Linear Transformation questions about dimensions

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Homework Help Overview

The discussion revolves around linear transformations between vector spaces A and B, specifically focusing on the implications of their dimensions on properties such as injectivity and surjectivity. Participants explore how the dimensions of A and B affect the kernel and image of the transformation.

Discussion Character

  • Conceptual clarification, Assumption checking, Mixed

Approaches and Questions Raised

  • The original poster attempts to understand how to demonstrate that the kernel of a linear transformation has more than one element when the dimension of A exceeds that of B. They also question how to show that the transformation is not surjective when B has a higher dimension than A. Some participants suggest considering the Rank-Nullity theorem as a relevant approach.

Discussion Status

The discussion is ongoing, with participants exploring different aspects of the Rank-Nullity theorem and its implications for the problem at hand. There is a recognition of the theorem's relevance, but no consensus has been reached on the specific methods to apply it to the original poster's questions.

Contextual Notes

Participants express uncertainty about their understanding of the Rank-Nullity theorem and its application, indicating a potential gap in foundational knowledge that may affect their reasoning about the linear transformation.

potmobius
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1. Say you have a linear transform from A to B, and where A has a higher dimension than B. How do you show that the kernel of the transform has more than one element (i.e. 0)? Also, if B has a higher dimension than A, then how to show that the transform isn't surjective?

2. The attempt at a solution

By showing that the kernel has more than the element 0, I want to show that the transform isn't injective. But I'm not quite sure how to get there just by using the fact that A has a higher dimension than B. Is that a good way(as in, not too complicated) of proving it? Any ideas?

For the other part, it makes sense intuitively, since the basis of A will have less elements than the basis of B, so there shouldn't be a surjection. But how do you proceed from there to show that the image of A is a proper subset of B?
 
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Think of the theorem that says the dim(A)=dim(Ker(f)) + dim(Im(f)), where f:A->B is a linear morphism (transformation)
 
Thanks! Now I feel really stupid for not considering Rank-Nullity before asking this...
 
potmobius said:
Thanks! Now I feel really stupid for not considering Rank-Nullity before asking this...

You're welcome. I feel stupid for not knowing that theorem has a name ...
 
Do you know any bad math jokes related to this?
 

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