Sturm-Liouville Eigenvalue Problem (Variational Method?)

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Homework Help Overview

The discussion revolves around estimating the lowest eigenvalue of a Sturm-Liouville problem defined by a second-order differential equation with specific boundary conditions. The participants are exploring the variational method as a potential approach to solve the problem.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the use of the variational method and the significance of trial functions in estimating eigenvalues. There is confusion regarding the choice of trial functions that satisfy the boundary conditions, with suggestions to use functions like ##\sin(nx)## and considerations of parameterized trial functions.

Discussion Status

The discussion is ongoing, with participants sharing their thoughts on the validity of different trial functions and the implications of boundary conditions. Some guidance has been provided regarding the necessity for trial functions to meet the boundary conditions, and there is an exploration of alternative functions that could be used.

Contextual Notes

Participants express concern about the adequacy of their estimates and the need to prepare for similar problems in future assessments. There is mention of previous coursework and the challenges faced in applying the variational method effectively.

ChrisJ
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Homework Statement


Using Sturm-Liouville theory, estimate the lowest eigenvalue ##\lambda_0## of...
<br /> \frac{d^2y}{dx^2}+\lambda xy = 0<br />
With the boundary conditions, ##y(0)=y(\pi)=0##

And explain why your estimate but be strictly greater than ##\lambda_0##

Homework Equations


##\frac{d}{dx} \left (p \frac{dy}{dx} \right) + qy + \lambda \rho y = 0 ##
##\frac{I}{J}=\frac{\int (p (y')^2 - qy^2) dx}{\int \rho y^2 dx} ##

The Attempt at a Solution


I am rather stuck here I think, I am so confused, I am pretty sure our lecturer said we had to use the variatonal method but I cannot see how to do that here.

But somewhere in my notes it says that the eigenvalues of a SL equation are given by I/J (second equation in the relevant equations section).

So to make a start that is what I did. Comparing the Sl equation with the equation given to solve, I can see that ##p=1##, ##q=0##, and ##\rho(x) = x## where ##\rho## is the weight function. And I used the trial function that ##y(x)=\sin(x)##

So I calcuated I/J (lower limit 0, upper limit ##\pi## for the integrals), using integration by parts and trig identities for J and simple trig identities and u-sub for I.

I found ##I=\pi/2## and ##J=\pi^2/4## so therefore ##I/J=2/\pi## I didnt post all my working because I doubled checked it in an integral calculator. But now I am lost. That cannot just be it.

I don't understand how to use the variational method here, all examples I have seen using the SL variational method online were to solve problem where a trial function of ##e^{-\alpha x^2} ## satisfied the BC's and the problems required integrating I/J from -'ve to +'ve infinity, and then setting it to zero and solving for ##\alpha## I can't see how I can use that method in this problem.

Or if that even is what is required. Any help is greatly appreciated, really lost here.
 
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Why can't it be it? It is an estimate. You might be able to improve on it by using some sort of trial function that depends on a parameter you can minimise wrt to, but that is another step. How close you get to the actual eigenvalue will depend on how good you are at guessing.
 
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Orodruin said:
Why can't it be it? It is an estimate. How close you get to the actual eigenvalue will depend on how good you are at guessing.

Thanks for the reply.

Yeah I know the answer I had was a valid estimate, just I don’t think it is what the assessors will be looking for.

Orodruin said:
You might be able to improve on it by using some sort of trial function that depends on a parameter you can minimise wrt to, but that is another step.
Do you mean like using ##\sin(\alpha x)## instead and then setting I/J to zero and solving for \alpha? I did attempt that beforehand but I didnt seem to get anywhere usefull but will give it another go if that is what is required.

Or should I try to improve my trial function?
 
That function does not satisfy the boundary conditions except for a discrete set of alphas. Your guess must always satisfy the boundary conditions.
 
Orodruin said:
That function does not satisfy the boundary conditions except for a discrete set of alphas. Your guess must always satisfy the boundary conditions.

Oh ok, should I try to look for a different
Orodruin said:
That function does not satisfy the boundary conditions except for a discrete set of alphas. Your guess must always satisfy the boundary conditions.

Ah ok.

So when you said
You might be able to improve on it by using some sort of trial function that depends on a parameter you can minimise wrt to, but that is another step.

Did you mean a completely different function to Sine? As I am thinking that minimising wrt to a parameter is what I need to do. I can't think of any other function that would satisfy the BC's though,
 
ChrisJ said:
I can't think of any other function that would satisfy the BC's though
You cannot think of any other function that satisfies ##y(0) = y(\pi) = 0##??
 
I have two suggestions:
1. Let ##y(x)=sin(nx)##.
2' Express ##\rho(x)## as a Fourier series.
 
Orodruin said:
You cannot think of any other function that satisfies ##y(0) = y(\pi) = 0##??

It doesn’t matter too much now as the works been submitted. But would need to be able to problems like this for an exam in like 6 week time.

But I couldn't think of another function that satisfied the BC's and that was suitable.

I tried ##y(x) = \sin(x) / x ## and the calculation become impossible, or more generally tried ##y(x)=x^n \sin(x)##. And I also tried ##y(x)=e^{ix} + 1## but that leads to a non-real answer.

Fred Wright said:
I have two suggestions:
1. Let ##y(x)=sin(nx)##.
.

I suggested that on post #3, but was told its not valid as it doesn't always satisfy the BC's
 
ChrisJ said:
I suggested that on post #3, but was told its not valid as it doesn't always satisfy the BC's
No you did not. You suggested ##\sin(\alpha x)## where I interpreted ##\alpha## as a continuous parameter. When ##n## is an integer, it clearly satisfies the boundary conditions. Any linear combination of such functions, for example ##f(x,\alpha) = \cos(\alpha)\sin(x) + \sin(\alpha) \sin(2x)## would be a possible trial function.

ChrisJ said:
But I couldn't think of another function that satisfied the BC's and that was suitable.
What do you mean by "suitable"? Any function that satisfies the boundary conditions will work. Of course, you might get a better or worse estimate depending on the function you pick.
 

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