QUESTION
Let $\begin{array}{cc} x=[1&2&3&4]^T \end{array}$. Find a matrix $E = I - \alpha e_i e_4^T$
such that $Ex =$ $\begin{bmatrix} 1\\ 2\\ 0\\ 4\end{bmatrix}$
Any help with this would be appreciated. The part I'm most confused about is the $e_i$ and $e_4^T$. What do these represent? I think I should be fine after that I'm just a little confused at the moment.
Usually, the notation $e_j$, or sometimes $\hat{e}_j$, is used to denote the standard basis vectors of $\mathbb{R}^n$; $e_j$ is a vector that has a $1$ in the $j$-th component and $0$ in the remaining components. E.g.
$$ e_3 = \left[ \begin{matrix} 0 \\ 0 \\ 1 \\ 0 \end{matrix} \right]$$
Do be aware, however, that many sources don't distinguish very well between whether a vector should appear as a row or a column when treated as a matrix. Don't be surprised to see some sources use $e_3$ to mean $\left[ \begin{matrix} 0 & 0 & 1 & 0 \end{matrix} \right]$ instead, or even switch back and forth between the two options!