Why Are the Eigenvalues of This Matrix A and A + φ²B?

  • Context: Graduate 
  • Thread starter Thread starter Gianfelici
  • Start date Start date
  • Tags Tags
    Eigenvalue Eigenvector
Click For Summary

Discussion Overview

The discussion revolves around the eigenvalues of a specific N x N matrix defined as M^{ab} = A\delta^{ab} + B \phi^a \phi^b, where δ^{ab} is the identity matrix and φ is a column vector. Participants explore the multiplicities of the eigenvalues as stated in a paper and seek clarification on the calculations involved.

Discussion Character

  • Technical explanation, Debate/contested

Main Points Raised

  • One participant presents the eigenvalues as A with multiplicity 1 and A + φ²B with multiplicity N-1, as stated in the paper.
  • Another participant challenges this by suggesting that the eigenvalues should be A with multiplicity N-1 and A + φ²B with multiplicity 1, proposing to first find the eigenvalues of the rank 1 matrix Bφ^aφ^b.
  • A later reply confirms the correction, agreeing that A has multiplicity N-1 and A + φ²B has multiplicity 1, indicating that the suggested approach was helpful in resolving the issue.

Areas of Agreement / Disagreement

There is initial disagreement regarding the multiplicities of the eigenvalues, but a later response aligns with the corrected view that A has multiplicity N-1 and A + φ²B has multiplicity 1.

Contextual Notes

The discussion includes assumptions about the properties of the matrices involved and the implications of adding a rank 1 matrix to a scaled identity matrix, which may not be fully resolved in the exchanges.

Gianfelici
Messages
4
Reaction score
0
Hi, I have a problem with the calculation of the eigenvalue of a matrix. That matrix is an N x N matrix which can be written as:

##M^{ab} = A\delta^{ab} + B \phi^a \phi^b##

where ##\delta^{ab}## is the identity matrix and the ##\phi## is a column vector. The paper I'm studying says that the eigenvalue of this matrix are:

A with molteplicity 1

##A + \phi^2 B## with molteplicity N-1

but I can't understand why! Can anyone help me?
 
Last edited:
Physics news on Phys.org
You should put ## around the latex code to render it :smile:
 
adjacent said:
You should put ## around the latex code to render it :smile:


Thank you, now it'right
 
Gianfelici said:
The paper I'm studying says that the eigenvalue of this matrix are:

A with molteplicity 1

##A + \phi^2 B## with molteplicity N-1

I think it should be
A with multiplicity N-1
##A + \phi^2 B## with multiplicity 1.

First find the eigenvalues of the rank 1 matrix ##B\phi^a\phi^b##.
Then think about what happens when you add ##A\delta^{ab}##, which is A times the identity matrix.
 
  • Like
Likes   Reactions: 1 person
yes, you're right, it was A with multeplicity N-1 and the other with multeplicity 1. I tried to use your suggestion and I solved it! thank you very much!
 

Similar threads

  • · Replies 33 ·
2
Replies
33
Views
3K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 13 ·
Replies
13
Views
4K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 2 ·
Replies
2
Views
9K
  • · Replies 4 ·
Replies
4
Views
3K