deletions | additions       diff --git a/Introduction.tex b/Introduction.tex  index 20d0928..8eb398b 100644  --- a/Introduction.tex  +++ b/Introduction.tex 
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N=\sum_{k}^{q} a_k2^k  \end{equation}  with the, $a_k \in {0,1}$. Then performing a map of the coefficients to some row  vector $V \in \mathbb{R^q}$ will produce a construct of the form \begin{equation} N \to V:=  \begin{bmatrix}  a_1,a_2,\cdots,a_q  \end{bmatrix}  \end{equation}  Thus, a column vector consisting of elements $N_i \in {1,2,..r}$ will map to a matrix of the form \begin{equation}  \begin{bmatrix}  a_11 & a_12 & ... & a_1q \\  a_21 & a_22 & ... & a_2q \\  & & & \\  a_r1 & a_r2 & ... & a_rq \\  \end{bmatrix}  \end{equation}