Questions: Let T: ℝ² → ℝ² be the linear transformation that first rotates points clockwise through 45° ( π / 4 radians) and then reflects points through the line y=x. Find the standard matrix A for T.
A=[
square square
square square
]
Transcript text: Let $T: \mathbb{R}^{2} \rightarrow \mathbb{R}^{2}$ be the linear transformation that first rotates points clockwise through $45^{\circ}$ ( $\pi / 4$ radians) and then reflects points through the line $y=x$. Find the standard matrix $A$ for $T$.
\[
A=\left[\begin{array}{l}
\square \square \\
\square \square
\end{array}\right]
\]
Solution
Solution Steps
To find the standard matrix for the linear transformation \( T \), we need to determine the matrices for each individual transformation and then multiply them. First, find the matrix for the clockwise rotation by \( 45^\circ \). Then, find the matrix for reflection through the line \( y = x \). Finally, multiply these matrices in the correct order to get the standard matrix \( A \).
Step 1: Determine the Rotation Matrix
To rotate a point clockwise by \( 45^\circ \) (or \(-\frac{\pi}{4}\) radians), the rotation matrix is given by:
\[
R = \begin{bmatrix} \cos(-\frac{\pi}{4}) & \sin(-\frac{\pi}{4}) \\ -\sin(-\frac{\pi}{4}) & \cos(-\frac{\pi}{4}) \end{bmatrix}
\]
Substituting the values, we have:
\[
R = \begin{bmatrix} \frac{\sqrt{2}}{2} & -\frac{\sqrt{2}}{2} \\ \frac{\sqrt{2}}{2} & \frac{\sqrt{2}}{2} \end{bmatrix}
\]
Step 2: Determine the Reflection Matrix
The reflection matrix through the line \( y = x \) is:
\[
M = \begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix}
\]
Step 3: Compute the Standard Matrix for the Transformation
The standard matrix \( A \) for the transformation \( T \) is obtained by multiplying the reflection matrix \( M \) by the rotation matrix \( R \):
\[
A = M \cdot R = \begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix} \cdot \begin{bmatrix} \frac{\sqrt{2}}{2} & -\frac{\sqrt{2}}{2} \\ \frac{\sqrt{2}}{2} & \frac{\sqrt{2}}{2} \end{bmatrix}
\]
Carrying out the matrix multiplication, we get:
\[
A = \begin{bmatrix} \frac{\sqrt{2}}{2} & \frac{\sqrt{2}}{2} \\ \frac{\sqrt{2}}{2} & -\frac{\sqrt{2}}{2} \end{bmatrix}
\]
Final Answer
The standard matrix \( A \) for the transformation \( T \) is:
\[
\boxed{\begin{bmatrix} \frac{\sqrt{2}}{2} & \frac{\sqrt{2}}{2} \\ \frac{\sqrt{2}}{2} & -\frac{\sqrt{2}}{2} \end{bmatrix}}
\]