Calculating Eigenvectors and Eigenvalues for a Given Matrix

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Homework Help Overview

The discussion revolves around calculating the eigenvalues and eigenvectors for a specified matrix. The original poster attempts to find the eigenvalues and eigenvectors of the matrix provided, having identified eigenvalues of -4 and 3.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the process of solving the characteristic equation and the subsequent steps to find eigenvectors. There are questions regarding the correctness of calculations and the verification of results using calculators. Some participants suggest re-evaluating the matrix multiplication process.

Discussion Status

Several participants have offered guidance on checking calculations and verifying results. The conversation includes acknowledgment of potential errors in computation and the need to explore eigenvectors corresponding to both eigenvalues.

Contextual Notes

There is mention of discrepancies between the original poster's calculated eigenvector and those obtained from calculators, raising questions about the accuracy of the calculations. Additionally, the discussion touches on the challenge of finding linearly independent eigenvectors for the eigenvalue of 3.

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Homework Statement


Find the eigenvalues and the eigenvectors for the given matrix.

Homework Equations


[tex]\[<br /> A =<br /> \left[ {\begin{array}{ccc}<br /> -1 & 6 & 2 \\<br /> 0 & 5 & -6 \\<br /> 1 & 0 & -2 \\<br /> \end{array} } \right]<br /> \][/tex]

The Attempt at a Solution


I solved [tex]A-\lambda I = 0[/tex] and got eigenvalues of -4 and 3, which I've confirmed as correct. After that, to solve for the eigenvalue of -4:
[tex]\[<br /> A+4I =<br /> \left[ {\begin{array}{ccc}<br /> 3 & 6 & 2 \\<br /> 0 & 9 & -6 \\<br /> 1 & 0 & 2 \\<br /> \end{array} } \right]<br /> \][/tex] ~ [tex]\[<br /> \left[ {\begin{array}{ccc}<br /> 1 & 0 & 2 \\<br /> 0 & 1 & -2/3 \\<br /> 0 & 0 & 0 \\<br /> \end{array} } \right]<br /> \][/tex]

so [tex]\vec x = a \[<br /> \left[ {\begin{array}{c}<br /> -2 \\<br /> 2/3 \\<br /> 1 \\<br /> \end{array} } \right]<br /> \][/tex] for all a≠0.

...however, according to two different calculators, [tex]\vec x = a \[<br /> \left[ {\begin{array}{c}<br /> 1.1872 \\<br /> -.3957 \\<br /> -.5936 \\<br /> \end{array} } \right]<br /> \][/tex]

...which I've verified as being a working solution, while with mine:

[tex]( A + 4 I ) \vec x =\[<br /> \left[ {\begin{array}{c}<br /> -2 \\<br /> 6 \\<br /> -2 \\<br /> \end{array} } \right]<br /> \][/tex] - all values should equal zero, which they do with the calculated solution. What am I doing wrong?
 
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I think you've just made a calculation error while checking your work. I just did the multiplication and (A+4I)x=0. Somehow when you multiplied the matrix by x you came up with just the negative of the third column in (A+4I). Try it again and if you're still having the same problem try googling "Matrix Multiplication" and make sure you're using the correct process.
 
Your eigenvector works for the eigenvalue -4. You need to do the same for eigen value 3, I don't think it's possible to find 3 L.I. eigenvectors though!


[tex]\left(\begin{array}{c}<br /> 1 \\<br /> \frac{3}{2} \\<br /> 0<br /> \end{array} \right)[/tex]

that is a "nice" vector to put in P though!
 
Doh. I entered 0 in my calculator instead of 1 for the last value of x. Thanks anyways :)
 

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