Polynomial Span and Subspace - Linear Algebra

In summary: I am not sure if the spans are vectors or not, but it would be interesting to learn more about that. If you would like to learn more about it, you can look into concepts like isomorphic vectors or linear transformations. Thanks for your question.
  • #1
1LastTry
64
0

Homework Statement


Consider the vector space F(R) = {f | f : R → R}, with the standard operations.
Recall that the zero of F(R) is the function that has the value 0 for all
x ∈ R:
Let U = {f ∈ F(R) | f(1) = f(−1)} be the subspace of functions which have
the same value at x = −1 and x = 1.
Define functions g; h; j and k ∈ F[R] by
g(x) = 2x3 − x − 2x2 + 1; h(x) = x3 + x2 − x + 1;
k(x) = −x3 + 5x2 + x + 1 and j(x) = x3 − x; ∀x ∈ R:
a) Show that g and h belong to U.
b) Show that k ∈ span{g; h}.
c) Show that j =∈ span{g; h}.
d) Show that span{g; h} ̸= span{g; h; j}.

Homework Equations



I don't really know any equation relevant, I do not really understand the concept behind Polynomial spans.

I am unsure about this:

is the span of a polynomial...lets say x^2+5x-3 and x^2+3x+10 is the span just span{x^2,x,-4, and x^2,x,10}? I think you can see where I tried to attempt at this question (B), since both are x^3, x^2, x type of thing I said it was in the same span and etc.

My method (probably wrong) worked for (C), however I got stuck on (D), where
I am not sure what the span means.

The Attempt at a Solution

 
Last edited:
Physics news on Phys.org
  • #2
1LastTry said:

Homework Statement


Consider the vector space F(R) = {f | f : R → R}, with the standard operations.
Recall that the zero of F(R) is the function that has the value 0 for all
x ∈ R:
Let U = {f ∈ F(R) | f(1) = f(−1)} be the subspace of functions which have
the same value at x = −1 and x = 1.
Define functions g; h; j and k ∈ F[R] by
g(x) = 2x3 − x − 2x2 + 1; h(x) = x3 + x2 − x + 1;
k(x) = −x3 + 5x2 + x + 1 and j(x) = x3 − x; ∀x ∈ R:
a) Show that g and h belong to U.
b) Show that k ∈ span{g; h}.
c) Show that j =∈ span{g; h}.
d) Show that span{g; h} ̸= span{g; h; j}.


Homework Equations



I don't really know any equation relevant, I do not really understand the concept behind Polynomial spans.

I am unsure about this:

is the span of a polynomial...lets say x^2+5x-3 and x^2+3x+10 is the span just span{x^2,x}?


I think you can see where I tried to attempt at this question (B), since both are x^3, x^2, x type of thing I said it was in the same span and etc.

My method (probably wrong) worked for (C), however I got stuck on (D), where
I am not sure what the span means.

The Attempt at a Solution


One thing that might help you when considering these questions about polynomials, is that you can think of a polynomial as being a vector. For example, x^2 + x + 1 can be viewed as the vector [1,1,1] and the polynomial 3x^2 + 5 can be viewed as the vector [3,0,5]. In fact, the set of polynomials of degree less than or equal to n is pretty much the same as the R^(n-1). (In math, we have a fancy term for this:isomorphic.)
 
  • #3
Robert1986 said:
One thing that might help you when considering these questions about polynomials, is that you can think of a polynomial as being a vector. For example, x^2 + x + 1 can be viewed as the vector [1,1,1] and the polynomial 3x^2 + 5 can be viewed as the vector [3,0,5]. In fact, the set of polynomials of degree less than or equal to n is pretty much the same as the R^(n-1). (In math, we have a fancy term for this:isomorphic.)

so uhhh... do you think the spans like a vector too? For example x^2+x+1 which you said it is like [1,1,1] so is the span [1,0,0] + [0,1,0] + [0,0,1]? I am wondering can you show some steps you would do for a) or b). You don't have to do the problem for me, give me some hints on how to tackle this question...


Thanks
 

FAQ: Polynomial Span and Subspace - Linear Algebra

What is a polynomial span in linear algebra?

A polynomial span is a set of polynomials that can be created by combining a given set of polynomials using addition and scalar multiplication.

How is polynomial span related to subspaces?

A polynomial span is a type of subspace in linear algebra, specifically a vector space of polynomials. This means that it follows the same rules and properties as other subspaces, such as closure under addition and scalar multiplication.

How do you determine if a polynomial is in a given polynomial span?

To determine if a polynomial is in a given polynomial span, you can use the method of linear combinations. This involves expressing the polynomial as a combination of the basis polynomials of the span, and checking if the coefficients satisfy the equation. If they do, the polynomial is in the span.

Can a polynomial span be infinite?

Yes, a polynomial span can be infinite. This can occur when the set of basis polynomials used to create the span is infinite, or when the coefficients in the linear combination are allowed to take on any real values.

How is polynomial span used in applications?

Polynomial span is used in many applications, particularly in fields that use polynomial functions, such as physics, engineering, and computer science. It is also used in data analysis and machine learning, where polynomial regression models are often used to fit data points.

Back
Top