Proving Linear Independence and Spanning in Vector Spaces

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Homework Help Overview

The discussion revolves around proving that a maximal linearly independent sequence in a vector space spans that space and thus forms a basis. The context is set within the framework of linear algebra, specifically focusing on concepts of linear independence and spanning sets.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the implications of starting the proof with the assumption that the sequence spans V. There is a suggestion to revise the initial statement to align better with the goal of the proof.

Discussion Status

The discussion is currently focused on refining the approach to the proof. Some participants have pointed out that the initial phrasing may not effectively support the argument being made. There is an ongoing exploration of how to structure the proof more clearly.

Contextual Notes

Participants are considering how to present their arguments without assuming what they are trying to prove, indicating a need for careful wording in mathematical proofs.

Danielm
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Homework Statement


Prove the following: Let V be a vector space and assume there is an integer n such that if (v1, . . . , vk) is a linearly independent sequence from V then k ≤ n. Prove is (v1, . . . , vk) is a maximal linearly independent sequence from V then (v1, . . . , vk) spans V and is therefore a basis.

Homework Equations

The Attempt at a Solution


If v_1,...,v_k$spans V then all vectors in V are generated by some linear combination of v_1,...,v_k. It's clearly seen that we can generate any vector in the sequence by setting the constant of the desired vector to 1 and the others to 0. Hence the sequence is maximal linearly independent, adding another vector will provoke a dependency. The dependency didn't exist before the new vector was added. This implies that the added vector can be written as a linear combination of the other vectors. If we do this for every remaining vector in V, then all vectors can be written as a linear combination of the given sequence and therefore it spans V. The sequence is linearly independent and it spans V, so it's a basis.
is that correct?
 
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You are asked to prove it spans V. Starting with "if v1..vk spans V" is not helpful.
 
haruspex said:
You are asked to prove it spans V. Starting with "if v1..vk spans V" is not helpful.
So if I delete the first sentence, it would look better? because clearly that's what I want to prove.
 
Danielm said:
So if I delete the first sentence, it would look better? because clearly that's what I want to prove.
You'll need to delete all that followed from that, i.e. the first two and a half lines. So it now starts
Danielm said:
adding another vector will provoke a dependency.
That seems to work.
 

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