{\infty}xf(x)e^{-ikx}dx=-i \mathbb{F}(xf(x)). Does this mean that if f(x)=y, I get that F&#039;(k)=-i \mathbb{F}(xy)?
I must say the notation of Mathews and Walker's book somehow confuses me, because the variable conjugate of x is y there.
 
  • #11
Yes, that's right.
 
  • #12
Ok thank you.
I get: \mathbb{F}[xf(x)]=-\frac{d}{idk}\mathbb{F}[f(x)]. I take f(x)=y(x)=y (for notation).
Thus \mathbb{F}(xy)=-\frac{d}{idk}\mathbb{F}(y). Using this, I tansform the original DE into -ik^3\mathbb{F}(y)+\lambda ik \mathbb{F}(y)+\frac{1}{i}\frac{d\mathbb{F}(y)}{dk}=0.
I multiply by i and factorize some terms to get F&#039;(k)+(k^3-\lambda k)F(k)=0.
I used separation of variables to get F(k)=Ae^{\frac{k^2}{2}\left ( \lambda - \frac{k^2}{2} \right ) }.
I doubt this is right because the question says to get the solution for large lambda.
If that is right, now the next step is to invert that expression to get y(x), right?
 
  • #13
I got the opposite sign in the exponent, but there's still the problem when k goes to infinity.
 
  • #14
vela said:
I got the opposite sign in the exponent, but there's still the problem when k goes to infinity.
You mean you have F(k)=Ae^{\frac{k^2}{2}\left ( \frac{k^2}{2}-\lambda \right ) }?
Hmm and what does this problem mean? That the Fourier transform isn't appropriate or...
 
  • #15
Found a sign error. Now my answer matches yours.
 

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