Math Problem Statement
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 , where is the transpose of , and is the identity matrix.
Let's analyze each option for orthogonality:
- (a)
- (b)
- (c)
- (d)
Only option (d) does not satisfy . Answer: (d)
Question 2
Which matrix rotates a three-by-one column vector an angle 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.Ask a new question for Free
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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
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