Isomorphism to subspaces of different dimensions

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Homework Help Overview

The discussion revolves around linear transformations between different dimensional spaces, specifically examining the transformations f: R³ → R² and g: R² → R³. Participants are tasked with finding the associated matrices for the compositions f◦g and g◦f, determining their ranks, and exploring whether either composition is an isomorphism.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants attempt to compute the matrices for the compositions and their ranks. Questions arise regarding the conditions for a linear transformation to be an isomorphism, particularly in relation to the dimensions of the spaces involved. Some participants express uncertainty about whether the nature of the mappings inherently disqualifies them from being isomorphisms.

Discussion Status

There is an ongoing exploration of the properties of the transformations, with some participants suggesting that the dimensionality of the mappings impacts their potential to be isomorphisms. Guidance is offered regarding the implications of the rank-nullity theorem and the nature of the mappings between R² and R³.

Contextual Notes

Participants note that the transformations map between spaces of different dimensions, which raises questions about injectivity and surjectivity. The discussion includes references to the rank of the transformations and the implications for isomorphism without reaching a definitive conclusion.

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Homework Statement


Given the linear transformations
f : R 3 → R 2 , f(x, y, z) = (2x − y, 2y + z), g : R 2 → R 3 , g(u, v) = (u, u + v, u − v), find the matrix associated to f◦g and g◦f with respect to the standard basis. Find rank(f ◦g) and rank(g ◦ f), is one of the two compositions an isomorphism? If yes find its inverse.

Homework Equations


f=
[2 -1 0]
[0 2 1]

g=
[1 0]
[1 1]
[1 -1]

The Attempt at a Solution


f◦g =
[1 -1]
[3 1]

g◦f=
[ 2 -1 0 ]
[ 2 1 1 ]
[ 2 -3 -1 ]I row reduced both matrices, I don't want to write them out here, but the rank (g ◦ f) = 2, it has one free variable. Rank(f ◦g) = 2. I think the real question I have here is with the last part of the question.

'Is one of the two compositions an isomorphism?' For a linear transformation to be an isomorphism is has to be injective and surjective. Is the very nature that this L.T maps from R3 to R2 and vice versa reason enough to say it is not an isomorphism?

I found an inverse of
f◦g =
[1/4 1/4]
[-3/4 1/4]
 
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says said:

Homework Statement


Given the linear transformations
f : R 3 → R 2 , f(x, y, z) = (2x − y, 2y + z), g : R 2 → R 3 , g(u, v) = (u, u + v, u − v), find the matrix associated to f◦g and g◦f with respect to the standard basis. Find rank(f ◦g) and rank(g ◦ f), is one of the two compositions an isomorphism? If yes find its inverse.

Homework Equations


f=
[2 -1 0]
[0 2 1]

g=
[1 0]
[1 1]
[1 -1]

The Attempt at a Solution


f◦g =
[1 -1]
[3 1]

g◦f=
[ 2 -1 0 ]
[ 2 1 1 ]
[ 2 -3 -1 ]I row reduced both matrices, I don't want to write them out here, but the rank (g ◦ f) = 2, it has one free variable. Rank(f ◦g) = 2. I think the real question I have here is with the last part of the question.

'Is one of the two compositions an isomorphism?' For a linear transformation to be an isomorphism is has to be injective and surjective. Is the very nature that this L.T maps from R3 to R2 and vice versa reason enough to say it is not an isomorphism?

I found an inverse of
f◦g =
[1/4 1/4]
[-3/4 1/4]

Yes, you can show g◦f cannot be an isomorphism without doing any row reduction. Can you show that? Think rank-nullity theorem.
 
says said:

Homework Statement


Given the linear transformations
f : R 3 → R 2 , f(x, y, z) = (2x − y, 2y + z), g : R 2 → R 3 , g(u, v) = (u, u + v, u − v), find the matrix associated to f◦g and g◦f with respect to the standard basis. Find rank(f ◦g) and rank(g ◦ f), is one of the two compositions an isomorphism? If yes find its inverse.

Homework Equations


f=
[2 -1 0]
[0 2 1]

g=
[1 0]
[1 1]
[1 -1]

The Attempt at a Solution


f◦g =
[1 -1]
[3 1]

g◦f=
[ 2 -1 0 ]
[ 2 1 1 ]
[ 2 -3 -1 ]I row reduced both matrices, I don't want to write them out here, but the rank (g ◦ f) = 2, it has one free variable. Rank(f ◦g) = 2. I think the real question I have here is with the last part of the question.

'Is one of the two compositions an isomorphism?' For a linear transformation to be an isomorphism is has to be injective and surjective. Is the very nature that this L.T maps from R3 to R2 and vice versa reason enough to say it is not an isomorphism?

I found an inverse of
f◦g =
[1/4 1/4]
[-3/4 1/4]
To answer the question: "Is the very nature that this L.T maps from R3 to R2 and vice versa reason enough to say it is not an isomorphism?"
It is correct that a linear transformation from ##\mathbb R²## to ##\mathbb R³## or from ##\mathbb R³## to ##\mathbb R²## cannot be an isomorphism.
But: g ◦ f maps ##\mathbb R³## to ##\mathbb R³##,and f ◦ g maps ##\mathbb R²## to ##\mathbb R²##, so these could conceivably be isomorphisms. There you have (a little) more work to do. As Dick suggested, for g ◦ f it is relatively easy to show it is not an isomorphism just by reasoning.
 
Ahhh yes! f ◦ g is an isomorph. I've got my working in a photo attached.
 

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