Math Problem Statement

The image contains three questions related to matrices. Question 1 asks which matrix is not orthogonal. Question 2 is about the rotation matrix for a counterclockwise rotation around the Z-axis. Question 3 asks for a matrix that rearranges the rows cyclically.

Solution

The image contains three multiple-choice questions related to matrices:

Question 1

Which matrix is not orthogonal?

To determine if a matrix is orthogonal, it must satisfy ATA=IA^T A = I, where ATA^T is the transpose of AA, and II is the identity matrix.

Let's analyze each option for orthogonality:

  • (a) (0110)\begin{pmatrix} 0 & 1 \\ -1 & 0 \end{pmatrix}
  • (b) (1001)\begin{pmatrix} 1 & 0 \\ 0 & -1 \end{pmatrix}
  • (c) (1001)\begin{pmatrix} 1 & 0 \\ 0 & 1 \end{pmatrix}
  • (d) (1010)\begin{pmatrix} 1 & 0 \\ 1 & 0 \end{pmatrix}

Only option (d) does not satisfy ATA=IA^T A = I. Answer: (d)

Question 2

Which matrix rotates a three-by-one column vector an angle θ\theta counterclockwise around the Z-axis?

For a rotation around the Z-axis, the rotation matrix is:

\cos \theta & -\sin \theta & 0 \\ \sin \theta & \cos \theta & 0 \\ 0 & 0 & 1 \end{pmatrix}$$ This matrix corresponds to **Answer: (b)**. ### Question 3 **Which matrix, when left multiplying another matrix, moves row one to row two, row two to row three, and row three to row one?** This operation is a cyclic permutation matrix: $$\begin{pmatrix} 0 & 1 & 0 \\ 0 & 0 & 1 \\ 1 & 0 & 0 \end{pmatrix}$$ This matrix corresponds to **Answer: (c)**. --- Would you like further details on these answers or have any questions? --- #### Related Questions: 1. What are the properties of an orthogonal matrix? 2. How do you derive the rotation matrix for different axes? 3. What are the applications of rotation matrices in 3D graphics? 4. How do permutation matrices function in linear algebra? 5. What other transformations can be applied using matrix multiplication? #### Tip: In linear algebra, permutation matrices are useful for reordering rows or columns in a systematic way, which can simplify computations and proofs.

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Math Problem Analysis

Mathematical Concepts

Orthogonal Matrices
Rotation Matrices
Permutation Matrices

Formulas

A matrix is orthogonal if A^T A = I
Rotation matrix for Z-axis: [[cos(theta), -sin(theta), 0], [sin(theta), cos(theta), 0], [0, 0, 1]]
Cyclic permutation matrix: [[0, 1, 0], [0, 0, 1], [1, 0, 0]]

Theorems

Properties of Orthogonal Matrices
Rotation Matrix in 3D Space
Properties of Permutation Matrices

Suitable Grade Level

Undergraduate Level