Find eigenvalues and eigenvectors of weird matrix

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Homework Help Overview

The discussion revolves around finding the eigenvalues and eigenvectors of a specific 3x3 matrix defined by parameters. Participants are exploring the characteristic polynomial and determinant calculations associated with the matrix.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants are attempting to compute the determinant of the matrix and derive the characteristic polynomial. There are discussions about the correctness of polynomial expansions and the identification of factors such as (a - λ). Some participants express confusion over the complexity of the expressions involved.

Discussion Status

There is active engagement with various attempts to simplify the determinant and identify eigenvalues. Some participants have suggested corrections to earlier calculations, while others are exploring different representations of the matrix. No consensus has been reached regarding the eigenvalues, and multiple interpretations are being considered.

Contextual Notes

Participants are working under the constraints of homework rules, which may limit the extent of guidance provided. There is also a mention of using LaTeX for clarity in mathematical expressions.

dukemiami
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Homework Statement


find eigenvalues and eigenvectors for the following matrix

|a 1 0|
|1 a 1|
|0 1 a|

Homework Equations

The Attempt at a Solution


I'm trying to find eigenvalues, in doing so I've come to a dead end at 1 + (a^3 - lambda a^2 -2a^2 lambda + 2a lambda^2 + lambda^2 a - lambda^3 - a + lambda)

This is because i have to put in a - lamnda across the board, then it gets tricky when trying to find eigenvalues with all these variables, can someone please help in this bizarre question.
 
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The polynomial you came up with isn't correct. I suggest you resist the temptation to multiply everything out immediately. You should find that ##(a-\lambda)## is a factor.
 
Ok so before i multiplied everything out, it came to:

det|1 (a - lamnda)| + (a - lamnda)*det|(a - lamnda) 1 | = 0
|0 1 | | 1 (a - lamnda)|

which becomes 1 + (a - lamnda)((a - lamnda)(a - lamnda) - 1)

I think i see now, you're right with the a - lamnda

Thus a represents an eigenvalue, and is the only one then?
 
dukemiami said:
Ok so before i multiplied everything out, it came to:

det|1 (a - lamnda)| + (a - lamnda)*det|(a - lamnda) 1 | = 0
|0 1 | | 1 (a - lamnda)|

which becomes 1 + (a - lamnda)((a - lamnda)(a - lamnda) - 1)

I think i see now, you're right with the a - lamnda

Thus a represents an eigenvalue, and is the only one then?

The

0 1 | | 1 (a - lamnda)|

should be shifted accordingly to match the top row
 
I don't think your expansion is correct. To get matrices to appear correctly, use LaTeX. It's pretty easy to learn. If you reply to this post, you can see an example.
$$\begin{vmatrix}
a-\lambda & 1 & 0 \\
1 & a-\lambda & 1 \\
0 & 1 & a-\lambda
\end{vmatrix}$$
 
dukemiami said:

Homework Statement


find eigenvalues and eigenvectors for the following matrix

|a 1 0|
|1 a 1|
|0 1 a|

Homework Equations

The Attempt at a Solution


I'm trying to find eigenvalues, in doing so I've come to a dead end at 1 + (a^3 - lambda a^2 -2a^2 lambda + 2a lambda^2 + lambda^2 a - lambda^3 - a + lambda)

This is because i have to put in a - lamnda across the board, then it gets tricky when trying to find eigenvalues with all these variables, can someone please help in this bizarre question.

If you set ##b = a - \lambda## the determinant of ##A - \lambda I## becomes ##b^3 -2b##, so equating this to zero gives roots ##b = 0## and ##b = \pm \sqrt{2}##.
 

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