Finding a basis for a subspace

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Homework Help Overview

The problem involves finding a basis for a subspace U in R^3 defined by the equation x_1 + 2*x_2 + x_3 = 0. Participants are exploring the implications of this equation on the dimensionality and basis of the subspace.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the identification of linearly independent vectors that span the subspace. There is a focus on the number of vectors needed for a basis in R^3 and the implications of the equation defining the subspace.

Discussion Status

The discussion is active, with participants correcting each other's interpretations and clarifying the requirements for a basis. There is acknowledgment of the need for two linearly independent vectors that span the subspace, with questions raised about the necessity of a third vector.

Contextual Notes

There is confusion regarding the number of linearly independent vectors required for the basis of the subspace, as well as the implications of the subspace being defined in R^3. Participants are questioning the assumptions about dimensionality and the nature of the solution space.

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[SOLVED] Finding a basis for a subspace

Homework Statement


We have a subspace U in R^3 defined by:

U = {(x_1 , x_2 ; x_3) | x_1 + 2*x_2 + x_3 = 0 }.

Find a basis for U.

The Attempt at a Solution



We have the following homogeneous system:

(1 2 1 | 0).

From this I find the solution to be written as a*(2,1,0)^T + b(-1,0,1)^T, where a and b are arbitrary constants. From this I find three linearly independent vectors.

Am I correct?
 
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(2,1,0) isn't a solution (but it's close). Also, if your subspace contains 3 linearly independent vectors then it's all of R^3. This is obviously not the case right?
 
The solution was (-2,1,0).

Yeah, I need a condition too so it is just the subspace where x_1 + 2*x_2 + x_3 = 0 - but how do I include that?
 
Last edited:
Well, in the answer you gave I see two vectors (one with the correction you mentioned) that appear to be linearly independent. They must be a basis of the solution space, right?
 
Last edited:
You solved the homogeneous system and found the solution a*(-2,1,0)+b*(-1,0,1). That means (-2,1,0) and (-1,0,1) are in the subspace and they span it. They are also independent. 1) Anything in their span already automatically solves x1+2x2+x3=0, since that relation is linear. 2) What do you mean 'three' independent vectors??
 
They must be basis for U. I only have two linearly independent vectors so far (not three as I wrote originally, sorry) - I need three linearly independent vectors that satisfy x_1 + 2*x_2 + x_3 = 0, right? How do I find the third?
 
Doesn't U have to be spanned by three (3) vectors, since it is a subspace of R^3? If not, why?
 
You can't find a third unless the solution space is all of R^3. You have two independent vectors that solve the equation so they must span the solution space.
 
Ok, thanks to both of you.
 

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