Math Problem Statement

Let T: R^3 -> R^2 be the linear transformation that first projects points onto the yz-plane and then reflects around the line y = -z. Find the standard matrix A for T.

Solution

Let's break down the problem to find the standard matrix AA for the transformation T:R3R2T: \mathbb{R}^3 \to \mathbb{R}^2.

Problem Summary:

  • The transformation TT involves two steps:
    1. Projection onto the yzyz-plane: This means that the xx-component of any vector in R3\mathbb{R}^3 becomes zero, leaving only the yy- and zz-components.
    2. Reflection around the line y=zy = -z: After projecting onto the yzyz-plane, the vector is reflected around the line y=zy = -z.

Step 1: Projection onto the yzyz-plane

To project any vector v=(x,y,z)\mathbf{v} = (x, y, z) onto the yzyz-plane, we eliminate the xx-component. The projection matrix for this operation would be:

Pyz=(000010001)P_{\text{yz}} = \begin{pmatrix} 0 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}

This keeps the yy- and zz-components unchanged and sets the xx-component to zero.

Step 2: Reflection around the line y=zy = -z

The reflection around the line y=zy = -z exchanges and negates the yy- and zz-components. The reflection matrix for this is:

R=(100001010)R = \begin{pmatrix} 1 & 0 & 0 \\ 0 & 0 & -1 \\ 0 & -1 & 0 \end{pmatrix}

Final Transformation Matrix

To combine the two operations, we first apply the projection matrix PyzP_{\text{yz}} and then the reflection matrix RR. The overall transformation matrix AA is obtained by multiplying the two matrices:

A=RPyz=(100001010)(000010001)A = R \cdot P_{\text{yz}} = \begin{pmatrix} 1 & 0 & 0 \\ 0 & 0 & -1 \\ 0 & -1 & 0 \end{pmatrix} \cdot \begin{pmatrix} 0 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}

Let's calculate the result:

A=(000001010)A = \begin{pmatrix} 0 & 0 & 0 \\ 0 & 0 & -1 \\ 0 & -1 & 0 \end{pmatrix}

This is the standard matrix for the transformation TT.

If you have any questions or want further clarification, feel free to ask!

Related Questions:

  1. What is the projection matrix for projecting onto the xyxy-plane instead of the yzyz-plane?
  2. How does the reflection matrix change if we reflect around the line y=zy = z?
  3. Can you compute the effect of applying this transformation to the vector (1,2,3)(1, 2, 3)?
  4. How would the matrix change if the projection were onto the xzxz-plane instead?
  5. How can we generalize the reflection matrix to reflect about an arbitrary line in the yzyz-plane?

Tip:

When working with compositions of linear transformations, always remember to multiply the matrices in the order the transformations are applied.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Transformation
Projection
Reflection

Formulas

Projection Matrix: P_yz = [[0, 0, 0], [0, 1, 0], [0, 0, 1]]
Reflection Matrix: R = [[1, 0, 0], [0, 0, -1], [0, -1, 0]]

Theorems

Matrix Multiplication
Linear Transformation

Suitable Grade Level

College Level