To account for row exchanges in Gaussian elimination, we include a permutation matrix P in the factorization PA = LU. Then we learn about vector spaces and subspaces; these are central to linear algebra.
Transposes, Permutations, Vector Spaces
Subspaces of Three Dimensional Space
Work the problems on your own and check your answers when you're done.