As always, in this post, we denote by the group of invertible matrices with entries from a field Also, is the transpose of a matrix
Here we defined a permutation matrix as an matrix such that for some and all positive integers where is the standard basis of the -vector space and is the group of permutations of the set In other words, an permutation matrix is a matrix whose columns are exactly in any order. Equivalently, a permutation matrix is a matrix with this property that every row or column of has exactly one nonzero entry and that nonzero entry is For example, for we have exactly two permutation matrices:
In this post, we give another way to view a permutation matrix. The following problem was recently posted on the Art of Problem Solving website; here you can see the problem and my solution (post #7). I’m going to rephrase the statement of the problem and also make my solution a little bit more clear.
Problem. Show that is a permutation if and only if all the entries of and are in
Solution. One side is clear: if is a permutation matrix, then is invertible and all the entries of and are in the set
Suppose now that and all the entries of are in Let be the identity matrix, and let be, respectively, the -entry of Choose any positive integer Since and there exists a positive integer such that If for some then, since we’ll get
which is a contradiction. So for all We have shown that in every row of all the entries except for one, which is are zero. Now, we also have that all the entries of and are in because Therefore repeating the above argument this time for shows that in every column of all the entries except for one, which is are zero, and hence is a permutation.