Describing $T(\vec v)$ for all $\vec v$ in arbitrary finite-dimensional vector space $V$

linear algebralinear-transformationsmatrices

My answer to the following exercise seems dangerously simplistic.

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Since I must describe how vectors in $\mathbb R^4$ are mapped to $\mathbb R^3$ through this linear transformation, I merely looked at the matrix of $T$ given to me and stated:

$T\begin{pmatrix}
x \\
y \\
z \\
t \\
\end{pmatrix} = T
\begin{pmatrix}
x+y \\
y+t \\
x+z \\
\end{pmatrix}$

However, I feel like this was too simple. An exercise wouldn't have me just read the coefficents off of a matrix. Is this truly all I had to do, and if not, what instead?

Best Answer

Considering that there was a typing mistake in your question and you wanted to have the linear transformation $T: \mathbb{R}^4 \rightarrow \mathbb{R}^3$, we just need to check what happens when $T$ operates on any abitrary vector $\left( x_1, x_2, x_3, x_4 \right) \in \mathbb{R}^4$. It is same as saying that what happens when the matrix $\text{Mat}_{\mathscr{C}, \mathscr{B}} \left( T \right)$ operates on the column vector $\left[ \begin{matrix} x_1 \\ x_2 \\ x_3 \\ x_4 \end{matrix} \right]$. So, we have

$$\left[ \begin{matrix} 1 & 0 & 1 & 0 \\ 0 & 1 & 0 & 1 \\ 1 & 0 & 1 & 0 \end{matrix} \right] \left[ \begin{matrix} x_1 \\ x_2 \\ x_3 \\ x_4 \end{matrix} \right] = \left[ \begin{matrix} x_1 + x_3 \\ x_2 + x_4 \\ x_1 + x_3 \end{matrix} \right]$$

Thus, the action of $T$ on any arbitrary vector $v \in \mathbb{R}^4$ is given by $T \left( x_1, x_2, x_3, x_4 \right) = \left( x_1 + x_3, x_2 + x_4, x_1 + x_3 \right)$.