Linear Algebra Help: Homework Equations & Solutions

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SUMMARY

The discussion focuses on two linear algebra problems involving vector transformations in R^3. The first problem examines the linearity of the transformation T(x) = v × x, where v is an arbitrary vector in R^3, and seeks its matrix representation. The second problem involves finding the matrix for the linear transformation representing a clockwise rotation about the y-axis through an angle theta. Key concepts include the properties of linear transformations and the cross product definition.

PREREQUISITES
  • Understanding of vector operations in R^3
  • Knowledge of linear transformations and their properties
  • Familiarity with matrix representation of transformations
  • Concept of cross products in vector algebra
NEXT STEPS
  • Study the properties of linear transformations in detail
  • Learn how to derive the matrix representation of vector transformations
  • Explore the geometric interpretation of rotations in R^3
  • Investigate the application of the cross product in physics and engineering
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Students studying linear algebra, educators teaching vector transformations, and anyone seeking to understand the mathematical foundations of rotations and cross products in three-dimensional space.

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Homework Statement


There are two questions in my problem set that are giving me a hard time:
1. The cross product of two vectors in R^3 is defined by [a1, a2, a3]X[b1, b2, b3]=[a2b3-a3b2, a3b1-a1b3, a1b2-a2b1] (they are all one column) Consider an arbitrary vector v in R^3. Is the transformation T(x)=VxX from r^3 to R^3 linear? If so, find its matrix in terms of the components of the vector v.
2. Find matrices of the linear transformations from R^3 to R^3:
The rotation about the y-axis through an angle theta, clockwise as viewed from the positive y-axis.


Homework Equations





The Attempt at a Solution


1. In this one I pretty much crossed v and x to get [v2x3-v3x2, v3x1-v1x3, v1x2-v2x1] after this I'm not too sure. I also only know that it is linear if the x matrix is scaled. (I think I'm wrong about that) I pretty sure it would help if I know what "linear" mean in this context.
2. A little question about the wording, is it saying that it is reflected about the y axis? If so would it be [-1 0 0, 0 1 0, 0 0 -1]?

Thanks in advance.
 
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"Linear" means that T(u+ w)= T(u)+ T(w) and that T(au= aT(u) where u and w are vectors and a is a number.

Is (\vec{u}+ \vec{w})\times\vec{v}= \vec{u}\times\vec{v}+ \vec{w}\vec{v}? Is (a\vec{u})\times\vec{v}= a(\vec{u}\times\vec{v})?
 

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