Eigenvalues for integral operator

In summary: So you can assume that a=1. This leaves you with two equations and two unknowns. Solve them for b,\lambda. You will get a formula for x(t) and a formula for \lambda. The latter will be an equation you have to solve. Do it.
  • #1
margaret37
12
0

Homework Statement



Find all non-zero eignvalues and eigenvectors for the following integral operator

[itex] Kx := \int^{\ell}_0 (t-s)x(s) ds [/itex]

in [itex] C[0,\ell] [/itex]

Homework Equations



[itex] \lambda x= Kx [/itex]


The Attempt at a Solution



[itex] \int^{\ell}_0 (t-s)x(s) ds = \lambda * x(t) [/itex]

[itex] t\int^{\ell}_0 x(s) ds - s\int^{\ell}_0x(s) ds = \lambda * x(t) [/itex]

Am I even going the right direction?
I think I need function(s) of x(t) and scalar [itex] \lambda [/itex], when I am finished is that right?

And should [itex] \lambda [/itex] be a complex (possibly real) number?
 
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  • #2
margaret37 said:

Homework Statement



Find all non-zero eignvalues and eigenvectors for the following integral operator

[itex] Kx := \int^{\ell}_0 (t-s)x(s) ds [/itex]

in [itex] C[0,\ell] [/itex]

Homework Equations



[itex] \lambda x= Kx [/itex]

The Attempt at a Solution



[itex] \int^{\ell}_0 (t-s)x(s) ds = \lambda * x(t) [/itex]

[itex] t\int^{\ell}_0 x(s) ds - s\int^{\ell}_0x(s) ds = \lambda * x(t) [/itex]

Am I even going the right direction?
I think I need function(s) of x(t) and scalar [itex] \lambda [/itex], when I am finished is that right?

And should [itex] \lambda [/itex] be a complex (possibly real) number?

Well, you are already on the wrong track because you cannot simply pull the "s" out of this integral when it's the variable of integration!

[tex]\int^{\ell}_0 sx(s) ds \neq s\int^{\ell}_0x(s) ds[/tex]
 
  • #3
Oops. :( But is this the right way to do it?
 
  • #4
margaret37 said:
Oops. :( But is this the right way to do it?

Well, you haven't got that far yet so I can't say for sure.

But the basic idea is that [itex]\lambda[/itex] will be a complex number (there might be more than one that work!), and corresponding to each such [itex]\lambda[/itex] there will be a family of specific functions [itex]x(t)[/itex] (the eigenvalues) which satisfy

[tex]\int_0^\ell (t-s) x(s) ds = \lambda x(t)[/tex]
 
  • #5
First of all you should correctly state the problem. It should read:

[tex](Kx)(t) := \int^{\ell}_0 (t-s)x(s) ds[/tex]

Can you see the difference?
 
  • #6
I do see the difference. (Which is not how it is written on my assignment.)

So does K operate on x? Are t and s scalars?

So for a trivial example...

[tex] \int {e^{nx}} = ne^nx [/tex]


So is this a solution to some integral equation similar to the problem?

Thank you for your answer
 
  • #7
K takes a function x. It produces a new function Kx. The value of the new function at t is calculated from the values of the old function by the process of integration. You operator could be as well written as

[tex]
(Ky)(s) := \int^{\ell}_0 (s-t)y(s) dt
[/tex]

That would be exactly the same operator. Think about it!

Anyway, you want to solve the equation

[tex]Kx=\lambda x[/tex]

Now two functions are equal when they are equal at all points. So the above means

[tex](Kx)(t)=\lambda x(t)[/tex] for all t.

So you substitute and get as much as possible from the equation

[tex]
\int^{\ell}_0 (t-s)x(s) ds =\lambda x(t)
[/tex]

for all t.

Now, if [itex]\lambda\neq 0[/itex] can you see from this equation that x(t) is necessarily a linear function of t, that is that it must be of the form

x(t)=at+b

?
 
  • #8
Thank you very much. I think the light MAY be starting to dawn.
 
  • #9
One more thing. You should get now something like

[tex]t\int_0^l(as+b)ds -\int_0^l s(as+b)=\lambda (at+b)[/tex]

This is supposed to hold for all t, so, in particular, for t=0. So you will get two equations from the one above. Two equations for three unknowns: a,b,[itex]\lambda[/itex]. But do not worry. The eigenfunction are determined only up to a multiplicative constant.
 

1. What are eigenvalues for integral operators?

Eigenvalues for integral operators are a set of values that satisfy a particular equation related to the operator. They represent the possible outputs of the operator when acting on a given input.

2. How are eigenvalues for integral operators calculated?

Eigenvalues for integral operators can be calculated by solving the characteristic equation associated with the operator. This involves finding the roots of a polynomial equation.

3. What is the significance of eigenvalues for integral operators?

Eigenvalues for integral operators are important because they provide information about the behavior of the operator. They can indicate stability, convergence, and other properties of the system.

4. Can eigenvalues for integral operators be complex numbers?

Yes, eigenvalues for integral operators can be complex numbers. In fact, in many cases, complex eigenvalues provide more information about the system than real eigenvalues.

5. How can eigenvalues for integral operators be used in applications?

Eigenvalues for integral operators have a wide range of applications in fields such as physics, engineering, and economics. They can be used to solve differential equations, analyze dynamic systems, and model physical phenomena.

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