How to show a subspace must be all of a vector space

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SUMMARY

The only subspaces of the vector space V = R² are the zero subspace, R² itself, and the lines through the origin. If a subspace W contains two nonzero vectors that are linearly independent (i.e., they lie along different lines through the origin), then W must span all of R². This conclusion is supported by the fact that any vector in R² can be expressed as a linear combination of these two vectors. The dimensions of subspaces in R² can be 0 (the zero vector), 1 (a line), or 2 (the entire plane).

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  • Understanding of vector spaces and subspaces
  • Knowledge of linear combinations and linear independence
  • Familiarity with dimensions in vector spaces
  • Basic concepts of R² geometry
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GlassBones
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Homework Statement


Show that the only subspaces of ##V = R^2## are the zero subspace, ##R^2## itself,
and the lines through the origin. (Hint: Show that if W is a subspace of
##R^2## that contains two nonzero vectors lying along different lines through
the origin, then W must be all of ##R^2##)

Homework Equations

The Attempt at a Solution


Suppose W is a subspace of ##R^2## that contains two nonzero vectors lying along different lines through the origin ( ##x,y \in W, ## ##x,y≠0, cx\neq y ## and ##cy\neq x ##)

Not sure how to proceed to show W must be all of ##R^2##. Intuitively this makes sense since I can take a linear combination of vectors in W that should get me to any point in ##R^2##. I don't know how to make a formal proof.

Side question: If i have nonzero vectors, is it implied that it goes through the origin?
 
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I suggest another approach. Let ##V## be a subspace of ##\mathbb{R}^2##. What can you tell about the possible dimensions? What does each dimension correspond too?

On another note, that the two vectors are not on the same line means that they are linearly independent, so they span a 2 dimensional space.
 
The possible dimensions in V are 1,2? 1 corresponds to a point and 2 corresponds to a line.
 
GlassBones said:

Homework Statement


Show that the only subspaces of ##V = R^2## are the zero subspace, ##R^2## itself,
and the lines through the origin. (Hint: Show that if W is a subspace of
##R^2## that contains two nonzero vectors lying along different lines through
the origin, then W must be all of ##R^2##)

Homework Equations

The Attempt at a Solution


Suppose W is a subspace of ##R^2## that contains two nonzero vectors lying along different lines through the origin ( ##x,y \in W, ## ##x,y≠0, cx\neq y ## and ##cy\neq x ##)

Not sure how to proceed to show W must be all of ##R^2##. Intuitively this makes sense since I can take a linear combination of vectors in W that should get me to any point in ##R^2##. I don't know how to make a formal proof.

Side question: If i have nonzero vectors, is it implied that it goes through the origin?

All vectors in a vector space start at the origin, if you want to put it that way.

In terms of a proof, you could show that every vector in ##\mathbb{R^2}## is a linear combination of your two vectors.

PS I'm assuming you haven't covered bases and dimensions yet.
 
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PeroK said:
PS I'm assuming you haven't covered bases and dimensions yet.

This is correct.
 
GlassBones said:
The possible dimensions in V are 1,2? 1 corresponds to a point and 2 corresponds to a line.

False. 0,1,2

0 corresponds to the null space
1 to a line
2 to the entire plane
 
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GlassBones said:
This is correct.
Okay, so go with my suggestion above.
 
Math_QED said:
On another note, that the two vectors are not on the same line means that they are linearly independent, so they span a 2 dimensional space.

PeroK said:
In terms of a proof, you could show that every vector in R2 is a linear combination of your two vectors.

Okay this seems to be the most straight forward way, I think I was over complicating things.
 
Math_QED said:
0 corresponds to the null space
It's probably clearer to say that a dimension of 0 corresponds to the origin-- (0, 0) in ##\mathbb R^2##, or the zero vector.
 

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