1. Characteristic Roots of \( A \):
- Since \( A \) is a \( 3 \times 3 \) matrix and has 1 and 2 as characteristic roots, the third root, say \( \lambda_3 \), must satisfy:
\[
\det(A) = 1 \cdot 2 \cdot \lambda_3.
\]
2. Condition for \( A + A^2 \):
- The characteristic roots of \( A + A^2 \) are \( \lambda + \lambda^2 \), where \( \lambda \) is a characteristic root of \( A \). For \( \lambda = 1 \) and \( \lambda = 2 \):
\[
\text{For } \lambda = 1, \quad 1 + 1^2 = 2.
\]
\[
\text{For } \lambda = 2, \quad 2 + 2^2 = 6.
\]
\[
\text{For } \lambda_3, \quad \lambda_3 + \lambda_3^2 = 12 \implies \lambda_3 = 3.
\]
3. Determinant of \( A \):
- Using \( \lambda_3 = 3 \), the determinant of \( A \) is:
\[
\det(A) = 1 \cdot 2 \cdot 3 = 6 \neq 0.
\]
4. Trace of \( A + A^2 \):
- The trace of \( A + A^2 \) is the sum of its characteristic roots:
\[
\text{Trace}(A + A^2) = (1 + 1^2) + (2 + 2^2) + (3 + 3^2) = 2 + 6 + 12 = 20.
\]
However, this is not relevant to the determinant of \( A \).
5. Correct Statement:
- From the above, \( \det(A) \neq 0 \).