[Math] Linear transformation in linear algebra

linear algebra

Let $e_1= \begin{bmatrix}
1\\
0
\end{bmatrix}
$

Let $e_2= \begin{bmatrix}
0\\
1
\end{bmatrix}
$

Let

$y_1= \begin{bmatrix}
2\\
5
\end{bmatrix}
$

$y_2= \begin{bmatrix}
-1\\
6
\end{bmatrix}
$

Let $\mathbb{R^2}\rightarrow\mathbb{R^2}$ be a linear transformation that maps e1 into y1 and e2 into y2.

Find the images of

$A= \begin{bmatrix}
5\\
-3
\end{bmatrix}
$

$b= \begin{bmatrix}
x\\
y
\end{bmatrix}
$

I am not sure how to this. I think there is a 2×2 matrix that you have to find that vies you the image of A.

Best Answer

Hint: Notice that: $$ \vec b = x\vec e_1 + y\vec e_2 $$ so by the linearity of the given transformation $T$, we know that: $$ T(\vec b) = xT(\vec e_1) + yT(\vec e_2) = x\vec y_1 + y \vec y_2 $$

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