Difference among types of bases.

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    Bases Difference
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SUMMARY

The discussion centers on the concept of bases in linear algebra, specifically regarding the basis for a matrix A. Participants clarify that when asked for a basis for A, it typically refers to the basis for the column space or row space of A, rather than the null space or range. The example provided illustrates a specific case of matrices defined by independent elements, reinforcing the distinction between different types of bases. The confusion arises from the terminology used, emphasizing the need for clarity in mathematical questions.

PREREQUISITES
  • Understanding of linear algebra concepts, including vector spaces and bases.
  • Familiarity with matrix representations and their properties.
  • Knowledge of null space and column space definitions.
  • Ability to visualize matrices as vector spaces.
NEXT STEPS
  • Study the concept of basis in linear algebra, focusing on column space and row space.
  • Learn about null space and its relationship to matrix properties.
  • Explore examples of different types of bases for various matrix forms.
  • Investigate the implications of basis selection in vector space dimensions.
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Students of linear algebra, educators teaching matrix theory, and anyone seeking to deepen their understanding of vector spaces and their bases.

smithnya
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Hello everyone,

I am currently learning about bases, and I am confused about different types of bases. I understand how to obtain a basis for the null space of A or a basis for the range of A. I recently ran into a problem that simply asked me to find a basis for A. What does this mean? Does it mean any basis (for N(A) or R(A))? OR is there such a thing as a separate basis for A not having to do with R(A) or N(A)?
 
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Maybe it wants you to visualize the set of matrices as a vector space?

Consider for example the set of matrices of the form

|a 0|
|0 b|

They are spanned by the two independent elements

|1 0|
|0 0|

|0 0|
|0 1|

so this is a basis for the subspace of matrices given above. What is the exact form of A and of the question?
 
If A is a matrix, the question is nonsense.

If A is a vector space, then it makes sense.
 
my guess is what is meant is a basis for the column-space or row-space of A.
 

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