Linear Algebra Question, Vector Images

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Homework Help Overview

The problem involves a linear transformation T from R^4 to R^3, defined by a specific matrix representation. The original poster seeks to find a vector in the domain that maps to a given image vector in the range of T.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • The original poster attempts to understand the process of finding a pre-image vector given an image vector, questioning whether the inverse of the transformation matrix is needed. Some participants suggest forming a system of equations based on the transformation's output.

Discussion Status

Participants are exploring the relationship between the input vector and the output image vector, with some providing guidance on setting up a system of equations. There is acknowledgment of the matrix representation of the transformation, along with a note that it cannot be inverted.

Contextual Notes

There is a mention of constraints regarding the invertibility of the transformation matrix, which may affect the approach to finding the solution. The original poster expresses a need for clarity on the process rather than specific values.

hemsley
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Homework Statement


Let T:R^4->R^3 be the linear transformation de fined by

T( x1, x2,x3,x4) =
2(x1) - 4(x3)
(x2) -(x3)+3(x4)
(x1)+(x2)-3(x3)+2(x4)

Find the vector from the domain, Xd, which gives the image Xr = (2 1 1) in the range of T



The Attempt at a Solution


I don't need to necessarily know the values, I just need to know the process to get the 3 space matrix to find a vector in 4 space. To go from the Vector in Xd to the image Xr, I would just need to use the numbers in the matrix transform, or just multiply the standard matrix with the vector, but I am not sure how to go the other way. Do I take the inverse of the standard matrix multiply it by Xr possibly? Please help!
 
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So you need to find (x_1,x_2,x_3,x_4) such that

T(x_1,x_2,x_3,x_4)=(2,1,1)

Or

(2x_1-4x_3,x_2-x_3+3x_4,x_1+x_2-2x_3+2x_4)=(2,1,1)

Can you make a system of equations out of this??
 
You need to use the the relation between the 4D vector (x1,x2,x3,x4) and the image vector (2,1,1):

2(x1) - 4(x3)=2
(x2) -(x3)+3(x4)=1
(x1)+(x2)-3(x3)+2(x4)=1.

This is a system of linear equations, solve it with some standard method. The matrix of the linear transformation is

T=
2 0 -4 0
0 1 1 3
1 1 -3 2

It can not be inverted.ehild

Edit: Micromass beat me ...
 
Thanks very much to both of you!
 

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