Show Existence of Basis for Vector Space V with No Elements from Subspace M

  • Context: Graduate 
  • Thread starter Thread starter radou
  • Start date Start date
  • Tags Tags
    Subspace
Click For Summary

Discussion Overview

The discussion revolves around the existence of a basis for a vector space V that does not include any elements from a subspace M, where M is not the zero vector space. Participants explore theoretical approaches and provide various insights into the conditions necessary for such a basis to exist.

Discussion Character

  • Exploratory, Technical explanation, Debate/contested

Main Points Raised

  • One participant proposes that since M is a proper subset of V, there must exist at least one element in V that is not in M, suggesting a potential starting point for constructing a basis.
  • Another participant emphasizes the importance of showing that any additional vectors added to a basis of M must be linearly independent of the existing basis vectors.
  • A different viewpoint suggests constructing a basis for M and extending it to V, ensuring that the new vectors added are not in M, thus forming a basis for V.
  • One participant introduces a method of defining new vectors by combining existing basis vectors with additional vectors to maintain independence and satisfy the basis requirements.
  • There is a challenge to the initial assumptions, with participants noting that the statement is not valid unless it is specified that M is not equal to V.
  • Counter-examples are discussed, indicating that if M were equal to V, the original claim would not hold.

Areas of Agreement / Disagreement

Participants generally agree that the condition M ≠ V is crucial for the discussion, but there is no consensus on the validity of the proposed methods or the existence of such a basis without further assumptions.

Contextual Notes

Limitations include the need for clarity on the definitions of vector spaces and subspaces, as well as the implications of dimensionality in the context of the proposed solutions.

radou
Homework Helper
Messages
3,149
Reaction score
8
Let V be a vector space over a field F, and M a subspace of V, where M is not {0}. I need to show there exists a basis for V such that none of its elements belong to M.

Since M is a subspace of V, M must be a subset of V. If M = V, then there does not exist such a basis, so M must be a proper subset of V. Hence, there must exist at least one element b1 from V which is not in M. Further on, the set {b1} is independent. Now, if we consider the span [{b1}], which is a subset of V, we have two options. If [{b1}] = V, then {b1} is a basis, and we proved what we had to. If it is not so, then [{b1}] is a proper subset of V, and there (here's the tricky part) exists (?) at least one element b2 from V \ (M U [{b1}]). If I could proove the existence, I'd know how to carry on. I tried to assume the opposite - there does not exist an element b2 from V \ (M U [{b1}]). This implies that b2 must be in M. But then, {b1} should form a basis for V, which it does not, so we have a contradiction (?).

Directions would be appreciated, thanks in advance.
 
Physics news on Phys.org
Interesting that your initial statement doesn't include M=/=V, since that's obviously a requirement.

Even if you find a b2, you have to show it's linearly independent of b1. I wouldn't go the contradiction route, since it seems like far too much work.

You know that if M does not equal V, then dimM < dimV, right (strictly less than)? So you can construct a basis of M, and extend it to be a basis of V. The vectors in the new basis that were just added are not elements of M, which is important. So say the basis of M is {m_1, m_2, ... m_k} and the basis of V is {m_1, m_2, ... ,m_k, v_1,...v_n}. Given this, can you find a way of replacing the m's with vectors that aren't in M (which has to be closed under addition, a big hint) such that the set is still a basis?
 
Yeah, with the hint above, I have an idea:

Suppose dimM < dimV and M has a basis {m1, m2, ..., mk}. Add to this basis some vectors called v1, v2,..., vn such that {m1, m2,...mk, v1, v2,..., vn} becomes a basis of V. Of course, v1, v2,..., vn are not in M.

Define u1 = m1 + v1, u2 = m2 + v1, ..., uk = mk + v1

By using definition, we can prove the vector system {u1, u2,..., uk, v1, v2,...,vn} is still independent in V, thus it is a basis of V.

However all elements of this new basis of V are not in M. The proff is complete. :)
 
Office_Shredder said:
Interesting that your initial statement doesn't include M=/=V, since that's obviously a requirement.

It's not interesting, since it isn't my statement. :smile:

Office_Shredder said:
Even if you find a b2, you have to show it's linearly independent of b1.

Well, if b2 is not in [{b1}], then it is independent of b1, since there doesn't exist some a from F such that a*b1 = b2.

Thank you both for the other hints, I'll think about it.
 
radou said:
Well, if b2 is not in [{b1}], then it is independent of b1, since there doesn't exist some a from F such that a*b1 = b2.

That's true now that I think about it :smile:

And by your statement, I meant the statement that you had, i.e. that someone gave you
 
radou said:
It's not interesting, since it isn't my statement. :smile:
You should find it interesting since it makes your problem simple: the statement is NOT true! Counter-example take M= V.
 
HallsofIvy said:
You should find it interesting since it makes your problem simple: the statement is NOT true! Counter-example take M= V.

OK, so the 'statement' should be: Let V be a vector space over a field F, and M be a subspace of V, where M is not a trivial subspace, i.e. it is not {0} or V.
 
this false unless you assume M is not all of V. i came up with the same solution as in 3, which shows clearly how M ≠ V is used.
 
Last edited:

Similar threads

  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
4K
Replies
2
Views
1K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 12 ·
Replies
12
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K