Matrix of linear transformation

Click For Summary

Homework Help Overview

The discussion revolves around identifying the matrix of linear transformations for given equations involving variables (x, y, z) and (x, y). Participants are exploring the concept of linear transformations and their corresponding matrices, as well as the kernel of these transformations.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants present their attempts at identifying matrices for specified transformations and seek validation of their results. There is also a discussion about the notation used in defining transformations and the implications of that notation. Questions arise regarding how to find the basis for the kernel of the transformations.

Discussion Status

Some participants have provided corrections and clarifications regarding notation and the definition of the kernel. There is ongoing exploration of the kernel's properties and the implications of the equations derived from the transformations. The conversation is active, with participants sharing insights and seeking further understanding.

Contextual Notes

Participants are working under the constraints of homework guidelines, which may limit the depth of exploration or the types of solutions discussed. There is a noted typo in one of the attempts that has been corrected, and the discussion includes the need for clarity in mathematical expressions.

andrey21
Messages
475
Reaction score
0
Matrix of linear transformation (urgent)

Identify the matrix of the transformation for the following:

a) (x,y,z) = (2x-y+4z,x+y-z,x-z)

b) (x,y) = (x,2x)

c) (x,y,z) = (x-2y,3x-6y)

Here are my attempts
a)
2,-1, 4
1, 1,-1
1, 0,01

b)
1,0
2,0

c)

1,-2, 0
3,-6, 0


Are theses correct? Thanks in advance:)
 
Physics news on Phys.org


andrey21 said:
Identify the matrix of the transformation for the following:

a) (x,y,z) = (2x-y+4z,x+y-z,x-z)

b) (x,y) = (x,2x)

c) (x,y,z) = (x-2y,3x-6y)

Here are my attempts
a)
2,-1, 4
1, 1,-1
1, 0,01

b)
1,0
2,0

c)

1,-2, 0
3,-6, 0


Are theses correct? Thanks in advance:)

In the first one you have what looks like a typo. The last term in the third row should be -1. You probably hit the wrong key. The other two are fine.
 


Ye sorry that should be -1 :) Next the question asks to find the basis for the Kernal for each. How do I go about doing this?
 


That's kernel. The kernel is the subspace consisting of all vectors that are solutions to the equation Ax = 0. Start with that.
 


By the way, it is a very bad idea to write something like:
"(x,y,z) = (2x-y+4z,x+y-z,x-z)"

That says the two are equal which is NOT what you mean. What you mean is that the linear transformation maps (changes) (x, y, z) into (2x- y+ 4z, x+ y- z, x- z) which might be written
T(x,y,z) = (2x-y+4z,x+y-z,x-z)

or simply (x,y,z) => (2x-y+4z,x+y-z,x-z) where the "arrow", =>, indicates the change.

The kernel of the matrix [math]\begin{bmatrix}2 & -1 & 4 \\ 1 & 1 & -1 \\ 1 & 0 & -1\end{bmatrix}[/math] is the set of vectors, [math]\begin{bmatrix}x \\ y \\ z\end{bmatrix}[/math] such that
[math]\begin{bmatrix}2 & -1 & 4 \\ 1 & 1 & -1 \\ 1 & 0 & -1\end{bmatrix}\begin{bmatrix}x \\ y \\ z\end{bmatrix}= \begin{bmatrix}0 \\ 0 \\ 0\end{bmatrix}[/math]

which is the same as the equations 2x- y+ 4z= 0, x+ y- z= 0, x- z= 0, which you could have got from the original definition of the linear transformation. Solve those equations for x, y, and z. Notice that one "obvious" solution is x= y= z= 0, the "trivial" solution. If there are other, non-trivial solutions, then there will be an infinite number of them. It is easy to show that the kernel is a subspace of the vector space- if u and v are non-zero members of the kernel of a linear transformation, so is any linear combination of them.
 


Sorry halls of ivy but ur post goes a little strange in the middle:)
 


Ok so I have worked out the follwowing:

a) 2x-y+4z =0
b) x+y-z=0
c) x-z=0

therefore

x = z

equation b) becomes:

y = 0

and a) becomes:

6x=0

so us the basis of kernal x(000)??
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
1K
Replies
2
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K