Inner product as integral, orthonormal basis

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SUMMARY

The discussion focuses on defining an inner product on the polynomial space P2 using the integral = ∫ from 0 to 1 of f(x)g(x)dx. A specific orthonormal basis B = {f1(x) = 1, f2(x) = x - 1/2, f3(x) = (x-1/2)²} is proposed, derived from the Gram-Schmidt process applied to a basis of P2. The standard basis {1, x, x²} is acknowledged, but the emphasis is on the flexibility of choosing any linearly independent set of three functions as a valid basis for P2.

PREREQUISITES
  • Understanding of inner products in function spaces
  • Familiarity with polynomial spaces, specifically P2
  • Knowledge of the Gram-Schmidt orthogonalization process
  • Basic calculus, particularly integration techniques
NEXT STEPS
  • Study the properties of inner products in function spaces
  • Learn the Gram-Schmidt process in detail with examples
  • Explore the concept of orthonormal bases in various function spaces
  • Investigate alternative bases for polynomial spaces and their applications
USEFUL FOR

Students and educators in mathematics, particularly those studying linear algebra and functional analysis, as well as anyone interested in the application of orthonormal bases in polynomial spaces.

hocuspocus102
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Homework Statement



Define an inner product on P2 by <f,g> = integral from 0 to 1 of f(x)g(x)dx. find an orthonormal basis of P2 with respect to this inner product.

Homework Equations



So this is a practice problem and it gives me the answer I just don't understand where it came from. It says, "We first find a basis of P2 then use Gram-Schmidt to create an orthonormal basis. Fix a basis B = {f1(x) = 1, f2(x) = x - 1/2, f3(x) = (x-1/2)2}." then it goes on to use Gram-Schmidt which I understand. I just don't get where the basis came from, if anyone can explain. Thanks!
 
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hocuspocus102 said:

Homework Statement



Define an inner product on P2 by <f,g> = integral from 0 to 1 of f(x)g(x)dx. find an orthonormal basis of P2 with respect to this inner product.

Homework Equations



So this is a practice problem and it gives me the answer I just don't understand where it came from. It says, "We first find a basis of P2 then use Gram-Schmidt to create an orthonormal basis. Fix a basis B = {f1(x) = 1, f2(x) = x - 1/2, f3(x) = (x-1/2)2}." then it goes on to use Gram-Schmidt which I understand. I just don't get where the basis came from, if anyone can explain. Thanks!
The standard basis for P2 would be {1, x, x2}, but there are many possible bases, and they just came up with a different one. As long as there are three functions that are linearly independent, the set is a basis, so where it came from shouldn't be a concern. Just take it as a given, and proceed with Gram-Schmidt to find an orthogonal basis, and then normalize each function.
 

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