Proving Subspace Properties for Sets of Polynomials in P3

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In summary: Indeed what you have to do is to provide a proof that the sets have the 0, are closed to addition and scalar multiplication.
  • #1
chukkitty
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Hello,

I want ask some subspace problems. Attachment is a question.
contains all polynomials with degree less than 3 and with real coefficients.

I want prove that item 1 and item 2 are subspace or not.

Am I insert real number to the item 1& 2 equation to test as follows:
(a) 0 ∈ S.
(b) S is closed under vector addition.
(c) S is closed under scalar multiplication.

Would you mind tell me how Determine whether the following sets are subspaces of P3. If it is a subspace, prove it. If it is not a subspace, give a counter-example.

Best Regard
Kitty
 

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  • #2
Indeed what you have to do is to provide a proof that the sets have the 0, are closed to addition and scalar multiplication.

The important thing, that works for all problems of this type is that, when you have a set $\{ x: C(x) \}$, where $C(x)$ is the condition for the x to belong to the set, to verify that:

1-C(0) is true. This implies that 0 is in the set;
2-If C(x) and C(y) is true (equivalently, if x and y are in the set), then C(x+y) is true. This implies that x+y is in the set;
3- If C(x) is true, then $C(ax)$ is true, where $a$ is a scalar. This implies that $ax$ is in the set.The condition C for the first set in your exercise is a condition on a polinomial p. $C(p)$ is $p=a+bx+cx^2 \wedge a,b,c\in \mathbb{Q}$.

Teach a man how to fish... ;)
 
  • #3
chukkitty said:
(a) 0 ∈ S.
(b) S is closed under vector addition.
(c) S is closed under scalar multiplication.

In general the first is not needed since it is already covered in the third condition . Since the set of rational numbers is closed under addition and multiplications , item 1 forms a subspace .

For item 2 , I think there is a mistake since you are not specifying what is c ?
 
  • #4
ZaidAlyafey said:
In general the first is not needed since it is already covered in the third condition . Since the set of rational numbers is closed under addition and multiplications , item 1 forms a subspace .

For item 2 , I think there is a mistake since you are not specifying what is c ?

I think item 1 is not a subspace because it is not closed by multiplication by real scalars.
 
  • #5
ModusPonens said:
I think item 1 is not a subspace because it is not closed by multiplication by real scalars.

Yup , I missed that . Thanks .
 
  • #6
ZaidAlyafey said:
In general the first is not needed since it is already covered in the third condition

Not always. Previously we need to prove that $S\neq \emptyset$ (so, the best is to prove $0\in S$).
 
  • #7
Dear All,

Thank you for your assistance.

I would try to prove two items to belong subspace or not. Because I don't know to write some Maths symbol on internet. So please refer to attachment of my work image.

(ITEM 1) The set contains the zero vector, as a=b=c=0 given p(x)=0+0x+0x².
Let p₁(x)=a₁+b₁x+c₁x² and p₂(x)=a₂+b₂x+c₂x².
Then p₁(x)+p₂(x)=(a₁+a₂)+(b₁+b₂)x+(c₁+c₂)x²
This polynomial has the correct form for a vector in U, so U is closed under vector addition.
Let p(x)=a+bx+cx² and α=ℝ and a,b,c∈ℚ.
Then αp(x)=(αa)+(αb)x+(αc)x²
This vector does not have the correct form for a vector in U if α can be irrational number, so U is not closed under scalar multiplication.
A counter-example: p(x)=(1/7)+(2/(11))x+(5/3)x²
Let α=√(13), then αp(x)=((√(13))/7)+((2√(13))/(11))x+((5√(13))/3)x². Show that the coefficients of x⁰,x¹,x² are not rational number. (ITEM 2) The set contains the zero vector, as b=0 and any c given p(x)=0x+0x².
Let p₁(x)=b₁x+cx² and p₂(x)=b₂x+cx²
p₁(x)+p₂(x)= (b₁+b₂)x+(2c)x², where any c
This polynomial has the correct form for a vector in P₂, so P₂ is closed under vector addition.

Let p(x)=bx+cx² and α=ℝ
Then αp(x)=(αb)x+(αc)x² , where any c
This polynomial has the correct form for a vector in P₂, so P₂ is closed under scalar multiplication.
So P₂ is a subspace of P₃.

Please give me advise.

Thank you very much!

Kitty
 

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FAQ: Proving Subspace Properties for Sets of Polynomials in P3

What is subspace?

Subspace refers to a mathematical concept in linear algebra that is defined as a subset of a vector space that satisfies the same properties as the vector space itself. In simpler terms, it is a smaller space within a larger space that still follows the same rules and operations.

What are some common problems related to subspace?

Some common problems related to subspace include determining if a given set of vectors form a subspace, finding a basis for a subspace, and determining the dimension of a subspace. Other problems include finding the orthogonal complement of a subspace and determining if a subspace is invariant under a given linear transformation.

How do you solve subspace problems?

To solve subspace problems, you need to have a solid understanding of linear algebra concepts such as vector spaces, subspaces, bases, and linear transformations. You also need to be familiar with various techniques and methods, such as Gaussian elimination, to solve systems of linear equations. It is also helpful to have good problem-solving skills and the ability to think critically.

What are some real-life applications of subspace?

Subspace has many real-life applications, especially in the fields of physics, engineering, and computer science. It is used in signal processing, image and video compression, machine learning, and data analysis. It is also used in quantum mechanics to describe the state of a quantum system and in control systems to model dynamic systems.

How can I improve my understanding of subspace?

To improve your understanding of subspace, you can practice solving various subspace problems and work on building your intuition for linear algebra concepts. You can also read textbooks, watch online tutorials, and attend lectures or workshops on linear algebra. Collaborating with others and discussing problems can also help improve your understanding of subspace.

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