Linear Algegra: Nul A and Col A relationship if Nul A is not the zero space

Click For Summary
SUMMARY

In the discussion regarding a 6x6 matrix R, it is established that if the null space (Nul R) is not the zero space, then the column space (Col R) must have a dimension less than 6. This conclusion is derived from the rank-nullity theorem, which states that the dimension of the null space plus the dimension of the column space equals the number of columns in the matrix. Therefore, if the nullity of R is greater than 0, the rank of R must be less than 6.

PREREQUISITES
  • Understanding of linear transformations
  • Familiarity with the rank-nullity theorem
  • Knowledge of vector spaces and their dimensions
  • Basic concepts of matrix theory
NEXT STEPS
  • Study the rank-nullity theorem in detail
  • Explore examples of linear transformations and their properties
  • Learn about the implications of nullity and rank in matrix theory
  • Investigate the relationship between null space and column space in various matrix sizes
USEFUL FOR

Students and educators in linear algebra, mathematicians analyzing matrix properties, and anyone seeking to deepen their understanding of the relationship between null space and column space in linear transformations.

imagenesis
Messages
1
Reaction score
0
1. If R is a 6X6 matrix, and Nul R is not the zero space, what can you say about Col R?





3. Well we know that there is some vector that can be added to R to form 0... But how does that relate to Col R ? I mean I really don't know. I am guessing it has something to do with the m where mxn is the size of R.
 
Physics news on Phys.org
Look at the rank-nullity theorem.
 
If R is a 6 by 6 matrix- i.e. represents a linear transformation from 6 dimensional vector space to a 6 dimensional vector space, then the dim of the null space of R plus the dimension of the column space of R is equal to 6- that the rank-nullity theorem Vid mentioned. If the nullity of R is greater than 0, what can you way about the rank of R?
 

Similar threads

Replies
15
Views
2K
  • · Replies 15 ·
Replies
15
Views
3K
  • · Replies 2 ·
Replies
2
Views
6K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 8 ·
Replies
8
Views
3K
Replies
2
Views
4K
  • · Replies 4 ·
Replies
4
Views
16K
Replies
4
Views
2K
  • · Replies 24 ·
Replies
24
Views
4K
Replies
4
Views
2K