Degenerate Eigenvalues and Eigenvectors: Understanding Differences in Solutions

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Homework Help Overview

The discussion revolves around the concept of degenerate eigenvalues and eigenvectors in the context of a matrix problem. Participants are examining the differences in eigenvalues and eigenvectors derived from a 4x4 matrix compared to those obtained from smaller 2x2 matrices formed by selecting specific rows.

Discussion Character

  • Conceptual clarification, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants are exploring the validity of using determinants from subsets of rows to analyze eigenvalues and eigenvectors. Questions arise regarding the interpretation of eigenvalues being distinct versus degenerate, and whether the methods employed yield equivalent results.

Discussion Status

The discussion is ongoing, with participants questioning the assumptions made about the eigenvalues and their degeneracy. Some guidance has been offered regarding the interpretation of results, but there is no explicit consensus on the differences between the cases being analyzed.

Contextual Notes

There is a mention of confusion regarding the distinctness of eigenvalues and the implications of using different row combinations to compute determinants. Participants are grappling with the definitions and properties of eigenvalues in the context of the problem.

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Homework Statement


Please see the attached image.

The first line just finds the eigenvalues of that matrix.

The second line finds the eigenvectors.

The third line just takes row 1 and row 3 of that matrix and find the determinant.
The fourth line just takes row 2 and row 4 of that matrix and find the determinant.


Because the two sets of equations are identitical, the eigenval
ues are double degenerate in the later case. Thus the evectors are not fixed.

But in the former case, the eigenvalues/eigenvecotrs are different.


THe solution is the later but I don't understand why the former part gives different answers.

What's wrong?

Homework Equations





The Attempt at a Solution

 

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I'm not sure what you're getting at. You're getting the same set of eigenvalues whether you use the 4x4 matrix or the two 2x2 matrices. Are you asking why you have more freedom to choose the eigenvectors in the 4x4 case?
 
No that's the thing. The eigenvalues are not the same.

Is the technique on line 3 and 4 valid? the equations are independent of each other.
 
You have the same set of four eigenvalues. How are the two sets different?
 
In the first line, there were 4 distinct eigenvalues.In the third & fourth line there are 2 degenerate eigenvalues.

Do you know what I mean?

Line 3 examines row 1 and row 3 in the matrix and takes the determinant of that separately from

Line 4 which examines row 2 and row 4 in the matrix and takes the determinant of that.

Can you do this? Clearly, they're not equivalent.
 
Nusc said:
In the first line, there were 4 distinct eigenvalues.

How exactly do you consider -\sqrt{3}\sqrt{3A^2+4B^2}[/itex] to be distinct from -\sqrt{3}\sqrt{3A^2+4B^2}[/itex]? <img src="https://cdn.jsdelivr.net/joypixels/assets/8.0/png/unicode/64/1f615.png" class="smilie smilie--emoji" loading="lazy" width="64" height="64" alt=":confused:" title="Confused :confused:" data-smilie="5"data-shortname=":confused:" /><br /> <br /> In your first line, you do not have 4 distinct eigenvalues; you have two doubly degenerate eigenvalues.
 
Those values each appear twice among the four eigenvalues in both cases. How are they different?
 
Haha you're right. I took the determinant by hand and solved it and didn't see what was written in mathematica...
 

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