What is an inner product and how can it be verified for polynomials?

In summary: For example, the vector space of polynomials over the real numbers is an inner product space, and is isomorphic to the real linear space R^3.
  • #1
bernoli123
11
0
[-1]int[1]P(x)Q(x)dx P,Q[tex]\in[/tex]S
verify that this is an inner product.
 
Physics news on Phys.org
  • #2
What are the properties that define an inner product? You must show that your form satisfies all those properties.
 
  • #3
Also, you need to give more information.
1) What is S?
2) This defines an inner product on which set?
 
  • #4
what are the properties that can define the inner product? I know this only that
inner product is a generalization of the dot product. tell me more about this
 
  • #5
If you really don't know what an inner product is, why are you asking this question?

An inner product, defined on a vector space, V, is a function that associates every pair of vectors, (u, v), a real number <u, v> satisfying
1) Linearity: <au+ bv, w>= a<u, w>+ b<v, w>
(If the vector space is over the complex numbers, a and b on the right should be their complex conjugates.)
2) <u, u>= 0 if and only if u= 0.
3) <u, u> is greater than 0 if u is not 0.

Here, you are defining <P, Q> to be int, from -1 to 1, P(x)Q(x)dx where P and Q are polynomials.

If int from -1 to 1 of P(x)^2 dx= 0, what can you say about P? What if P(x)= x^3?
 
  • #6
HallsofIvy said:
If you really don't know what an inner product is, why are you asking this question?

An inner product, defined on a vector space, V, is a function that associates every pair of vectors, (u, v), a real number <u, v> satisfying
1) Linearity: <au+ bv, w>= a<u, w>+ b<v, w>
(If the vector space is over the complex numbers, a and b on the right should be their complex conjugates.)
2) <u, u>= 0 if and only if u= 0.
3) <u, u> is greater than 0 if u is not 0.

Here, you are defining <P, Q> to be int, from -1 to 1, P(x)Q(x)dx where P and Q are polynomials.

If int from -1 to 1 of P(x)^2 dx= 0, what can you say about P? What if P(x)= x^3?

This question was from a new poster.
The wikipedia article on http://en.wikipedia.org/wiki/Inner_product_space" is fairly good. To get familiar with them, try taking some of the examples they give there, and proving that they are indeed inner product spaces. You should also try to prove that every finite-dimensional inner product space over the field [itex]\mathbb{F}[/itex] is isomorphic to [itex]\mathbb{F}^n[/itex].
 
Last edited by a moderator:

FAQ: What is an inner product and how can it be verified for polynomials?

What is the inner product of polynomials?

The inner product of polynomials is a mathematical operation that takes two polynomials as inputs and produces a scalar value as output. It is used to measure the similarity or difference between two polynomials.

How is the inner product of polynomials calculated?

The inner product of polynomials is calculated by multiplying the coefficients of the polynomials and adding the resulting terms. This can also be represented as the dot product of the vectors formed by the coefficients of the polynomials.

What are the properties of the inner product of polynomials?

The inner product of polynomials shares many properties with the traditional inner product in linear algebra. These include linearity, commutativity, and positive definiteness. It also satisfies the Cauchy-Schwarz inequality.

What is the significance of the inner product of polynomials?

The inner product of polynomials has many applications in fields such as signal processing, data compression, and numerical analysis. It allows for the comparison and analysis of polynomial functions, which are commonly used to model various phenomena in science and engineering.

Are there any limitations to the inner product of polynomials?

One limitation of the inner product of polynomials is that it does not take into account the shape or form of the polynomials. It only considers the coefficients and their magnitudes, which may not fully capture the complexity of the functions. Additionally, the inner product may not be well-defined for certain types of polynomials, such as those with infinitely many terms.

Similar threads

Replies
6
Views
1K
Replies
8
Views
1K
Replies
1
Views
2K
Replies
2
Views
1K
Replies
3
Views
2K
Replies
9
Views
2K
Back
Top