Linear Algebra - Subspace Checks

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Homework Help Overview

The discussion revolves around determining whether specific sets form subspaces of R², focusing on two sets defined by conditions involving their components: A) {(x₁, x₂)ᵀ | x₁x₂=0} and B) {(x₁, x₂)ᵀ | x₁=3x₂}. Participants explore the criteria for subspaces, including the existence of the zero vector, closure under addition, and closure under scalar multiplication.

Discussion Character

  • Mixed

Approaches and Questions Raised

  • Participants discuss the conditions for subspaces, with some expressing certainty about set B being a subspace while questioning the reasoning for set A. There are attempts to clarify the definitions of closure under addition and scalar multiplication, with specific examples provided for set A.

Discussion Status

Some participants have provided examples of vectors in set A and are actively checking the closure properties. There is an ongoing exploration of the implications of these properties for both sets, with no explicit consensus reached yet.

Contextual Notes

Participants note the importance of verifying whether the zero vector is included in the subspaces and are considering the implications of their definitions on closure properties. There is a focus on understanding the algebraic relationships that define the sets.

cowmoo32
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Homework Statement


Determine whether the following sets form subspaces of R^{2}

A){(x_{1},x_{2})^{T} | x_{1}x_{2}=0}
B){(x_{1},x_{2})^{T} | x_{1}=3x_{2}}

Homework Equations


checks:
Does zero vector exist?
Is the space closed under addition?
Is the space closed under scalar multiplication?

The Attempt at a Solution


I know B is a subspace, but I'm not sure why. I can check the zero vector and the scalar, but I'm not 100% sure how to define closed under addition.

Also, I know A is not a subspace. Again, I know how to check for the zero vector, but I'm lost on addition and scalar multiplication, at least as a general form.
 
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Give me some examples of vectors in A.
 
[1,0] [0,1] [n,0] [0,n]... one value has to be zero for x1*x2=0 I had the answers backwards. B is a subspace and A is not.
 
cowmoo32 said:
[1,0] [0,1] [n,0] [0,n]... one value has to be zero for x1*x2=0

Good! So check addition [1,0]+[0,1]=[1,1]. Is [1,1] in A?
 
cowmoo32 said:
[1,0] [0,1] [n,0] [0,n]... one value has to be zero for x1*x2=0 I had the answers backwards. B is a subspace and A is not.

To prove closure under addition take [x,y] in B, i.e. x=3y and [u,v] in B, so u=3v. You want to show [x,y]+[u,v]=[x+u,y+v] is in B. Can you show that?
 
cowmoo32 said:

Homework Statement


Determine whether the following sets form subspaces of R^{2}

A){(x_{1},x_{2})^{T} | x_{1}x_{2}=0}
B){(x_{1},x_{2})^{T} | x_{1}=3x_{2}}

Homework Equations


checks:
Does zero vector exist?
Not "does the zero vector exist" but rather "is the zero vector in the subspace"
The zero vector, <0, 0>, clearly exists!

Is the space closed under addition?
Is the space closed under scalar multiplication?


The Attempt at a Solution


I know B is a subspace, but I'm not sure why. I can check the zero vector and the scalar, but I'm not 100% sure how to define closed under addition.

Also, I know A is not a subspace. Again, I know how to check for the zero vector, but I'm lost on addition and scalar multiplication, at least as a general form.
If <x, y> and <u, v> are in A then we know that xy= 0 and uv= 0. Their sum is <x+u, y+ v> so we need to look at (x+ u)(y+ v)= xy+ xv+ uy+ uv= xv+ uy. Is that necessarily 0?
If <x, y> and <u, v> are in B then we know that x= 3y and u= 3v. Their sum is <x+u, y+ v> so we need to compare x+ u and 3(y+ v). Are they necessarily equal?
 

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