Without computing the characteristic polynomial, explain why the matrix A below has 0 as eigenvalue; then find a basis for the corresponding eigenspace.
1 -1 1
-1 1 -1
1 -1 1.
A basis for an eigenspace is found without computing the characteristic polynomial. The solution is detailed and well presented.