How can you determine if a set of given vectors can span a subspace in R^n?

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Discussion Overview

The discussion revolves around the conditions under which a set of vectors can span a subspace in R^n, with specific focus on examples in R^3 and R^4. Participants explore concepts of linear combinations, spanning sets, and dimensionality of vector spaces.

Discussion Character

  • Exploratory, Technical explanation, Debate/contested, Homework-related

Main Points Raised

  • One participant questions whether a vector p in the span of vectors v and w can be expressed as p = av + bw, and whether either a or b can be zero.
  • Another participant clarifies that the set of vectors {[1 2 0]^T, [2 0 3]^T} does not span the two-dimensional subspace U = {[r s 0]^T} because the equations derived from the linear combination lead to contradictions regarding the values of r and s.
  • There is a discussion on the nature of the zero subspace in R^n, with one participant suggesting that a set containing multiple instances of the zero vector is equivalent to a single instance, thus still spanning the zero subspace.
  • A participant expresses confusion regarding whether a specific set of vectors in R^4 can span R^4, noting that their own calculations suggest they can, while a reference book states otherwise.

Areas of Agreement / Disagreement

Participants generally agree on the definitions of spanning sets and the implications of linear combinations, but there is disagreement regarding specific examples and whether certain sets of vectors can span the respective subspaces. The discussion remains unresolved regarding the spanning capability of the given vectors in R^4.

Contextual Notes

Some participants' claims depend on specific assumptions about the dimensionality of the subspaces and the nature of the vectors involved. The discussion does not resolve the mathematical steps or the conditions under which the vectors span the spaces.

mckallin
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support that p is in M and M=span{v,w},that means p=av+bw, right?
then, could either a or b be zero?

regarded to this following problem:
Is is possible that {[1 2 0]^T,[2 0 3]^T} can span the subspace U={[r s 0]^T / r and s in R}?


I thought if s=2r and the scalar for [2 0 3]^T could be zero, it might be possible?
 
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U is a two dimensional vector space so [r 2r 0]^T is only a one dimemsional subspace of it. [1 2 0]^T spans that subspace of U but not U.

The question is, "suppose [r s 0]^T is a general vector in U. Do there exist numbers x, y such that [r s 0]^T= x[1 2 0]^T+ y[2 0 3]^T?" If so then we would have [r s 0]^T= [x 2x 0]^T+ [2y 0 3y]= [x+ 2y 2x 3y]. The means we must have r= x+ 2y, s= 2x, 0= 3y. From the last equation, obviously y= 0. But then we r= x, s= 2x. Since r and s can be any two real numbers, there does not exist a number x satifying both equations.
 
I see, thx.
how about my first question, I would still like to know the answer to that:
support that p is in M and M=span{v,w},that means p=av+bw, right?
then, could either a or b be zero?Also, I have just seen a problem that asks for a spanning set for the zero subspace {0} of R^n.
Then, I let [0 0 0 0]^T be the zero subspace of R^4, so is this a spanning set for that zero subspace:
span{[0 0 0 0] [0 0 0 0] [0 0 0 0] [0 0 0 0]}
 
Last edited:
mckallin said:
I see, thx.
how about my first question, I would still like to know the answer to that:
support that p is in M and M=span{v,w},that means p=av+bw, right?
Yes.

then, could either a or b be zero?
Yes.


Also, I have just seen a problem that asks for a spanning set for the zero subspace {0} of R^n.
Then, I let [0 0 0 0]^T be the zero subspace of R^4, so is this a spanning set for that zero subspace:
span{[0 0 0 0] [0 0 0 0] [0 0 0 0] [0 0 0 0]}
Why do you have the same thing four times in a set? This set is exactly the same thing as {[0 0 0 0]}, which is a spanning set {0}= {[0 0 0 0]}
 
thx.
I am sorry that I have got a more problem right away. Could you help again?

Do you know how to determine if a set of some given vectors in R^n can span R^n?
regarded to this question:

Determine if the following given vectors span R^4.
{[1 3 -5 0] [-2 1 0 0] [0 2 1 -1] [1 -4 5 0]}.


I thought they could because I seem to be able to reduce the matrix with these vectors as columns into an identity matrix. But the answer in the book says they can't. I was getting confused.
 

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