Possible Images of a Linear Map T:R4->R4

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SUMMARY

A linear map T: R4 -> R4 can have its image classified based on the rank of the corresponding matrix. Specifically, if the rank is 0, the image is just the origin; if the rank is 1, it maps to a line through the origin; a rank of 2 indicates a plane through the origin; a rank of 3 corresponds to a copy of R3 through the origin; and a rank of 4 means the image is all of R4. Understanding the rank is essential for determining the nature of the image of the linear map.

PREREQUISITES
  • Linear algebra concepts, specifically linear maps and their properties.
  • Understanding of matrix rank and its implications on image space.
  • Familiarity with R4 vector space and its dimensionality.
  • Knowledge of linear independence and spanning sets.
NEXT STEPS
  • Study the concept of matrix rank in detail, including methods to compute it.
  • Explore examples of linear maps and their corresponding images in R4.
  • Learn about the relationship between linear transformations and their matrix representations.
  • Investigate the implications of rank-nullity theorem in linear algebra.
USEFUL FOR

Students of linear algebra, mathematicians, and educators looking to deepen their understanding of linear maps and their properties in R4.

Aceuniverse
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Homework Statement


Show that a linear map T:R4->R4 has one of the following as its image: just the origin 0, a line through 0, a plane through 0, a copy of R3 through 0, or all of R4.




Homework Equations


N/a


The Attempt at a Solution



I'm not sure I'm even understanding the problem, I asked a friend (honestly) and he said that the Rank of T when it is a matrix can determine whether it maps to just to the origin or all of R4. it went something like this:

Rank : 0 -> Maps to origin
Rank: 1 -> Maps to a line through 0
Rank:2 -> Maps to a plane through 0
Rank:3 -> Maps to a copy of R3
Rank:4 -> Maps to all of R4

my only concern is how does this answer the question, and if this is wrong how should I approach it? Any help would be appreciated, thanks in advance!
 
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Aceuniverse said:

Homework Statement


Show that a linear map T:R4->R4 has one of the following as its image: just the origin 0, a line through 0, a plane through 0, a copy of R3 through 0, or all of R4.

Homework Equations


N/a

The Attempt at a Solution



I'm not sure I'm even understanding the problem, I asked a friend (honestly) and he said that the Rank of T when it is a matrix can determine whether it maps to just to the origin or all of R4. it went something like this:

Rank : 0 -> Maps to origin
Rank: 1 -> Maps to a line through 0
Rank:2 -> Maps to a plane through 0
Rank:3 -> Maps to a copy of R3
Rank:4 -> Maps to all of R4

my only concern is how does this answer the question, and if this is wrong how should I approach it? Any help would be appreciated, thanks in advance!

The rank of a matrix is the number of linearly independent vectors that span the image space. I.e. the number of linearly independent columns of the matrix of T. I'm really not sure how to answer in a more clear way.
 
Last edited:
Dick said:
The rank of a matrix is the number of linearly independent vectors that span the solution space. I.e. the number of linearly independent columns of the matrix of T. I'm really not sure how to answer in a more clear way.

Oh it's not the definition of rank I am concerned with. I wanted to know if using rank was a good method to answering the question "Show that a linear map T:R4->R4 has one of the following as its image: just the origin 0, a line through 0, a plane through 0, a copy of R3 through 0, or all of R4. "
 

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