Correct Answer: \(A^4 = \begin{bmatrix} 44 & -35 & 44 \ -35 & 44 & -35 \ 35 & -35 & 44 \end{bmatrix}\)
Detailed Solution:
Step 1: The characteristic equation is \(\lambda^3 - S_1\lambda^2 + S_2\lambda - S_3 = 0\).
Step 2: Calculate the invariants:
- \(S_1 = 2 + 2 + 2 = 6\).
- \(S_2 = (4 - 1) + (4 - 2) + (4 - 1) = 3 + 2 + 3 = 8\).
- \(S_3 = |A| = 2(4-1) + 1(-2+1) + 2(1-2) = 2(3) - 1 - 2 = 6 - 3 = 3\).
Step 3: The characteristic equation is \(\lambda^3 - 6\lambda^2 + 8\lambda - 3 = 0\).
Step 4: By the Cayley-Hamilton theorem, every square matrix satisfies its own characteristic equation. Therefore:
\(A^3 - 6A^2 + 8A - 3I = 0 \implies A^3 = 6A^2 - 8A + 3I\)
Step 5: To find \(A^4\), multiply the above equation by \(A\):
\(A^4 = 6A^3 - 8A^2 + 3A\)
Step 6: Substitute the expression for \(A^3\) back into this equation:
\(A^4 = 6(6A^2 - 8A + 3I) - 8A^2 + 3A\)
\(A^4 = 36A^2 - 48A + 18I - 8A^2 + 3A\)
\(A^4 = 28A^2 - 45A + 18I\)
Step 7: Compute \(A^2\):
\(A^2 = \begin{bmatrix} 2 & -1 & 2 \ -1 & 2 & -1 \ 1 & -1 & 2 \end{bmatrix} \begin{bmatrix} 2 & -1 & 2 \ -1 & 2 & -1 \ 1 & -1 & 2 \end{bmatrix} = \begin{bmatrix} (4+1+2) & (-2-2-2) & (4+1+4) \ (-2-2-1) & (1+4+1) & (-2-2-2) \ (2+1+2) & (-1-2-2) & (2+1+4) \end{bmatrix} = \begin{bmatrix} 7 & -6 & 9 \ -5 & 6 & -6 \ 5 & -5 & 7 \end{bmatrix}\)
Wait, let me recalculate carefully. Row 1, Col 3: 2(2) + (-1)(-1) + 2(2) = 4 + 1 + 4 = 9. Yes.
Row 2, Col 1: (-1)(2) + 2(-1) + (-1)(1) = -2 - 2 - 1 = -5. Yes.
Step 8: Now substitute \(A^2, A\) and \(I\) into the \(A^4\) equation:
\(A^4 = 28\begin{bmatrix} 7 & -6 & 9 \ -5 & 6 & -6 \ 5 & -5 & 7 \end{bmatrix} - 45\begin{bmatrix} 2 & -1 & 2 \ -1 & 2 & -1 \ 1 & -1 & 2 \end{bmatrix} + 18\begin{bmatrix} 1 & 0 & 0 \ 0 & 1 & 0 \ 0 & 0 & 1 \end{bmatrix}\)
Step 9: Calculate elements:
Row 1 Col 1: \(28(7) - 45(2) + 18(1) = 196 - 90 + 18 = 124\).
(Wait, let me recalculate eigenvalues to be sure. \(\lambda^3 - 6\lambda^2 + 8\lambda - 3 = 0\). Is the trace 6? Yes. Determinant: 2(4-1) + 1(-2+1) + 2(1-2) = 6 - 1 - 2 = 3. Is S2 correct? Minor of (1,1) is 4-1=3. Minor of (2,2) is 4-2=2. Minor of (3,3) is 4-1=3. 3+2+3=8. Yes.)
So \(A^3 - 6A^2 + 8A - 3I = 0\). Then \(A^4 = 6A^3 - 8A^2 + 3A = 6(6A^2 - 8A + 3I) - 8A^2 + 3A = 36A^2 - 48A + 18I - 8A^2 + 3A = 28A^2 - 45A + 18I\). This is correct.
Let's re-multiply A * A precisely:
Row 1: [2, -1, 2] * Col 1: [2, -1, 1]^T = 4 + 1 + 2 = 7.
Row 1: [2, -1, 2] * Col 2: [-1, 2, -1]^T = -2 - 2 - 2 = -6.
Row 1: [2, -1, 2] * Col 3: [2, -1, 2]^T = 4 + 1 + 4 = 9.
Row 2: [-1, 2, -1] * Col 1: [2, -1, 1]^T = -2 - 2 - 1 = -5.
Row 2: [-1, 2, -1] * Col 2: [-1, 2, -1]^T = 1 + 4 + 1 = 6.
Row 2: [-1, 2, -1] * Col 3: [2, -1, 2]^T = -2 - 2 - 2 = -6.
Row 3: [1, -1, 2] * Col 1: [2, -1, 1]^T = 2 + 1 + 2 = 5.
Row 3: [1, -1, 2] * Col 2: [-1, 2, -1]^T = -1 - 2 - 2 = -5.
Row 3: [1, -1, 2] * Col 3: [2, -1, 2]^T = 2 + 1 + 4 = 7.
\(A^2 = \begin{bmatrix} 7 & -6 & 9 \ -5 & 6 & -6 \ 5 & -5 & 7 \end{bmatrix}\).
Now calculate \(28A^2 - 45A + 18I\):
\(c_{11} = 28(7) - 45(2) + 18 = 196 - 90 + 18 = 124\).
\(c_{12} = 28(-6) - 45(-1) + 0 = -168 + 45 = -123\).
\(c_{13} = 28(9) - 45(2) + 0 = 252 - 90 = 162\).
\(c_{21} = 28(-5) - 45(-1) + 0 = -140 + 45 = -95\).
\(c_{22} = 28(6) - 45(2) + 18 = 168 - 90 + 18 = 96\).
\(c_{23} = 28(-6) - 45(-1) + 0 = -168 + 45 = -123\).
\(c_{31} = 28(5) - 45(1) + 0 = 140 - 45 = 95\).
\(c_{32} = 28(-5) - 45(-1) + 0 = -140 + 45 = -95\).
\(c_{33} = 28(7) - 45(2) + 18 = 196 - 90 + 18 = 124\).
\(A^4 = \begin{bmatrix} 124 & -123 & 162 \ -95 & 96 & -123 \ 95 & -95 & 124 \end{bmatrix}\)