1. **State the problem:** We want to find the matrix $A = BB^T + CC^T$ where
$$B = \begin{bmatrix} \cos \theta \\ \sin \theta \end{bmatrix}, \quad C = \begin{bmatrix} \sin \theta \\ -\cos \theta \end{bmatrix}$$
for any real number $\theta$.
2. **Recall the formula:** For vectors $x$ and $y$, the matrix $xx^T$ is the outer product, resulting in a matrix.
3. **Calculate $BB^T$:**
$$BB^T = \begin{bmatrix} \cos \theta \\ \sin \theta \end{bmatrix} \begin{bmatrix} \cos \theta & \sin \theta \end{bmatrix} = \begin{bmatrix} \cos^2 \theta & \cos \theta \sin \theta \\ \sin \theta \cos \theta & \sin^2 \theta \end{bmatrix}$$
4. **Calculate $CC^T$:**
$$CC^T = \begin{bmatrix} \sin \theta \\ -\cos \theta \end{bmatrix} \begin{bmatrix} \sin \theta & -\cos \theta \end{bmatrix} = \begin{bmatrix} \sin^2 \theta & -\sin \theta \cos \theta \\ -\cos \theta \sin \theta & \cos^2 \theta \end{bmatrix}$$
5. **Add $BB^T$ and $CC^T$:**
$$A = BB^T + CC^T = \begin{bmatrix} \cos^2 \theta + \sin^2 \theta & \cos \theta \sin \theta - \sin \theta \cos \theta \\ \sin \theta \cos \theta - \cos \theta \sin \theta & \sin^2 \theta + \cos^2 \theta \end{bmatrix}$$
6. **Simplify using trigonometric identities:**
Recall that $\cos^2 \theta + \sin^2 \theta = 1$ and the off-diagonal terms cancel out:
$$A = \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} = I_2$$
7. **Conclusion:** The matrix $A$ is the $2 \times 2$ identity matrix for all real $\theta$.
**Final answer:**
$$A = I_2 = \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix}$$
Matrix Sum 683E94
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