What is a Basis for a Polynomial Subspace with Specific Roots?

In summary, the subspace defined by {{f \in P_4(\mathbb{R}):f(0)=f(1)=0}} is spanned by the set of polynomials {(x^2-x), (x^3-x), (x^4-x)}. These polynomials were obtained by plugging in the restrictions on the coefficients a + b + c + d = 0, and are shown to be linearly independent. Therefore, they form a basis for the subspace.
  • #1
freshlikeuhh
13
0

Homework Statement



Let [tex]P_4(\mathbb{R})[/tex] be the vector space of real polynomials of degree less than or equal to 4.

Show that {[tex]{f \in P_4(\mathbb{R}):f(0)=f(1)=0}[/tex]}

defines a subspace of V, and find a basis for this subspace.

The Attempt at a Solution



Since [tex]P_4(\mathbb{R})[/tex] is spanned by (1,z,...,z4), I think that this subspace will be spanned by a list/set of 4 elements - since f(0)=0 means there is no constant term. And obviously, by the definition of basis, these elements will have to be linearly independent.

I really don't know how I would represent a basis for this subspace; I am inclined to consider x(x-1) as an element of degree 2. But it just seems wrong to me to fix that as an element in the basis: (z, z2-z, z3, z4).

But are not the roots of polynomials determined by their coefficients? Seems to me that I need to find some real coefficients so that f(0)=f(1)=0 is guaranteed.

So not only am I uncertain about how to express a basis of this subspace, but I am not even sure of this approach.

This subspace is defined by polynomials whose roots are 0, 1, and beyond that, any real number. As a subspace is closed under scalar multiplication, multiplying the elements of the basis (which I have yet to obtain) must produce elements with roots that include 0 and 1. But given how the roots are determined by the coefficients, I really don't know how to fix this relationship.

I would greatly appreciate any help and direction, since I'm probably confusing a lot of things at once.

Thanks in advance.
 
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  • #2
If f(x) = ax + bx^2 + cx^3 +dx^4 (after applying f(0) = 0) then, for f(1) = 0 you have a + b + c + d = 0. What does this tell you?
 
  • #3
radou said:
If f(x) = ax + bx^2 + cx^3 +dx^4 (after applying f(0) = 0) then, for f(1) = 0 you have a + b + c + d = 0. What does this tell you?

Thanks for the quick reply, btw. I think I catch your meaning. That means the coefficients must sum to 0, for every element in the subspace(?).

Given your helpful reply, I don't feel inclined anymore to fix x(x-1) as an element. That is, the fact that 0 is a root follows from there being no constant term and likewise for f(1)=0 "restricting" the coefficients. If I'm right, would it be correct to express the basis as:

(z, z2, z3, z4), with the restriction that the coefficients a1 + a2 + a3 + a4 = 0

I don't know if I am correctly expressing the "restriction" on the coefficients. Or even if this is what you meant, since wouldn't closure under scalar multiplication forbid such restrictions on the coefficients? I'll have to consult the definition of that, again; but I'm just thinking out loud so that I don't forget.
 
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  • #4
a + b + c + d = 0 means that a = -b -c -d. Hence, after plugging in, b(x^2 - x) + c (x^3 - x) + d(x^4 - x) = f(x). What is {(x^2 - x), (x^2 - x), (x^4 - x)}?
 
  • #5
radou said:
a + b + c + d = 0 means that a = -b -c -d. Hence, after plugging in, b(x^2 - x) + c (x^3 - x) + d(x^4 - x) = f(x). What is {(x^2 - x), (x^2 - x), (x^4 - x)}?

Ohh. I think I follow; by plugging in for a, the elements we obtained form a basis? That is, in each case of {(x2-x), (x3-x), (x4-x)}, 0 and 1 are roots: e.g., x2-x = x(x-1).
 
  • #6
More precisely, for any real number b, c, d the polynomial is an element of your subspace. So, ({(x^2-x), (x^3-x), (x^4-x)}) spans the subspace, and if it's linearly independent (which it is, you should check), it's a basis for your subspace.
 

FAQ: What is a Basis for a Polynomial Subspace with Specific Roots?

What is the definition of basis for polynomial subspace?

The basis for polynomial subspace is a set of polynomials that can be used to represent all other polynomials in that subspace. These polynomials are linearly independent, meaning that no polynomial in the set can be expressed as a linear combination of the others.

How is the basis for polynomial subspace determined?

The basis for polynomial subspace is determined by finding a set of polynomials that span the subspace, meaning that any polynomial in the subspace can be written as a linear combination of these polynomials. This set is then checked for linear independence, and if it is linearly independent, it forms the basis for the subspace.

What is the significance of a basis for polynomial subspace?

The basis for polynomial subspace is significant because it allows us to represent any polynomial in that subspace using a smaller set of polynomials. This can make calculations and analysis of polynomials more efficient and easier to understand.

Can there be more than one basis for a polynomial subspace?

Yes, there can be more than one basis for a polynomial subspace. This is because there can be multiple sets of polynomials that span the same subspace. However, all bases for the same subspace will have the same number of polynomials, known as the dimension of the subspace.

How is the basis for polynomial subspace used in applications?

The basis for polynomial subspace is used in various applications, such as data analysis and signal processing. In these applications, polynomials are used to model and represent data, and having a basis for the polynomial subspace allows for efficient and accurate analysis and manipulation of the data.

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