【How-to】How to find characteristic polynomial

A square matrix is invertible if and only if the constant term in its characteristic polynomial is not zero. If A is invertible then, by Theorem 9.1, 0 is not an eigenvalue of A, and therefore 0 is not a zero of the characteristic polynomial. The constant term in the characteristic polynomial XA(>-) is then non-zero.