Proving the Isomorphism of [ ]B: L(V) to Mnxn(R) in Linear Transformations

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SUMMARY

The discussion centers on proving that the function [ ]B: L(V) -> Mnxn(R), which maps a linear transformation T to its B-matrix [T]B, is an isomorphism. This is established by demonstrating that every matrix corresponds to a unique linear transformation and vice versa, confirming the bidirectional relationship between linear transformations and their matrix representations. The conversation highlights the importance of understanding coordinate mappings and the role of bases in this context.

PREREQUISITES
  • Understanding of linear transformations in vector spaces
  • Familiarity with matrix representations of linear transformations
  • Knowledge of isomorphisms in linear algebra
  • Basic concepts of coordinate systems and bases
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  • Study the properties of isomorphisms in linear algebra
  • Learn about the relationship between bases and matrix representations
  • Explore the concept of coordinate mappings in vector spaces
  • Investigate the implications of linear transformations on matrix rank
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sweetiepi
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Prove that the function [ ]B: L(V) -> Mnxn(R) given by T -> [T]B is an isomorphism. [T]B is the B-matrix for T, where T is in the vector space of all linear transformations.

I don't quite understand this...
 
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Please elaborate: what don't you understand? Do you know what an isomorphism is?

What this exercise says, is that given a basis, every matrix determines a unique linear transformation, and vice versa. You probably already knew this, now you have to prove it. It really is "writing out the obvious".

PS: I don't quite see the connection with 'rank'.
 
Oh sorry about the confusion with the title. When I initially posted a question, it had to do with rank, but then I figured that one out so I just edited the question rather than post a new thread and must have forgotten to change the title.

I suppose my confusion was just because it's hard for me to visualize what's happening with coordinate mappings for a B-matrix for a transformation. I tend to have the most difficulty with the obvious things. But regardless, I went to talk to a GSI about it today and he actually helped a lot. I just needed help getting the problem started, but I got it now.
 

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