Finding the matrix transformation of T

In summary, the book has an example with v = 3, x = -1, and y = 1. The example says that T[v] = 3-1=2. However, in the example, the first question asks T(v) = ǂ3x-ǂy. A = ǂ5-ǂ1 does not make sense, so the book switches the order of the x and y. This causes problems because in the example, y = 1 and x = -1.
  • #1
mr_coffee
1,629
1
Ookay i don't understand this at all...Sorry i forgot how to use LaTex to form matrices so bare with me...
There is an example in the book that has:
v =
x
y


T[v] =
5x-y
4x - 5/2y

so, they said thus,
T[v] =
5 -1
4 -5/2
*
x
y

so they say:
A =
5 -1
4 -5/2

of T

which makes sense, but in the book first question:
T(v) =
3x -y
2y +x

A =
3 -1
1 2

what the heck? why isn't it
3 -1
2 1

Also there was another one:
T(v) =
y-x
x+y

A =
-1 1
1 1

why isn't it just
A =
1 -1
1 1
?

why did they switch the x and y? and in the example they didn't do anyhting different. :bugeye:
 
Last edited:
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  • #2
Let's look at

[tex]
T(v) = \left( \begin{array}{c}3x - y \\ 2y + x \end{array} \right)
[/tex]

in particular. You're trying to find a matrix A such that T(v) = Av.

The book winds up with the matrix:

[tex]
A = \left( \begin{array}{cc}3 & -1 \\ 1 & 2\end{array} \right)
[/tex]

while you think it should be

[tex]
A = \left( \begin{array}{cc}3 & -1 \\ 2 & 1\end{array} \right)
[/tex]

Right?

Well, have you tried computing Av for each of these matrices? Are either of them equal to T(v)?


Incidentally, do you think that the following S and T are the same linear transformation?

[tex]
T\left( \begin{array}{cc}x \\ y\end{array} \right)
= \left( \begin{array}{c}3x - y \\ 2y + x}\end{array} \right)
[/tex]

[tex]
S\left( \begin{array}{cc}x \\ y\end{array} \right)
= \left( \begin{array}{c}3x - y \\ x + 2y}\end{array} \right)
[/tex]
 
  • #3
thanks for the responce, but I'm so lost, the example in the book just shows how you can find A if you are given: T(i), w, and T(w), i tried to go in reverse and it isn't working out right! Do you know if you can explain to me how you find the Av of each matrix? Or is there somthing online? I searched and couldn't find any good tutorial. I understand how to do these problems which say: assume that T: R^2->R^2 is a linear transformation use the information to determine T[x y]^T for all [x y]^T and find the matrix of T:
http://show.imagehosting.us/show/898600/0/nouser_898/T0_-1_898600.jpg
 
Last edited by a moderator:
  • #4
The point of the matrix representation of a linear transformation is (in the R² -> R² case) that:

[tex]
T \left( \begin{array}{c c}x \\ y \end{array} \right)
=
A \left( \begin{array}{c c}x \\ y \end{array} \right)
[/tex]

where T is your linear transformation and A is its matrix representation.


If you write down an arbitrary 2x2 matrix for A, then from:

[tex]
T \left( \begin{array}{c c}x \\ y \end{array} \right)
=
\left( \begin{array}{cc} a & b \\ c & d \end{array} \right)
\left( \begin{array}{c c}x \\ y \end{array} \right)
[/tex]

you can solve for a, b, c, and d if you know T.


Do you know if you can explain to me how you find the Av of each matrix?
I have no idea what this means.
 
Last edited:
  • #5
ahh i made it way too complicated, thanks for the help!
 

1. What is a matrix transformation?

A matrix transformation, also known as a linear transformation, is a mathematical function that maps a vector space onto itself by performing a series of operations on the vectors. These operations include scaling, rotating, shearing, and reflecting the vectors.

2. How do you find the matrix transformation of T?

To find the matrix transformation of T, you first need to determine the transformation matrix. This can be done by applying the transformation to the standard basis vectors and recording the resulting vectors. The transformation matrix is then formed by arranging these resulting vectors as the columns of the matrix.

3. What is the purpose of finding the matrix transformation of T?

The purpose of finding the matrix transformation of T is to have a mathematical representation of the transformation that can be easily manipulated and applied to vectors. This allows for efficient computation and analysis of the transformation.

4. Can the matrix transformation of T be represented in different coordinate systems?

Yes, the matrix transformation of T can be represented in different coordinate systems. The transformation matrix will change depending on the basis vectors used, but the transformation itself remains the same.

5. How is the matrix transformation of T used in real-world applications?

The matrix transformation of T has many applications in fields such as computer graphics, robotics, and physics. It is used to rotate and scale images, simulate movements in robots, and model physical phenomena. It is also a fundamental concept in linear algebra and is used in various mathematical models.

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