Linear Algebra- Linear Transformations

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Homework Help Overview

The discussion revolves around a linear transformation T from R3 to R4, with specific outputs provided for two input vectors. Participants are tasked with determining the output of T for a new vector, based on the properties of linear transformations.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the properties of linear transformations and how to apply them to find the output for a new vector. Some express uncertainty about starting the problem, while others suggest using the linearity conditions to derive relationships between the vectors.

Discussion Status

The conversation is ongoing, with some participants offering hints and others attempting to derive expressions based on the properties of linear transformations. There is no explicit consensus on the solution yet, but there are indications of productive exploration.

Contextual Notes

Participants mention a lack of clarity on how to begin solving the problem and express confusion about the application of linearity conditions. The original poster indicates a struggle with identifying patterns in the transformation.

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Homework Statement


Let T: R3--> R4 be a linear transformation. Assume that T(1,-2,3) = (1,2,3,4), T(2,1,-1)=(1,0,-1,0)
Which of the following is T(-8,1-3)?

A. (-5,-4,-3,-8)
B. (-5,-4,-3,8)
C. (-5,-4,3,-8).
D.(-5,4,3,-8)
E (-5,4,-3,8)
F. None of the above.

Homework Equations



I really have no clue how to solve this problem. All I know is how to verify if it is linear transformation or not by verifying T(u+v) = T(u) + T(v) and cT(u) = T(c(u)).
And that T(x) = Ax and also that T(0)=0

The Attempt at a Solution



I tried applying those above but nothing works for me. To be honest I have no clue how to start, I tried to find patterns but failed to identify any. Any hints?

Thanks
 
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You can combine those two conditions for linearity and say ##T(r\vec{u}+s\vec{v}) = rT(\vec{u}) + sT(\vec{v})##. Try think how that might be useful in light of the information you've been given about T.
 
I got something like T(r+2s, -2r+s, 3r-s) = (r+s, 2r, 3r-s, 4r) Then the answer could be A. But how do you actually do the question how tdo you solve that? I just did by guessing and inputing numbers to get one of the choices (A-F).
 
Oh I got it, you just have to set the T(...) = T(-8,1,-3) :D
 
Yup. :smile:
 

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