Calculating the determinant of a quadratic for Eigenvalues

Click For Summary

Homework Help Overview

The discussion revolves around finding the eigenvalues and eigenvectors of specific 3x3 matrices. Participants express challenges in calculating the determinant and obtaining the roots of the characteristic polynomial.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants attempt to compute the characteristic polynomial for given matrices but express uncertainty about their calculations. There are discussions about potential errors in the determinant calculations and the roots of the resulting cubic equations. Some participants suggest using computational tools for assistance.

Discussion Status

There is an ongoing exploration of the characteristic polynomial and its roots. Some participants have consulted with tutors for clarification, while others are still grappling with the calculations. Multiple interpretations of the matrices and their elements are being discussed, indicating a lack of consensus on the correct approach.

Contextual Notes

Participants note that the complexity of the determinant increases with the dimensionality of the matrices. There are mentions of potential errors in the original matrix setup, specifically regarding the values of certain elements, which may affect the outcome of the eigenvalue calculations.

Bucky
Messages
79
Reaction score
0

Homework Statement


Find the eigenvalues and eigenvectors of


<br /> <br /> A = \left(\begin{array}{ccc}5&amp;1&amp;1\\1&amp;3&amp;1\\1&amp;1&amp;3\end{array}\right)<br />

The Attempt at a Solution



The problem I'm having is finding the eigenvalues for the matrix. In 2d matricies it's not too bad, but in 3d the determinant is quite big, and I end up with
-\lambda^3 - \lambda^2 - 20\lambda + 34 = 0
(note - very possible this is wrong, there's enough numbers being pushed around for something to have went wrong.)

How do I get three roots from this? Taking the values given in the book I get the rest of the question, it's just this step that's giving me trouble.

Thanks.
 
Last edited:
Physics news on Phys.org
Bucky said:

Homework Statement


Find the eigenvalues and eigenvectors of <br /> <br /> A = \left(\begin{array}{ccc}5&amp;1&amp;1\\1&amp;3&amp;2\\1&amp;1&amp;3\end{array}\right)<br />

The Attempt at a Solution



The problem I'm having is finding the eigenvalues for the matrix. In 2d matricies it's not too bad, but in 3d the determinant is quite big, and I end up with
-\lambda^3 - \lambda^2 - 20\lambda + 34 = 0
(note - very possible this is wrong, there's enough numbers being pushed around for something to have went wrong.)

...yeah, I think something went wrong. You can try again and be very careful about the numbers, or you could use a computer program like mathematica to do the grunt work for you...
 
P.S. MMA finds that the eigenvalues given by
<br /> -32 + 35 \lambda - 11 \lambda^2 + \lambda^3<br />
 
P.P.S... are you sure that the "2" in your matrix is not supposed to be a "1"

In the latter case the eigenvalues are much nicer...
 
sorry yeah that 2 should be a 1 (changed it in origonal post).

either way, how do i take this expression and get three roots from it?

book gives 2, 3, 6 as the results.
 
your equation is wrong. try to work out the secular equation again and be careful. you will end up with a cubic equation which is hard in general to solve, but usually in homework problems you can guess one of the roots which you can then factor out anf you only have to solve a quadradic equation which is easier.
 
ok I spoke to my tutor about it and he explained how to do these, which made things a lot clearer. I've moved onto doing the next question, and I get one root but i can't get the other two..

A = \left(\begin{array}{ccc}-1&amp;1&amp;-1\\1&amp;-1&amp;-1\\-1&amp;-1&amp;-1\end{ar ray}\right)

D(\lambda) = \left(\begin{array}{ccc}-1- \lambda&amp;1&amp;-1\\1&amp;-1 - \lambda&amp;-1\\-1&amp;-1&amp;-1 - \lambda\end{ar ray}\right)

Expand determinant to give:

<br /> <br /> = (-1 - \lambda) ((-1-\lambda)^2 - 1) - 1((-1 - \lambda) - 1) - (( -1 - \lambda) + 1)

<br /> = (-1 - \lambda) \{ ((-1-\lambda)^2 - 1) - 1(1-1) - (1+1) \}

<br /> = (-1 - \lambda) \{ (\lambda^2 + \lambda) - 0 - 2 \}

<br /> = (-1 - \lambda) \{ \lambda^2 + 2 \lambda - 2 \} <br />

I'm sure I've dropped something somewhere (since the quadratic doesn't work out), but I've read this over and over and can't see where I've went wrong.
 
Bucky said:
ok I spoke to my tutor about it and he explained how to do these, which made things a lot clearer. I've moved onto doing the next question, and I get one root but i can't get the other two..

A = \left(\begin{array}{ccc}-1&amp;1&amp;-1\\1&amp;-1&amp;-1\\-1&amp;-1&amp;-1\end{ar ray}\right)

D(\lambda) = \left(\begin{array}{ccc}-1- \lambda&amp;1&amp;-1\\1&amp;-1 - \lambda&amp;-1\\-1&amp;-1&amp;-1 - \lambda\end{ar ray}\right)

Expand determinant to give:

<br /> <br /> = (-1 - \lambda) ((-1-\lambda)^2 - 1) - 1((-1 - \lambda) - 1) - (( -1 - \lambda) + 1)
the third term is incorrect. it should be
<br /> -(-1+(-1-\lambda))<br />
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 6 ·
Replies
6
Views
1K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 19 ·
Replies
19
Views
4K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 7 ·
Replies
7
Views
4K
  • · Replies 5 ·
Replies
5
Views
2K