Field of modulo p equiv classes, how injective linear map -> surjectivity

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SUMMARY

The discussion focuses on proving that a linear map L: Fpn → Fpn is injective if and only if it is surjective, specifically within the context of the field of modulo p equivalence classes on Z. Key concepts include the dimensions of vector spaces, where |Fpn| = pn, and the relationship between injectivity, surjectivity, and bijectivity in linear maps. The proof leverages the properties of finite fields, emphasizing that the vector space structure does not affect the outcome, as the field of scalars is irrelevant in this case.

PREREQUISITES
  • Understanding of linear algebra concepts such as injective and surjective functions.
  • Familiarity with finite fields, specifically Fp and Fpn.
  • Knowledge of vector space dimensions and basis concepts.
  • Experience with linear maps and their properties in vector spaces.
NEXT STEPS
  • Study the properties of finite fields, focusing on Fp and Fpn.
  • Learn about the relationship between linear independence and spanning sets in vector spaces.
  • Explore the concept of isomorphisms in linear algebra and their implications.
  • Review proofs involving injective and surjective linear maps in various contexts.
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Students of linear algebra, mathematicians interested in finite fields, and educators teaching concepts of linear maps and vector spaces.

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Field of modulo p equiv classes, how injective linear map --> surjectivity

Homework Statement



Let Fp be the field of modulo p equivalence classes on Z. Recall that |Fp| = p.

Let L: Fpn-->Fpn be a linear map. Prove that L is injective if and only if L is surjective.

Homework Equations



|Fpn| = pn. We also know that for an F-linear map L: V-->V, that L is onto iff {v1,...,vm} spans V, given that DimV=m<infinity and that {v1,...,vm} are column vectors of the mxm matrix associated with L.

And that L is injective iff {v1,...,vm} is linearly independent.

And that L is bijective iff {v1,...,vm} is a basis.

The Attempt at a Solution



I just don't know what it means for a linear map to have the field of modulo p equivalence classes. on Z, let alone try and do this proof. If we suppose L is injective, then kerL=0. If L is NOT surjective, then there exists some v' in Fpn such that L(v)\neq v' for every v in Fpn. I believe this has something to do with the field of modulo p equivalence classes, but again our professor hasn't really taught us those...

Thanks =)
 
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It's a trick question; the vector space structure is irrelevant!

Actually, IIRC, you could use the exact same proof that you would use for finite-dimensional real vector spaces. The field of scalars is irrelevant.

However, the fact you're working with a finite field makes things that much simpler.
 


But how do we do that?

I'm having a hard time trying to go about proving linear maps are isomorphisms. I've heard that if, in a linear map L: V--W, if the basis for V is {v1,...,vn}, then if {L(v1),...,L(vn)} works as a basis for W, then it proves that V and W are isomorphic to each other and so L is an isomorphism...but I don't get why...or maybe I've heard wrong?
 

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