Matrix Decomposition C94C91
1. **State the problem:** We are given the matrix
$$\begin{bmatrix}7 & -3 & -3 \\ -1 & 1 & 0 \\ -1 & 0 & 1\end{bmatrix}$$
and need to express it as a sum of a symmetric matrix and a skew-symmetric matrix.
2. **Recall definitions:**
- A symmetric matrix $S$ satisfies $S = S^T$.
- A skew-symmetric matrix $K$ satisfies $K = -K^T$.
3. **Formula:** Any square matrix $A$ can be decomposed as
$$A = \frac{A + A^T}{2} + \frac{A - A^T}{2}$$
where
- $S = \frac{A + A^T}{2}$ is symmetric,
- $K = \frac{A - A^T}{2}$ is skew-symmetric.
4. **Calculate $A^T$:**
$$A^T = \begin{bmatrix}7 & -1 & -1 \\ -3 & 1 & 0 \\ -3 & 0 & 1\end{bmatrix}$$
5. **Calculate symmetric part $S$:**
$$S = \frac{1}{2}(A + A^T) = \frac{1}{2} \begin{bmatrix}7+7 & -3-1 & -3-1 \\ -1-3 & 1+1 & 0+0 \\ -1-3 & 0+0 & 1+1\end{bmatrix} = \frac{1}{2} \begin{bmatrix}14 & -4 & -4 \\ -4 & 2 & 0 \\ -4 & 0 & 2\end{bmatrix} = \begin{bmatrix}7 & -2 & -2 \\ -2 & 1 & 0 \\ -2 & 0 & 1\end{bmatrix}$$
6. **Calculate skew-symmetric part $K$:**
$$K = \frac{1}{2}(A - A^T) = \frac{1}{2} \begin{bmatrix}7-7 & -3+1 & -3+1 \\ -1+3 & 1-1 & 0-0 \\ -1+3 & 0-0 & 1-1\end{bmatrix} = \frac{1}{2} \begin{bmatrix}0 & -2 & -2 \\ 2 & 0 & 0 \\ 2 & 0 & 0\end{bmatrix} = \begin{bmatrix}0 & -1 & -1 \\ 1 & 0 & 0 \\ 1 & 0 & 0\end{bmatrix}$$
7. **Verify:**
$$S + K = \begin{bmatrix}7 & -2 & -2 \\ -2 & 1 & 0 \\ -2 & 0 & 1\end{bmatrix} + \begin{bmatrix}0 & -1 & -1 \\ 1 & 0 & 0 \\ 1 & 0 & 0\end{bmatrix} = \begin{bmatrix}7 & -3 & -3 \\ -1 & 1 & 0 \\ -1 & 0 & 1\end{bmatrix} = A$$
**Final answer:**
$$A = \begin{bmatrix}7 & -2 & -2 \\ -2 & 1 & 0 \\ -2 & 0 & 1\end{bmatrix} + \begin{bmatrix}0 & -1 & -1 \\ 1 & 0 & 0 \\ 1 & 0 & 0\end{bmatrix}$$