Question about Matrix Linear Transformation

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Homework Help Overview

The discussion revolves around linear transformations, specifically focusing on finding the standard matrix for a given linear operator and determining its properties regarding being one-to-one and onto. The original poster presents a problem involving equations that define a linear operator and seeks assistance in understanding the implications of these properties.

Discussion Character

  • Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants suggest using reduced row echelon form to assess the properties of the transformation. There is a discussion about the relationship between the existence of an inverse and the properties of being one-to-one and onto. The role of the determinant and the null space in determining these properties is also explored.

Discussion Status

Participants are actively engaging with the problem, offering various perspectives on how to determine the linear transformation's properties. There is a focus on the implications of the matrix's structure and its relationship to the transformation's characteristics, with no explicit consensus reached yet.

Contextual Notes

The original poster is preparing for a midterm and is navigating through the complexities of linear transformations, indicating a need for clarification on foundational concepts and their applications in this context.

albaboi123
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i'm studying for my midterm and I'm stumped on this section about Lienar Transformations...hope u guys can help

Homework Statement



question goes something like this
1) Find the standard matrix for the linear operator define by the equations (which is easy)
and then determine wheter the operator is one-to-one and or onto

example question is
w1=-x+3y+2z
w2=2x+4z
w3=x+3y+6z

2) Show that the range of the linear operator defined by the equations
w1=4x-2y
w2=2x-y
is not all of R^2, and find a vector that's not in the range.




The Attempt at a Solution



1) so the standard matrix is

[-1 3 2]
[2 0 4]
[1 3 6]

now how do i tell if its 1-1 and/or onto?
 
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Put the matrix into reduced row echelon form. If every row has a pivot, then the vectors are a basis for the codomain and the transformation is onto. The transformation is one-to-one if all the vectors are linearly independent. Since this is a 3x3 matrix, either the function will be both one-to-one and onto, or the transformation will be neither.
 
A linear transformation is one-to-one and onto if and only if it has an inverse linear transformation. When it is written as a matrix, this is true if and only if the determinant of the matrix is not 0.
 
Also, since it is an operator on R^3 it's injective and onto iff the null space is trivial

for a linear operator A the following are equivalent: A is invertible, A is injective, A is onto

since it is an operator you need only consider if the null space is trivial, since if it is trivial it is injective and hence bijective, if it is not then it is neither injective nor onto
 
Last edited:

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