[Math] Find eigenvalue of matrix given eigenvector

eigenvalues-eigenvectorslinear algebra

I have the following matrix:

$P=
\begin{bmatrix}
6 & -3 \\
2 & 1
\end{bmatrix}
$

And its eigenvector is :

$v=
\begin{bmatrix}
4 \\
3
\end{bmatrix}
$

I would like to find its eigenvalue. This is my attempt, however I am doing something wrong:

$
\begin{bmatrix}
6 & -3 \\
2 & 1
\end{bmatrix}
\begin{bmatrix}
x \\
y
\end{bmatrix} =
\begin{bmatrix}
4 \\
3
\end{bmatrix}
$

Then…

$6x -3y = 4$

$2x + y = 3$

Elimination…

$x = 13/12$

$y = 10/12$

$
\begin{bmatrix}
13/12 \\
10/12
\end{bmatrix} = \lambda
\begin{bmatrix}
4 \\
3
\end{bmatrix}
$

For the final part, I can't figure out a value for $\lambda$ that satisfies both 4 and 3, which means I am doing something wrong. Can someone point me in the right direction?

Best Answer

You need to write $$ \begin{bmatrix} 6 & -3 \\ 2 & 1 \end{bmatrix} \begin{bmatrix} 4 \\ 3 \end{bmatrix} = \lambda \begin{bmatrix} 4 \\ 3 \end{bmatrix} $$

and then find $\lambda$. (By the way, when I do this in my head, I find that no such lambda exists, i.e., that this is NOT an eigenvector of the given matrix...but maybe my in-the-head arithmetic isn't so reliable.)

Given Amzoti's comment, you need to write $$ \begin{bmatrix} 6 & -3 \\ 2 & 1 \end{bmatrix} \begin{bmatrix} x \\ y \end{bmatrix} = a\begin{bmatrix} x \\ y \end{bmatrix} $$ where $a$ is either $4$ or $3$, and find the associated eigenvector. If $v$ is an eigenvector, so is $2v$, so you'll have to pick either $x$ or $y$ and then solve for the other.