Eigenvalues of Hermitian opertors

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Discussion Overview

The discussion revolves around the properties of eigenvalues and eigenfunctions of Hermitian operators, specifically focusing on the relationship between orthogonality and distinct eigenvalues. Participants explore various theorems and their converses, as well as the implications of degeneracy in eigenvalues.

Discussion Character

  • Debate/contested
  • Technical explanation
  • Conceptual clarification

Main Points Raised

  • Some participants seek a proof that orthogonal eigenfunctions of a Hermitian operator must have distinct eigenvalues.
  • Others argue that this is not necessarily true, citing examples of orthogonal eigenfunctions that share the same eigenvalue, particularly in cases of degeneracy.
  • One participant recalls needing to prove the converse of a theorem related to the completeness of eigenfunctions or their orthogonality in relation to distinct eigenvalues.
  • There is a discussion about the correct formulation of various theorems and their converses regarding Hermitian operators, with some participants expressing uncertainty about the validity of certain statements.
  • One participant suggests that the completeness of eigenfunctions implies the operator is Hermitian, while others challenge the correctness of this assertion.
  • Disagreement arises over the correctness of statements regarding the implications of real eigenvalues and the conditions for an operator to be Hermitian.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the relationship between orthogonality and distinct eigenvalues of Hermitian operators. Multiple competing views remain regarding the correctness of various theorems and their converses.

Contextual Notes

Some statements made by participants depend on specific definitions and assumptions about Hermitian operators, eigenvalues, and eigenfunctions, which are not fully resolved in the discussion.

migwing007
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I'm looking for a proof of the fact that orthogonal eigenfunctions of a Hermitian operator have distinct eigenvalues. I know the proof the converse: that eigenfunctions belonging to distinct eigenvalues are orthogonal.
thanks a lot!
 
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I don't believe that it is true that orthogonal eigenfunctions have distinct eigenvalues. Certainly in terms of degeneracy, one can employ the Gram-Schmidt orthogonalization procedure to get orthogonal eigenfunctions which have the same eigenvalue...

I'm pretty bad at math though, so I wouldn't take my word on it lol.
 
migwing007 said:
I'm looking for a proof of the fact that orthogonal eigenfunctions of a Hermitian operator have distinct eigenvalues.

As Matterwave has said, this it not true. Consider the matrix
<br /> \left( \begin{array}{cc} <br /> 1 &amp; 0 \\ <br /> 0 &amp; 1 \\ <br /> \end{array} \right)<br />

\left( \begin{array}{c} <br /> 1 \\ <br /> 0 \\ <br /> \end{array} \right) and \left( \begin{array}{c} <br /> 0 \\ <br /> 1 \\ <br /> \end{array} \right) are orthogonal eigenvectors that both are associated with the eigenvalue 1 (as is any linear combination of these vectors).
 
This is really bothering me

I'm remembering from a while ago having to prove the converse of a theorem from Griffiths, but I can't remember which one of the following it is:

Prove converse of:

1.) The eigenfunctions of a Hermitian operator are complete,

2.) Eigenfunctions of Hermitian operators belonging to distinct eigenvalues are orthogonal, or

3.) Eigenvalues of Hermitian operators are real

thanks a lot!
 
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migwing007,

It's not clear (to me anyway) what you're asking. Maybe try stating the
theorem or its converse in exactly the wording that you want to prove?
 


strangerep said:
migwing007,

It's not clear (to me anyway) what you're asking. Maybe try stating the
theorem or its converse in exactly the wording that you want to prove?
Well, the converse of the first one would be: if the eigenfunctions of an operator are complete then the operator is hermitian.

the second would be: if the eigenfunctions of an operator belonging to distinct eigenvalues are orthogonal then the operator is hermitian.

and the third is: If the eigenvalues of an operator are real then the operator is hermitian
Actually I don't think 2 and 3 are correct so that leaves #1.

I've looked online but can't seem to find it

Hope that clarifies it
 
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migwing007 said:
Well, the converse of the first one would be: if the eigenfunctions of an operator are complete then the operator is hermitian.

the second would be: if the eigenfunctions of a hermitian operator belong to distinct eigenvalues then the eigenfunctions are orthogonal.

and the third is: If the eigenvalues of an operator are real then the operator is hermitian



Actually I don't think 2 and 3 are correct so that leaves #1.

I've looked online but can't seem to find it

Hope that clarifies it

If the eigenvectors of an operator A form a complete orthonormal set {|i \rangle}, then you can write the operator A (in terms of its eigenvalues) as
A = \sum a_{i}|i \rangle \langle i |
Thus
\{A = A^{\dagger}\} \Leftrightarrow \{ a_{i} = a_{i}^{\ast}\}
So, your first statement is wrong while 2 and 3 are correct.

sam
 


samalkhaiat said:
migwing007 said:
If the eigenvectors of an operator A form a complete orthonormal set {|i \rangle}, then you can write the operator A (in terms of its eigenvalues) as
A = \sum a_{i}|i \rangle \langle i |
Thus
\{A = A^{\dagger}\} \Leftrightarrow \{ a_{i} = a_{i}^{\ast}\}
So, your first statement is wrong while 2 and 3 are correct.
No, only 2 is correct. The operator that maps a|up>+b|down> to b|up> has real eigenvalues but is not Hermitian.
 
Migwing007 started four separate threads on the same topic. I've deleted two and merged two.
 

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