Hesse-Matrix

Check for positive semi-definiteness

All the determinants of the Minor-Matrices must be non-negative

Check for negative semi-definiteness

All the determinants of the Minor-Matrices must be alternating in sign

=> The determinant of a negative semi-definite matrix is non-positive (non-negative) if the number of variables is odd (even)