/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 15 Find the matrix of the linear tr... [FREE SOLUTION] | 91Ó°ÊÓ

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Find the matrix of the linear transformation which rotates every vector in \(\mathbb{R}^{3}\) counter clockwise about the z axis when viewed from the positive z axis through an angle of \(30^{\circ}\) and then reflects through the xy plane.

Short Answer

Expert verified
The matrix for the combined transformation is \(\backslash begin{pmatrix} \frac{\backslash sqrt{3}}{2} & -\frac{1}{2} & 0 \ \frac{1}{2} & \frac{\backslash sqrt{3}}{2} & 0 \ 0 & 0 & -1 \end{pmatrix}\).

Step by step solution

01

Understand the rotation transformation

A rotation about the z-axis in \(\backslash mathbb{R}^3\) can be represented by a 3x3 matrix. For a counterclockwise rotation through an angle \( \theta \), the rotation matrix \( R \) is given by: \[R = \begin{pmatrix} \cos \theta & -\sin \theta & 0\ \sin \theta & \cos \theta & 0\ 0 & 0 & 1 \end{pmatrix}\].Plug in \(\backslash \theta = 30^\circ = \frac{\backslash \pi}{6} \) to obtain the specific rotation matrix.
02

Compute the rotation matrix

Substitute \(\backslash \theta = 30^\circ\) into the general rotation matrix formula:\[R = \begin{pmatrix} \cos \left(30^\circ\right) & -\sin \left(30^\circ\right) & 0 \ \sin \left(30^\circ\right) & \cos \left(30^\circ\right) & 0 \ 0 & 0 & 1 \end{pmatrix} = \begin{pmatrix} \frac{\backslash \sqrt{3}}{2} & -\backslash \frac{1}{2} & 0 \ \frac{1}{2} & \frac{\backslash \sqrt{3}}{2} & 0 \ 0 & 0 & 1 \end{pmatrix}\].
03

Understand the reflection transformation

A reflection through the xy-plane in \(\backslash mathbb{R}^3\) can be represented by a 3x3 matrix. This matrix \( F \) is given by: \[F = \begin{pmatrix} 1 & 0 & 0 \ 0 & 1 & 0 \ 0 & 0 & -1 \end{pmatrix}\].
04

Combine the transformations

The combined transformation matrix \( T \) is found by multiplying the reflection matrix \( F \) by the rotation matrix \( R \): \[T = F \cdot R = \begin{pmatrix} 1 & 0 & 0 \ 0 & 1 & 0 \ 0 & 0 & -1 \end{pmatrix} \cdot \begin{pmatrix} \frac{\backslash sqrt{3}}{2} & -\frac{1}{2} & 0 \ \frac{1}{2} & \frac{\backslash sqrt{3}}{2} & 0 \ 0 & 0 & 1 \end{pmatrix}\].Perform the matrix multiplication to obtain the result.
05

Perform the matrix multiplication

Carry out the matrix multiplication: \[T = \begin{pmatrix} \frac{\backslash \sqrt{3}}{2} & -\backslash \frac{1}{2} & 0 \ \frac{1}{2} & \frac{ \backslash \sqrt{3}}{2} & 0 \ 0 & 0 & -1 \end{pmatrix}\].

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Rotation Matrix
A rotation matrix is fundamental when it comes to transforming vectors in 3D space. Specifically, when you want to rotate a vector around one of the coordinate axes (x, y or z), you use a rotation matrix. In this task, we are rotating about the z-axis. For counterclockwise rotation by an angle \( \theta \), the matrix is: \[ R = \begin{pmatrix} \cos \theta & -\sin \theta & 0 \ \sin \theta & \cos \theta & 0 \ 0 & 0 & 1 \end{pmatrix} \]
Plugging in \( \theta = 30^{\circ} = \frac{\pi}{6} \), we get: \[ R = \begin{pmatrix} \frac{\sqrt{3}}{2} & -\frac{1}{2} & 0 \ \frac{1}{2} & \frac{\sqrt{3}}{2} & 0 \ 0 & 0 & 1 \end{pmatrix} \]
This rotation matrix will rotate any vector in \( \mathbb{R}^3 \) 30 degrees counterclockwise around the z-axis.
Reflection Matrix
The reflection matrix is used to flip a vector over a specific plane. In this exercise, the transformation involves reflecting through the xy-plane. The reflection can be captured by this 3x3 matrix: \[ F = \begin{pmatrix} 1 & 0 & 0 \ 0 & 1 & 0 \ 0 & 0 & -1 \end{pmatrix} \]
This matrix leaves the x and y components unchanged, but it multiplies the z component by -1, effectively flipping any vector over the xy-plane.
Matrix Multiplication
To combine multiple transformations into one, we use matrix multiplication. Here, we need to multiply the reflection matrix by the rotation matrix to get our final transformation: \[ T = F \cdot R = \begin{pmatrix} 1 & 0 & 0 \ 0 & 1 & 0 \ 0 & 0 & -1 \end{pmatrix} \cdot \begin{pmatrix} \frac{\sqrt{3}}{2} & -\frac{1}{2} & 0 \ \frac{1}{2} & \frac{\sqrt{3}}{2} & 0 \ 0 & 0 & 1 \end{pmatrix} \]
Carrying out the multiplication step-by-step:
  • First row calculation: \( 1 \cdot \frac{\sqrt{3}}{2} + 0 \cdot \frac{1}{2} + 0 \cdot 0 = \frac{\sqrt{3}}{2} \).
  • Second row calculation: \( 1 \cdot -\frac{1}{2} + 0 \cdot \frac{\sqrt{3}}{2} + 0 \cdot 0 = -\frac{1}{2} \).
  • Third row calculation: \(0 \cdot \frac{\sqrt{3}}{2} + 0 \cdot \frac{1}{2} + -1 \cdot 1 = -1 \).

Thus, the final transformation matrix is:
\[ T = \begin{pmatrix} \frac{\sqrt{3}}{2} & -\frac{1}{2} & 0 \ \frac{1}{2} & \frac{\sqrt{3}}{2} & 0 \ 0 & 0 & -1 \end{pmatrix} \]
This matrix first rotates vectors 30 degrees counterclockwise about the z-axis and then reflects them through the xy-plane.

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