Solving a 3x3 Matrix with Lambda: A Tutorial

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SUMMARY

This discussion focuses on solving for the eigenvalues of a 3x3 matrix using the lambda (λ) method. The matrix in question is:

4 1 4
1 7 1
4 1 4

The user correctly modifies the matrix to include λ, resulting in:

4-λ 1 4
1 7-λ 1
4 1 4-λ

To find the eigenvalues, the determinant is expanded along the top row, leading to the conclusion that 0 is one of the eigenvalues with a corresponding eigenvector of [1, 0, -1].

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with determinants of matrices
  • Knowledge of the lambda (λ) notation in linear algebra
  • Experience with 2x2 matrix operations
NEXT STEPS
  • Learn how to compute determinants of 3x3 matrices
  • Study the process of finding eigenvalues and eigenvectors in linear algebra
  • Explore the characteristic polynomial of a matrix
  • Practice solving 3x3 matrices with different values of λ
USEFUL FOR

Students studying linear algebra, particularly those focusing on eigenvalues and eigenvectors, as well as educators looking for practical examples to illustrate these concepts.

rugbygirl2
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Homework Statement



I am having trouble figuring out lambda for the 3x3, I have only done 2x2.
My matrix:
4 1 4
1 7 1
4 1 4




The Attempt at a Solution


I know that when I add lambda (L) in it looks like
4-L 1 4
1 7-L 1
4 1 4-L

When I do a 2x2, I would just cross multiply as my next step then solve for L values, but I don't know how to do that here. Any help would be appreciated!
 
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You can expand a determinant along any row or column. For example, expanding along the top row gives:

\begin{vmatrix} 4-\lambda & 1 & 4 \\ 1 & 7-\lambda & 1 \\ 4 & 1 & 4-\lambda \end{vmatrix} = (4-\lambda) \begin{vmatrix}7-\lambda& 1 \\ 1& 4-\lambda\end{vmatrix}-(1)\begin{vmatrix}1& 1 \\ 4& 4-\lambda \end{vmatrix}+(4)\begin{vmatrix} 1& 7-\lambda \\ 4 & 1 \end{vmatrix}

And each of the 2x2 determinants can be found by "cross-multiplication" as usual.
 
Last edited:
rugbygirl2 said:

Homework Statement



I am having trouble figuring out lambda for the 3x3, I have only done 2x2.
My matrix:
4 1 4
1 7 1
4 1 4

The Attempt at a Solution


I know that when I add lambda (L) in it looks like
4-L 1 4
1 7-L 1
4 1 4-L

When I do a 2x2, I would just cross multiply as my next step then solve for L values, but I don't know how to do that here. Any help would be appreciated!

You can tell immediately just by looking at the matrix that 0 is one of the eigenvalues, with

\left[\begin{array}{c}<br /> 1 \\<br /> 0 \\<br /> -1 \end{array}\right]

a corresponding eigenvector. Can you see why?
 

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