Vector spaces are defined over a field
CayleyHamilton theorem
The CayleyHamilton theorem states that
Eigenvector
Determinant
The determinant function
nlinear means: that for each
Alternating means:

If two rows in
are equal, 
If
is the matrix we get by interchanging two rows of , then
In categorytheoretic terms, the determinant is a natural transformation