Matrix representation of function composition

Click For Summary

Homework Help Overview

The discussion revolves around proving that two transformations, ##T_{a}## and ##T_{b}##, are linear transformations and composing them to find the matrix representation of that composition. The subject area includes linear algebra, specifically linear transformations and matrix operations.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to prove the linearity of the transformations and to compose them, presenting the resulting matrix. Some participants question the format in which the final transformation should be expressed, suggesting it should mirror the original forms of ##T_{a}## and ##T_{b}##.

Discussion Status

Participants are engaged in clarifying the expectations of the problem, particularly regarding the representation of the composed transformation. There is acknowledgment of the correctness of the matrix representation, but also a discussion on how to properly express the transformation itself.

Contextual Notes

There is an emphasis on adhering to the format of the original transformations when expressing the composed transformation, which may reflect specific homework guidelines or expectations.

Sociomath
Messages
9
Reaction score
0
Am I on the right path here?

1. Homework Statement

i. Prove that ##T_{a}## and ##T_{b}## are linear transformations.
ii. Compose the two linear transformations and show the matrix that represents that composition.

2. The attempt at a solution

i. Prove that ##T_{a}## and ##T_{b}## are linear transformations.
i. ##T_{a} \begin{bmatrix}x \\ y\end{bmatrix} = \begin{bmatrix}-x \\ x+y\end{bmatrix}##
##x =\begin{bmatrix}-1\\1\end{bmatrix}+y\begin{bmatrix}0\\1 \end{bmatrix}##
##\begin{bmatrix}-1 & 0 \\ 1 & 1 \end{bmatrix}\begin{bmatrix}x \\ y \end{bmatrix}##
##T_{a}## = Linear transformation.

##T_{b} \begin{bmatrix}x \\ y \end{bmatrix} = \begin{bmatrix}x+y \\ x -y \end{bmatrix}##
##x \begin{bmatrix}1\\1 \end{bmatrix} + y \begin{bmatrix}1\\-1 \end{bmatrix} = \begin{bmatrix}1 & 1 \\ 1 & -1 \end{bmatrix} \begin{bmatrix}x\\y \end{bmatrix}##
##T_{b}## = Linear transformation.

ii. Compose the two linear transformations and show the matrix that represents that composition.
##T_{a} {\circ} T_{b} = \left[T_{a}\right]\left[T_{e}\right] = \begin{bmatrix}-1 & 0 \\ 1 & 1 \end{bmatrix} \begin{bmatrix}1 & 1 \\ 1 & -1 \end{bmatrix}##
##= \begin{bmatrix}-1 & -1 \\ 2 & 0 \end{bmatrix}##

Thanks in advance.
 
Physics news on Phys.org
That looks correct. However, from the way the question is written, they expect you to not just produce the matrix but also state the the transformation in the same form as that in which the original two were given, ie this form
$$
T_{a} \begin{bmatrix}x \\ y\end{bmatrix} = \begin{bmatrix}-x \\ x+y\end{bmatrix}
$$
 
  • Like
Likes   Reactions: Sociomath
andrewkirk said:
That looks correct. However, from the way the question is written, they expect you to not just produce the matrix but also state the the transformation in the same form as that in which the original two were given, ie this form
$$
T_{a} \begin{bmatrix}x \\ y\end{bmatrix} = \begin{bmatrix}-x \\ x+y\end{bmatrix}
$$

##\left[T_{a}\right]\left[T_{b}\right] = \begin{bmatrix}-1 & -1 \\ 2 & 0 \end{bmatrix} \begin{bmatrix} x\\y \end{bmatrix} = \begin{bmatrix}-x -y\\ 2x \end{bmatrix}##
 
Sociomath said:
##\left[T_{a}\right]\left[T_{b}\right] = \begin{bmatrix}-1 & -1 \\ 2 & 0 \end{bmatrix} \begin{bmatrix} x\\y \end{bmatrix} = \begin{bmatrix}-x -y\\ 2x \end{bmatrix}##
I wouldn't write it like that, because ##[T_a]##is the matrix representation of the linear operator ##T_a##, rather than the linear transformation itself. The transformation is ##T_a\circ T_b##. So writing it the same way as that in which ##T_a## and ##T_b## were presented would be
$$(T_a\circ T_b)\begin{bmatrix} x\\y \end{bmatrix} = \begin{bmatrix}-x -y\\ 2x \end{bmatrix}$$
 
  • Like
Likes   Reactions: Sociomath

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
Replies
3
Views
2K
Replies
19
Views
2K
Replies
10
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
2
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 12 ·
Replies
12
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K