Verify that ATA = I2
Given:
\[ A = \begin{bmatrix} \cos\alpha & \sin\alpha \\ -\sin\alpha & \cos\alpha \end{bmatrix} \]
Step 1: Find AT
\[ A^T = \begin{bmatrix} \cos\alpha & -\sin\alpha \\ \sin\alpha & \cos\alpha \end{bmatrix} \]
Step 2: Compute ATA
\[ A^T A = \begin{bmatrix} \cos\alpha & -\sin\alpha \\ \sin\alpha & \cos\alpha \end{bmatrix} \begin{bmatrix} \cos\alpha & \sin\alpha \\ -\sin\alpha & \cos\alpha \end{bmatrix} \]
\[ A^T A = \begin{bmatrix} \cos^2\alpha + \sin^2\alpha & \cos\alpha\sin\alpha – \sin\alpha\cos\alpha \\ \sin\alpha\cos\alpha – \cos\alpha\sin\alpha & \sin^2\alpha + \cos^2\alpha \end{bmatrix} \]
Step 3: Simplify using identities
\[ \cos^2\alpha + \sin^2\alpha = 1,\quad \cos\alpha\sin\alpha – \sin\alpha\cos\alpha = 0 \]
\[ A^T A = \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} = I_2 \]
Conclusion:
\[ A^T A = I_2 \]
Hence Verified. The matrix A is orthogonal.