Proof of Equality for X1, X2, X3 Vector-Space Spans

  • Context: Undergrad 
  • Thread starter Thread starter EvLer
  • Start date Start date
Click For Summary

Discussion Overview

The discussion revolves around the truth value of a statement regarding the spans of vectors in a vector space. Participants are examining whether the span of two vectors, defined as Y1 = X1 + X2 and Y2 = X3, is contained in but not equal to the span of three vectors X1, X2, and X3. The scope includes theoretical reasoning and mathematical proofs related to vector spaces and linear dependence.

Discussion Character

  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • Some participants propose that the statement is false by considering the case where all vectors X_i are zero, leading to both spans being {0}.
  • Others argue that if the vectors X1 and X2 are linearly dependent, then span(X1 + X2) equals span(X1, X2), suggesting the assertion is false in general.
  • A participant questions the implications of linear independence, noting that if X1 and X2 are independent, X3 could still be dependent on X1 + X2.
  • Another participant expresses confusion about the relationship between spans and dimensions, questioning whether two spans can be equal if one is a linear combination of the other.
  • One participant emphasizes the definition of linear dependence, stating that if X1 and X2 are dependent, one can be expressed as a scalar multiple of the other.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the truth value of the statement. Multiple competing views remain regarding the conditions under which the spans are equal or not, particularly in relation to linear dependence and independence.

Contextual Notes

Limitations include the dependence on the definitions of linear dependence and the specific conditions of the vectors involved. The discussion does not resolve the mathematical steps necessary to establish the truth of the statement.

EvLer
Messages
454
Reaction score
0
Hi,
I have a T/F which I need to prove.

X1, X2, X3 belong to vector-space V.
Y1 = X1 + X2, Y2 = X3.
Span{Y1, Y2} is contained in but not equal to span{X1, X2, X3}.

I am not sure which one it is:
since y-span can be represented as span{X1 + X2, X3} it may be false, but then if all spans are subspaces, these two subspaces are not of the same dimension, i.e. they are not equal, then the statement is true. Obviously one of my reasonings is wrong. :rolleyes:
Could someone clear up this for me?
Thank you in advance.
 
Physics news on Phys.org
EvLer said:
Hi,
I have a T/F which I need to prove.

X1, X2, X3 belong to vector-space V.
Y1 = X1 + X2, Y2 = X3.
Span{Y1, Y2} is contained in but not equal to span{X1, X2, X3}.

I am not sure which one it is:
since y-span can be represented as span{X1 + X2, X3} it may be false, but then if all spans are subspaces, these two subspaces are not of the same dimension, i.e. they are not equal, then the statement is true. Obviously one of my reasonings is wrong. :rolleyes:
Could someone clear up this for me?
Thank you in advance.


It's false. Let X_i=0. The span of both is {0}.
 
phoenixthoth said:
It's false. Let X_i=0. The span of both is {0}.
But what if X_i is not lin. dep? In which case, {0} would not work...
 
If X_1 and X_2 are linearly dependent then clearly span(X_1+X_2)=span(X_1,X_2),
so the assertion is false in general.

If X_1 and X_2 are lin. indep., X_3 could still be dep. on X_1 + X_2.
 
Galileo said:
If X_1 and X_2 are linearly dependent then clearly span(X_1+X_2)=span(X_1,X_2),
Actually, that is what I was not sure about, because this:
span{X1, X2} = span{X1, X2, c1X1 + c2X2} I see.
But this:
span{X1, X2} = span{X1 + X2}
I don't quite. Could you outline the proof?
If I look at it from the stand-point of dimension, first one has dim. of 2, second -- 1, which I take to mean that they are not equal, even if one is lin. comb. of the other.
Am I totally off?
Thank you very much.
 
Of X_1 and X_2 are dependent, then they span a line, one is simply a scalar multiple of the other.

Use the definition of linear dependence to prove this:
X_1 and X_2 are linearly dependent means X_1=cX_2 for some c.
 

Similar threads

  • · Replies 17 ·
Replies
17
Views
5K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 5 ·
Replies
5
Views
2K
Replies
22
Views
6K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
9K
  • · Replies 4 ·
Replies
4
Views
4K
  • · Replies 10 ·
Replies
10
Views
5K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K