Odd or even permutation with matrices

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I know that the number of transpositions would determine the parity of a permutation like:

A = (1,2,3,4,5) = (1,5),(1,4),(1,3),(1,2) = even

But how would that apply to a matrix?

Example:

1 2 3 4 5 6 7 8

4 2 1 6 5 8 7 3

How would I then transpose these?

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Make comparison with each column.

1.Starting from the first column, you have $1\rightarrow4$.

2.Then seek which column top has $4$, which is the fourth column and you have $4\rightarrow6$, etc...

3.Eventually you have $(14683)$ for the first cycle.

4.Then check if any other element left in this cycle. Take one if you have and repeat the previous progress.

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You are asking how to determine the parity of a permutation if it is written in Cauchy's two-line notation, right?

There are several methods.
You can write the permutation, $\sigma$, in cycle notation, lets say $\sigma=(a_1,a_2\ldots,a_{r_1})(b_1,b_2\ldots,b_{r_2})\ldots (c_1,c_2\ldots,c_{r_k})$. Then the parity of $\sigma$ is the parity of $(r_1+1)+(r_2+1)+\ldots+(r_k+1)\in\mathbb N$.

Or, if the permutation is $\sigma=\begin{pmatrix} 1&2&\ldots&n\\ s_1&s_2&\ldots&s_n \end{pmatrix}$, then the parity of $\sigma$ is the parity of $\sum_{i=1}^{n-1}\operatorname{card}(L_{s_i})$ where $L_{s_i}$ are the sets $$ L_{s_i}=\{s_j:j=i+1,i+2,\ldots,n, \ s_i<s_1\}. $$ In your example $\sigma=\begin{pmatrix} 1&2&3&4&5&6&7&8\\ 4&2&1&6&5&8&7&3 \end{pmatrix}$ and
$L_{4}=\{2,1,3\},\ L_2=\{1\}, \ L_1=\emptyset, \ L_6=\{5,3\}, \ L_5=\{3\}, \ L_8=\{7,3\}, \ L_7=\{3\}$. Therefore $\sigma$ is even.