Determining if a set is a subspace.

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SUMMARY

The discussion centers on determining whether a specific set of vectors in {R}^3, represented as $$\left[\begin{array}{c}a \\ 0 \\ b \end{array}\right]$$, is a subspace. The conclusion is that this set is indeed a subspace, as it can be expressed as the span of the vectors $$\left[\begin{array}{c}1 \\ 0 \\ 0 \end{array}\right]$$ and $$\left[\begin{array}{c}0 \\ 0 \\ 1 \end{array}\right]$$. The three necessary conditions for a subspace are confirmed: it contains the zero vector, is closed under vector addition, and is closed under scalar multiplication. The discussion emphasizes the importance of verifying these closure properties.

PREREQUISITES
  • Understanding of vector spaces and subspaces in linear algebra
  • Familiarity with the concepts of vector addition and scalar multiplication
  • Knowledge of the zero vector and its significance in vector spaces
  • Ability to work with real numbers and their properties
NEXT STEPS
  • Study the properties of vector spaces and subspaces in linear algebra
  • Learn about the concept of span and how it relates to subspaces
  • Explore examples of subspaces in different dimensions, particularly in {R}^n
  • Practice proving whether a given set is a subspace using the three closure properties
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Students and educators in linear algebra, mathematicians focusing on vector spaces, and anyone seeking to deepen their understanding of subspace criteria and proofs.

AngrySnorlax
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Hey there guys, its AngrySnorlax here again with another problem. I posted here before when I was having an issue and the responses I got were extremely helpful because there was a specific step that I just could not grasp that was explained to me and I am hoping that is the same situation here with these problems.

I am trying to determine how to tell if a set is a subspace. The problem reads like this:
Determine if the described set is a subspace. If so, give a proof. If not, explain why not. Unless stated otherwise, a, b, and c are real numbers.

The subset of {R}^{3} consisting of vectors of the form
$$\left[\begin{array}{c}a \\ 0 \\ b \end{array}\right]$$

The answer at the back of the book reads this:
This is a subspace, equal to span
$$\left[\begin{array}{c}1 \\ 0 \\ 0 \end{array}\right]$$$$\left[\begin{array}{c}0 \\ 0 \\ 1 \end{array}\right]$$

Now I am aware that there are three steps, but I am not entirely sure on how to use these steps.

1) S must contain a 0 vector.
2) If u and v are in S, then u+v is also in S.
3) If r is a real number and u is in S, the ru is also in S.

I am totally lost in applying these steps! I have an idea on how to apply the first one, but even still I don't feel confident in how I am applying it. So once again, I would be eternally grateful for any help :)
 
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AngrySnorlax said:
Hey there guys, its AngrySnorlax here again with another problem. I posted here before when I was having an issue and the responses I got were extremely helpful because there was a specific step that I just could not grasp that was explained to me and I am hoping that is the same situation here with these problems.

I am trying to determine how to tell if a set is a subspace. The problem reads like this:
Determine if the described set is a subspace. If so, give a proof. If not, explain why not. Unless stated otherwise, a, b, and c are real numbers.

The subset of {R}^{3} consisting of vectors of the form
$$\left[\begin{array}{c}a \\ 0 \\ b \end{array}\right]$$

The answer at the back of the book reads this:
This is a subspace, equal to span
$$\left[\begin{array}{c}1 \\ 0 \\ 0 \end{array}\right]$$$$\left[\begin{array}{c}0 \\ 0 \\ 1 \end{array}\right]$$

Now I am aware that there are three steps, but I am not entirely sure on how to use these steps.

1) S must contain a 0 vector.
2) If u and v are in S, then u+v is also in S.
3) If r is a real number and u is in S, the ru is also in S.

I am totally lost in applying these steps! I have an idea on how to apply the first one, but even still I don't feel confident in how I am applying it. So once again, I would be eternally grateful for any help :)
1) Is there an a, b such that $$\left[\begin{array}{c}a \\ 0 \\ b \end{array}\right] = \left[\begin{array}{c}0 \\ 0 \\ 0 \end{array}\right]$$

2) Let [math]u = \left[\begin{array}{c}c \\ 0 \\ d \end{array}\right] [/math] and [math]v = \left[\begin{array}{c}e \\ 0 \\ f \end{array}\right] [/math]. Is u + v in the form [math]\left[\begin{array}{c}a \\ 0 \\ b \end{array}\right] [/math]?

3) I'll let you figure this out from here. Let us know if you still have troubles.

-Dan
 
I still don't get it. I think I may be over thinking it or I just haven't found the right way to think about it yet.
 
AngrySnorlax said:
I still don't get it. I think I may be over thinking it or I just haven't found the right way to think about it yet.
What are you not getting? Without knowing we are simply guessing as to how to help.

Do you understand that the zero vector is [math]\left [ \begin{matrix} 0 \\ 0 \\ 0 \end{matrix} \right ] [/math]? Do you understand that this is expressible as [math]\left [ \begin{matrix} a \\ 0 \\ b \end{matrix} \right ] [/math] for a = b = 0, and is thus a member of the proposed subspace?

-Dan
 
AngrySnorlax said:
Hey there guys, its AngrySnorlax here again with another problem. I posted here before when I was having an issue and the responses I got were extremely helpful because there was a specific step that I just could not grasp that was explained to me and I am hoping that is the same situation here with these problems.

I am trying to determine how to tell if a set is a subspace. The problem reads like this:
Determine if the described set is a subspace. If so, give a proof. If not, explain why not. Unless stated otherwise, a, b, and c are real numbers.

The subset of {R}^{3} consisting of vectors of the form
$$\left[\begin{array}{c}a \\ 0 \\ b \end{array}\right]$$

The answer at the back of the book reads this:
This is a subspace, equal to span
$$\left[\begin{array}{c}1 \\ 0 \\ 0 \end{array}\right]$$$$\left[\begin{array}{c}0 \\ 0 \\ 1 \end{array}\right]$$

Now I am aware that there are three steps, but I am not entirely sure on how to use these steps.

1) S must contain a 0 vector.
2) If u and v are in S, then u+v is also in S.
3) If r is a real number and u is in S, the ru is also in S.

I am totally lost in applying these steps! I have an idea on how to apply the first one, but even still I don't feel confident in how I am applying it. So once again, I would be eternally grateful for any help :)

The condition (1) may be replaced by $S \neq \emptyset$, because then, given:

$u \in S$, condition (3) implies $-u = (-1)u \in S$, and condition (2) implies that since $u,-u \in S$, so is $u + -u = 0$.

This is worth remembering, and it is clear your set is non-empty, so we really needn't worry overmuch about the 0-vector. Of course, it is fairly clear taking $a = b = 0$, that:

$\begin{bmatrix}0\\0\\0\end{bmatrix}$ is of the form $\begin{bmatrix}a\\0\\b\end{bmatrix}$.

The two closure conditions (2) and (3) are far more important. Here is how you would verify (2):

Let $u = \begin{bmatrix}a\\0\\b\end{bmatrix}$ and $v = \begin{bmatrix}a'\\0\\b'\end{bmatrix}$.

Then $u + v = \begin{bmatrix}a\\0\\b\end{bmatrix} + \begin{bmatrix}a'\\0\\b'\end{bmatrix} = \begin{bmatrix}a+a'\\0\\b+b'\end{bmatrix}$

and clearly $a+a',b+b'$ are real numbers if $a,a',b,b'$ are.

Intuitively, what we mean by $S$, here, is "all 3-vectors with 2nd coordinate zero". Said this way, it is obvious the 0-vector has second coordinate zero (ALL its coordinates are zero, including the second one), and that adding two vectors with second coordinate zero, still leaves the second coordinate zero (because we add "coordinate-to-coordinate"), and that multiplying such a vector by any scalar STILL leaves the second coordinate zero (if our scalar is $r$, the second coordinate will be $r\cdot 0 = 0$).
 

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