The dot product $A\cdot \vec{x}$ of a matrix $A$ with coefficients $a_1, a_2, \dots, a_n$ and vector $\vec{x}$ consisting of \textit{n}-tuple $(x_1, x_2, \dots, x_n)$ is denoted as
$$
\sum_{i = 1}^m\sum_{j = 1}^n a_{ij}x_j
$$.
In general, $A$ transforms the vector $\vec{x}$ into a new vector $B$ - the solution - via matrix multiplication, which is defined to be the dot product. In the case of two matrices $C$ with coefficients $c_1, c_2, \dots, c_s$ and $D$ with coefficients $d_1, d_2, \dots, d_s$, we write