Determine whether Linear Subspace

In summary: Edit. Your previous comment #10 is a mostly correct solution. It shows that the first set is not a subspace. But to show that the second set is a subspace you need to check that it satisfies both of the conditions for a subspace (vector addition as well as scalar multiplication). But you might also like to see the method I have used in this example above.
  • #1
Kaspelek
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Hi guys, back again...Any help on this question would be appreciated.

Thanks in advance :)View attachment 803
 

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  • #2
Re: Subspace

Kaspelek said:
Hi guys, back again...Any help on this question would be appreciated.

Thanks in advance :)View attachment 803
The test for a subspace is that if it contains $x$ and $y$ then it also contains $x+y$ and $cx$ (where $c$ is any constant). Apply that test to each of those two subsets.
 
  • #3
Re: Subspace

Opalg said:
The test for a subspace is that if it contains $x$ and $y$ then it also contains $x+y$ and $cx$ (where $c$ is any constant). Apply that test to each of those two subsets.

Hey, these are the laws closed under vector addition and multiplication?

However perhaps you can provide an example in this situation, not really sure how to go about it :)
 
  • #4
Re: Subspace

First find all polynomials whose second derivative is 0 , do you know how to do that ?
 
  • #5
Re: Subspace

ZaidAlyafey said:
First find all polynomials whose second derivative is 0 , do you know how to do that ?

Doesn't it have to be a second degree polynomial?

I know that for the one where derivative = 1 1/2(x^2) '' = 1
 
  • #6
Re: Subspace

Kaspelek said:
Doesn't it have to be a second degree polynomial?

I know that for the one where derivative = 1 1/2(x^2) '' = 1

Start by the general form \(\displaystyle P(x)=ax^2+bx+c\) then try to find the constants , what do you get ?
 
  • #7
Re: Subspace

ZaidAlyafey said:
Start by the general form \(\displaystyle P(x)=ax^2+bx+c\) then try to find the constants , what do you get ?

So if you double differentiate, 2a=0 for the second derivative to yield 0?

- - - Updated - - -

Kaspelek said:
So if you double differentiate, 2a=0 for the second derivative to yield 0?
There is no second degree polynomial that yields a second derivative =0?
 
  • #8
Re: Subspace

you can use integration

\(\displaystyle p''(x)=1\)

\(\displaystyle p'(x)= x +b\)

\(\displaystyle p(x)= \frac{x^2}{2} +bx+c\)



\(\displaystyle p''(x)=0\)

\(\displaystyle p'(x)= a\)

\(\displaystyle p(x)= ax+c\)

Now test each one to see whether it forms a subspace .
 
  • #9
Re: Subspace

ZaidAlyafey said:
you can use integration

\(\displaystyle p''(x)=1\)

\(\displaystyle p'(x)= x +b\)

\(\displaystyle p(x)= \frac{x^2}{2} +bx+c\)



\(\displaystyle p''(x)=0\)

\(\displaystyle p'(x)= a\)

\(\displaystyle p(x)= ax+c\)

Now test each one to see whether it forms a subspace .
I'm not trying to leech here, I'm just legitimately confused.

So I'm thinking of testing if its closed under multiplication first.Am i correct in saying (assume a=alpha)

a* \(\displaystyle p(x)= \frac{x^2}{2} +bx+c\) does not equal a*p''(x) ?

How do i correctly show this proof?
 
  • #10
Re: Subspace

Kaspelek said:
I'm not trying to leech here, I'm just legitimately confused.

So I'm thinking of testing if its closed under multiplication first.Am i correct in saying (assume a=alpha)

a* \(\displaystyle p(x)= \frac{x^2}{2} +bx+c\) does not equal a*p''(x) ?

How do i correctly show this proof?
Does this correctly answer the question?Test if subsets are closed under multiplication.a*(\(\displaystyle \frac{x^2}{2} +bx+c\))d^2/dx^2(a*(\(\displaystyle \frac{x^2}{2} +bx+c\)) = aTherefore since a*p(x) does not equal p''(x) not closed. Hence not a subspace.
a*(\(\displaystyle ax+c\))

d^2/dx^2(a*(\(\displaystyle ax+c\))) = 0

Therefore since a*P(x)=P''(x) this subset is a subspace.Thoughts?
 
  • #11
I think I may have misled you in my first comment by using bad notation. The situation is that if you have $P(x)$ and $Q(x)$, and $c$ is a constant, then you need to test whether $P(x)+Q(x)$ and $cP(x)$ satisfy the appropriate condition.

To avoid doing the exact same problem for you, suppose for example that you were given the set $U$ of all polynomials whose third derivative is 3: $U = \{P(x)\in\mathcal{P}_3|P'''(x)=3\}$. If $P(x)$ and $Q(x)$ satisfy that condition then $P'''(x) = Q'''(x)=3$, so $P'''(x)+Q'''(x) = 3+3=6$. So the third derivative of $P(x)+Q(x)$ is $6$. But $6\ne3$, so $P(x)+Q(x)$ does not satisfy the condition for being in $U$. Therefore $U$ is not a subspace. Incidentally, the third derivative of $cP(x)$ is $3c$, and since $3c\ne3$ (unless the constant $c$ happens to be equal to $1$), $U$ does not satisfy either of the conditions for being a subspace.

Edit. Your previous comment #10 is a mostly correct solution. It shows that the first set is not a subspace. But to show that the second set is a subspace you need to check that it satisfies both of the conditions for a subspace (vector addition as well as scalar multiplication). But you might also like to see the method I have used in this example above.
 
Last edited:
  • #12
You can use the method Oplag illustrated or you can do the following

we have proved that all the polynomials of degree 2 that satisfy the conditions must be of the form

\(\displaystyle P(x) = \frac{x^2}{2}+bx+c\) were \(\displaystyle b\) and \(\displaystyle c\) are arbitrary numbers .

So the set contains only second degree polynomials with a leading coefficient \(\displaystyle =\frac{1}{2}\) .

Now , if we choose two polynomials in the set ,say, \(\displaystyle R(x) = \frac{x^2}{2}+x+1\) and \(\displaystyle Q(x) = \frac{x^2}{2}+x+2\)

We know by definition that a subspace must be closed under addition . Now, if we add the two polynomials , do we get a polynomial that is still in the set ?
 
  • #13
ZaidAlyafey said:
You can use the method Oplag illustrated or you can do the following

we have proved that all the polynomials of degree 2 that satisfy the conditions must be of the form

\(\displaystyle P(x) = \frac{x^2}{2}+bx+c\) were \(\displaystyle b\) and \(\displaystyle c\) are arbitrary numbers .

So the set contains only second degree polynomials with a leading coefficient \(\displaystyle =\frac{1}{2}\) .

Now , if we choose two polynomials in the set ,say, \(\displaystyle R(x) = \frac{x^2}{2}+x+1\) and \(\displaystyle Q(x) = \frac{x^2}{2}+x+2\)

We know by definition that a subspace must be closed under addition . Now, if we add the two polynomials , do we get a polynomial that is still in the set ?
Both methods make sense to me, cheers for the help guys!
 

FAQ: Determine whether Linear Subspace

What is a linear subspace?

A linear subspace is a subset of a vector space that is closed under addition and scalar multiplication. This means that any linear combination of vectors in the subspace will also be in the subspace.

How do you determine if a set is a linear subspace?

To determine if a set is a linear subspace, you must check if it satisfies the two properties of closure under addition and scalar multiplication. This means that the set must contain the zero vector, and for any two vectors in the set, their sum and any scalar multiple of them must also be in the set.

Can a subset of a linear subspace also be a linear subspace?

Yes, a subset of a linear subspace can also be a linear subspace as long as it satisfies the two properties of closure under addition and scalar multiplication.

What is the difference between a subspace and a linear subspace?

A subspace is a general term for a subset of a vector space, while a linear subspace specifically refers to a subset that is closed under addition and scalar multiplication.

How are linear subspaces used in real-world applications?

Linear subspaces are used in many areas of science and engineering, such as in computer graphics, data analysis, and machine learning. They provide a way to represent and manipulate data in a more efficient and organized manner.

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