Find the matrix representation $[T]_{\epsilon}^{\epsilon}$ with respect to $\epsilon$

linear algebra

I'm preparing for a preliminary graduate entrance exam, and i'm going over an old test. The question is worded exactly as follows, I am not leaving anything out. I am a bit confused as to what they are asking and (what is the matrix representation of $[T]_{\epsilon}^{\epsilon}$ with respect to $\epsilon$?), also, how to do it. Could somebody help me out? Thank you!

Consider the basis $\epsilon$ for $V=M_{2 \times 2}(\mathbb{R})$ with the following basis vectors:

$$ e_1 = \left( \begin{matrix} 1 & 0 \\ 0 & 0 \end{matrix} \right) $$

$$ e_2 = \left( \begin{matrix} 0 & 1 \\ 0 & 0 \end{matrix} \right) $$

$$ e_3 = \left( \begin{matrix} 0 & 0 \\ 1 & 0 \end{matrix} \right) $$

$$ e_4 = \left( \begin{matrix} 0 & 0 \\ 0 & 1 \end{matrix} \right) $$

And consider the linear transformation $T: V \rightarrow V$:

$T(\left( \begin{matrix} a & b \\ c & d \end{matrix} \right)) = \left( \begin{matrix} 2a-2b & -a+3b \\ 4c-2d & 3c-d \end{matrix} \right) $

Find the matrix representation $[T]_{\epsilon}^{\epsilon}$ with respect to $\epsilon$

Best Answer

$[T]_\epsilon^\epsilon$ means that the input and output vectors are in $\epsilon$ basis (here the standard basis).

Represent the $2\times2$ real matrix $\begin{bmatrix}a&b\\c&d\end{bmatrix}$ by the $4\times1$ column vector $\begin{bmatrix}a\\b\\c\\d\end{bmatrix}$.

So we are given $T\begin{bmatrix}a\\b\\c\\d\end{bmatrix}=\begin{bmatrix}2a-2b\\-a+3b\\4c-2d\\3c-d\end{bmatrix}$.

Can you figure out the matrix of the linear transformation now?

$M_T=\begin{bmatrix}2&-2&0&0\\-1&3&0&0\\0&0&4&-2\\0&0&3&-1\end{bmatrix}$

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