LA - Proof Involving Linear Independence and Spanning

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SUMMARY

The discussion centers on proving Theorem 2.6 from Axler's "Linear Algebra," which states that in a finite-dimensional vector space, the length of every linearly independent list of vectors is less than or equal to the length of every spanning list of vectors. The proof provided demonstrates that if the length of the linearly independent list exceeds that of the spanning list, a contradiction arises, confirming that the lengths must satisfy the inequality m ≤ n. The proof effectively utilizes the definitions of linear independence and spanning sets to establish the conclusion.

PREREQUISITES
  • Understanding of finite-dimensional vector spaces
  • Familiarity with linear independence and spanning sets
  • Knowledge of vector representation and linear combinations
  • Basic proof-writing skills in mathematics
NEXT STEPS
  • Study the concepts of linear independence and spanning sets in depth
  • Learn about the implications of dimension in vector spaces
  • Explore proof techniques in linear algebra, particularly contradiction proofs
  • Review additional theorems from Axler's "Linear Algebra" for broader context
USEFUL FOR

Students of linear algebra, particularly those learning proof techniques, as well as educators looking to reinforce concepts of vector spaces and their properties.

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Homework Statement



I was trying to prove a theorem from Axler's Linear Algebra text and my proof is different from the one in the book, and I'm wondering if someone can check whether or not my proof works, since I'm just starting to write proofs.

Theorem 2.6 (pg. 25): In a finite-dimensional vector space, the length of every linearly independent list of vectors is less than or equal to the length of every spanning list of vectors.

Homework Equations


The Attempt at a Solution



Let V be a finite-dimensional vector space. Suppose (u_1,...,u_m), where u_1,...,u_m \in V is a list of linearly independent vectors and (w_1,...,w_n) where w_1,...,w_n \in V spans V. We need to prove that m \leq n. Suppose m>n. Because the list (w_1,...,w_n) spans V, there exist scalars a_{i,j} where i \in [1,m], j \in [1,n] such that u_i=a_{i,1}w_1+...+a_{i,n}w_n. Thus, the vectors in (u_1,...,u_m) can be replaced by these linear combinations. However, since m>n, there exists some k where m<k\leq n such that u_k can be written in terms of u_1,...,u_{k-1}, and thus (u_1,...,u_m) is a linearly dependent list, and we have reached a contradiction. Therefore, m\leq n.

If someone could please look this over that would be great. Also, I would really like any criticism on my logic or proof writing skills in general since I have learned proofs on my own and no one has really seen my proofs before.

Thanks for your help :)
 
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i think that's looking good and so is the logic ;)
 
That's good to hear I'm on the right track. Thanks for taking a look at it :)
 

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