Is the representation of x as a linear combination of u, v, and w unique?

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Homework Help Overview

The discussion revolves around the uniqueness of representing a vector x as a linear combination of three linearly independent vectors u, v, and w. Participants are exploring the implications of the definition of the span of these vectors.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Some participants attempt to construct a proof regarding the uniqueness of the representation of x, while others express uncertainty about how to begin or complete their arguments. Questions about the implications of the definition of the span and how to approach proving uniqueness are raised.

Discussion Status

The discussion is active, with participants sharing their attempts and seeking clarification on the proof structure. Some guidance has been offered regarding how to approach the uniqueness proof by assuming the contrary and working towards a contradiction.

Contextual Notes

Participants are working under the constraints of homework rules, which may limit the extent of assistance they can provide to one another. There is an emphasis on understanding the definitions and implications of linear combinations and spans.

sana2476
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I attempted the proof but I don't know how to complete it..

Let u,v,w be linearly independent vectors and x is in <u,v,w>. Then there are unique a,b,y such that x=au+bv+yw
 
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sana2476 said:
I attempted the proof

Great, let's see what you've done.
 
I'm having trouble starting it...if u could help me start it..then i can try to carry it from there
 
Look at the definition of <u,v,w>. What does it mean for x to be in <u,v,w>, spelled out in terms of the definition?
For the uniqueness part, start by assuming that you can write x=au+bv+cw and x=du+ev+fw, then prove that a=d, b=e, c=f.
 
ok...so if i start the proof by saying if x is in <u,v,w> then there exists d,e,f such that x=du+ev+fw and then if i take the difference, say: (a-d)u+(b-e)v+(c-f)w...would that be right approach?
 
By definition, if x is in Span(u, v, w), then there are scalars a, b, and c such that x = au + bv + cw. (I changed letters on you, here.

You want to show that this representation is unique, so one way to do this is to assume the contrary--that the representation is not unique, meaning that there is at least one other way to represent x, say, as du + ev + fw.

Work with these two representations, and you should get a contradiction, which means that your assumption that the representation was not unique must have been incorrect, which gets you back to the representation being unique.
 

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