Finding the eigenfunctions and eigenvalues associated with an operator

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The discussion revolves around finding eigenfunctions and eigenvalues for the operator defined by the second-order differential equation. The general solution is presented as a linear combination of exponential functions, but there is confusion regarding the periodicity condition, which leads to the conclusion that certain constants must be set to zero to satisfy the boundary conditions. The participants clarify that the eigenfunctions must be periodic, and thus only specific combinations of the solutions are valid. Ultimately, the periodic boundary conditions dictate the form of the eigenfunctions, leading to the conclusion that the eigenfunctions can be expressed in terms of hyperbolic functions for positive eigenvalues. The discussion emphasizes the importance of boundary conditions in determining the appropriate eigenfunctions.
  • #31
What is the real part of ##e^{i\sqrt q \phi}##?
 
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  • #32
JD_PM said:
Consider the following operator

$$\hat Q = \frac{d^2}{d \phi^2}$$

Find its eigenfunctions and eigenvalues.

The eigenvalue equation is

$$\frac{d^2}{d \phi^2} f(\phi) = q f(\phi)$$

Well, since Orodruin didn't answer my questions I will post the last message, sorry if I'm being repetitive:
1) ##f_1## CAN BE a normalizable periodic function.
2) ##f_2## IS NOT a solution to the problem stated at the beginning.

Good luck.
 
  • #33
JD_PM said:
We have

$$f_2(\phi) = D e^{i \phi \sqrt{q}} + E e^{- i \phi \sqrt{q}}$$

Let's apply the given boundary condition ##f(\phi +2\pi ) = f(\phi)## to ##f_2(\phi)##

$$D e^{i (\phi + 2\pi) \sqrt{q}} + E e^{- i (\phi + 2\pi) \sqrt{q}} = D e^{i \phi \sqrt{q}} + E e^{- i \phi \sqrt{q}}$$

$$D e^{-i \phi \sqrt{q}} + E e^{i \phi \sqrt{q}} = D e^{i \phi \sqrt{q}} + E e^{- i \phi \sqrt{q}}$$

$$D(e^{-i \phi \sqrt{q}} - e^{i \phi \sqrt{q}}) + E(e^{i \phi \sqrt{q}} - e^{- i \phi \sqrt{q}}) = 0$$

Mmm but this implies that ##D=0## and ##E=0##, which leads to the trivial solution.

There must be something wrong in here... I am thinking.

I'm still not sure how we got here! To go back to the beginning. For the equation:
$$\frac{d^2 f}{d\phi^2} = q\phi$$
We can write down the solutions:
$$f_1 = e^{\sqrt{q}\phi}, \ \ f_2 = e^{-\sqrt{q}\phi}$$
Now, we know that an exponential of a real variable is not periodic. And, we know that the exponential of an imaginary variable is periodic, via Euler's equation:
$$e^{i\phi} = \cos \phi + i\sin \phi$$
We need, therefore, ##\sqrt q## to be imaginary. I.e. we need ##q## to be a negative real number.

Moreover, the required periodicity of ##2\pi## implies that ##\sqrt q = in##, for ##n = 0, 1, 2 \dots##.

We claim, therefore, that the eigenvalues of ##\frac{d^2}{d\phi^2}## (when restricted to ##2\pi##-periodic functions) are ##q_n = -n^2##, each with two eigenfunctions:
$$f_{n+}(\phi) = e^{in\phi} = \cos(n\phi) + i\sin(n\phi), \ \ f_{n-} = e^{-in\phi} = \cos(n\phi) - i\sin(n\phi) $$
Except the special case ##n = 0##, where there is only one eigenfunction ##f_0(\phi) = 1##.

And that's all that there was supposed to be to it.

Finally, note that linear combinations of these eigenfunctions are also eigenfunctions. For example:
$$g_{n_1} = \frac 1 2 (f_{n+} + f_{n-}) = \cos(n\phi), \ \ g_{n_2} = \frac 1 {2i} (f_{n+} - f_{n-}) = \sin(n\phi)$$
Gives an alternative pair of eigenfunctions with eigenvalue ##-n^2##.

There is, therefore, no unique solution in terms of eigenfunctions. The solution is actually a 2D eigenspace (for ##n \ne 0##).
 
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  • #34
PeroK said:
I'm still not sure how we got here! To go back to the beginning. For the equation:
$$\frac{d^2 f}{d\phi^2} = q\phi$$
We can write down the solutions:
$$f_1 = e^{\sqrt{q}\phi}, \ \ f_2 = e^{-\sqrt{q}\phi}$$
Now, we know that an exponential of a real variable is not periodic. And, we know that the exponential of an imaginary variable is periodic, via Euler's equation:
$$e^{i\phi} = \cos \phi + i\sin \phi$$
We need, therefore, ##\sqrt q## to be imaginary. I.e. we need ##q## to be a negative real number.

Moreover, the required periodicity of ##2\pi## implies that ##\sqrt q = in##, for ##n = 0, 1, 2 \dots##.

We claim, therefore, that the eigenvalues of ##\frac{d^2}{d\phi^2}## (when restricted to ##2\pi##-periodic functions) are ##q_n = -n^2##, each with two eigenfunctions:
$$f_{n+}(\phi) = e^{in\phi} = \cos(n\phi) + i\sin(n\phi), \ \ f_{n-} = e^{-in\phi} = \cos(n\phi) - i\sin(n\phi) $$
Except the special case ##n = 0##, where there is only one eigenfunction ##f_0(\phi) = 1##.

And that's all that there was supposed to be to it.

Finally, note that linear combinations of these eigenfunctions are also eigenfunctions. For example:
$$g_{n_1} = \frac 1 2 (f_{n+} + f_{n-}) = \cos(n\phi), \ \ g_{n_2} = \frac 1 {2i} (f_{n+} - f_{n-}) = \sin(n\phi)$$
Gives an alternative pair of eigenfunctions with eigenvalue ##-n^2##.

There is, therefore, no unique solution in terms of eigenfunctions. The solution is actually a 2D eigenspace (for ##n \ne 0##).

I have to say that, to me, what you are saying here is correct.

However I want to also follow what Orodruin is saying, to see where we end up.If we are all correct, we should get the exact same answer right? :)
 
  • #35
JD_PM said:
I have to say that, to me, what you are saying here is correct.

However I want to also follow what Orodruin is saying, to see where we end up.If we are all correct, we should get the exact same answer right? :)

Yes, of course. It depends how long you want to spend on this.
 
  • #36
Orodruin said:
What is the real part of ##e^{i\sqrt q \phi}##?

$$\cos(\phi \sqrt q )$$

Ahhh

So using Euler’s formula we end up with

$$(2D - 2E)\sin(\phi \sqrt q ) = 0$$

Let’s label a new constant; ##F=2D - 2E##

Thus we have

$$F\sin(\phi \sqrt q ) = 0$$

Let's assume ##F \neq 0##. Thus

$$\sin(\phi \sqrt q ) = 0$$

$$\phi \sqrt q = 2\pi n$$

$$q = \frac{4\pi^2}{\phi^2} n^2$$

Where ##\phi \neq 0##. OK to match the correct eigenvalue solution (##q_n = -n^2## as PeroK showed; note that Griffiths states the same solution as PeroK) we need ##\frac{4\pi^2}{\phi^2} =-1##. This looks awkward to me, there has to be something wrong in what I have done...
 
  • #37
PeroK said:
Yes, of course. It depends how long you want to spend on this.

I am afraid I really like trying different methods in the problems I solve... I cannot avoid to at least try and see what I get 😆
 
  • #38
JD_PM said:
$$D e^{i (\phi + 2\pi) \sqrt{q}} + E e^{- i (\phi + 2\pi) \sqrt{q}} = D e^{i \phi \sqrt{q}} + E e^{- i \phi \sqrt{q}}$$

$$D e^{-i \phi \sqrt{q}} + E e^{i \phi \sqrt{q}} = D e^{i \phi \sqrt{q}} + E e^{- i \phi \sqrt{q}}$$

There must be something wrong in here... I am thinking.

I don't understand this step at all.
 
  • #39
$$D e^{i (\phi + 2\pi) \sqrt{q}} = D e^{-i \phi \sqrt{q}}$$

Right?
 
  • #40
JD_PM said:
$$D e^{i (\phi + 2\pi) \sqrt{q}} = D e^{-i \phi \sqrt{q}}$$

Right?

Wrong! E.g. with ##\sqrt q = 1##.
 
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  • #41
Mmm so I am stuck in here then

$$D e^{i (\phi + 2\pi) \sqrt{q}} + E e^{- i (\phi + 2\pi) \sqrt{q}} = D e^{i \phi \sqrt{q}} + E e^{- i \phi \sqrt{q}}$$
 
  • #42
Let's see if Orodruin wants to go further.

I am willing to go for the extra method (I am quite curious) but as it is not strictly necessary (I find PeroK's answer satisfactory enough) I would perfectly understand if Orodruin feels it is not necessary.
 

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