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

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SUMMARY

An inner product is a function defined on a vector space, V, that associates every pair of vectors (u, v) with a real number , satisfying three properties: linearity, positivity, and definiteness. The specific inner product discussed is defined for polynomials P and Q as the integral from -1 to 1 of P(x)Q(x)dx. To verify that this is an inner product, one must demonstrate that it meets the criteria of linearity, positivity, and definiteness. The discussion emphasizes the importance of understanding these properties to establish the validity of the inner product in the context of polynomial functions.

PREREQUISITES
  • Understanding of vector spaces and their properties
  • Familiarity with polynomial functions
  • Knowledge of integral calculus, specifically definite integrals
  • Basic concepts of linear algebra, particularly inner product spaces
NEXT STEPS
  • Study the properties of inner product spaces in detail
  • Learn how to compute integrals of polynomial products
  • Explore the concept of isomorphism in finite-dimensional inner product spaces
  • Review examples of inner product spaces from reputable sources, such as the Wikipedia article on inner product spaces
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Mathematicians, students of linear algebra, and anyone interested in the theoretical foundations of inner product spaces and polynomial analysis.

bernoli123
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[-1]int[1]P(x)Q(x)dx P,Q\inS
verify that this is an inner product.
 
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What are the properties that define an inner product? You must show that your form satisfies all those properties.
 
Also, you need to give more information.
1) What is S?
2) This defines an inner product on which set?
 
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
 
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?
 
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 \mathbb{F} is isomorphic to \mathbb{F}^n.
 
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