Orthonormal Set spanning the subspace (polynomials)

In summary, the given functions y0(t) = 1, y1(t) = sqrt(3)(2t-1), and y2 = sqrt(5)(6t2-6t+1) form an orthonormal set spanning the same subspace as the polynomials x0, x1, and x2 in the linear space of all real polynomials with inner product (x, y) = integral (0 to 1)(x(t)y(t))dt. To prove this, one needs to show that the functions are orthogonal and have a norm of 1, which can be done by integrating the functions over the interval [0,1].
  • #1
Cassi
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Homework Statement


In the linear space of all real polynomials with inner product (x, y) = integral (0 to 1)(x(t)y(t))dt, let xn(t) = tn for n = 0, 1, 2,... Prove that the functions y0(t) = 1, y1(t) = sqrt(3)(2t-1), and y2 = sqrt(5)(6t2-6t+1) form an orthonormal set spanning the same subspace as {x0, x1, x2}.

Homework Equations

The Attempt at a Solution


I was attempting to use the Legendre Polynomials Rules to show that these polynomials form the basis but when I devise the Legendre Polynomials, they are different than those given.
 
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  • #2
Cassi said:

Homework Statement


In the linear space of all real polynomials with inner product (x, y) = integral (0 to 1)(x(t)y(t))dt, let xn(t) = tn for n = 0, 1, 2,... Prove that the functions y0(t) = 1, y1(t) = sqrt(3)(2t-1), and y2 = sqrt(5)(6t2-6t+1) form an orthonormal set spanning the same subspace as {x0, x1, x2}.

Homework Equations

The Attempt at a Solution


I was attempting to use the Legendre Polynomials Rules to show that these polynomials form the basis but when I devise the Legendre Polynomials, they are different than those given.

What's stopping you? Can you prove they are orthogonal? Orthonormal? Span the same space?
 
  • #3
What are the "Legendre Polynomials Rules"?
 
  • #4
So [itex]x_0= 1[/itex], [itex]x_1= t[/itex], and [itex]x_2= t^2[/itex]. What subspace do those span?

[itex]y_0(t) = 1[/itex], [itex]y_1(t) = \sqrt{3}(2t-1)[/itex], and [itex]y_2 = \sqrt{5}(6t^2-6t+1)[/itex]. Show that these span the same subspace as the above. To show that they are orthonormal (which would also show that they are independent) you need to do 6 integrals.

For example, [itex]\int_0^1 (y_0(t))^2 dt[/itex] must be equal to 1 while [itex]\int_0^1 y_0y_1 dt[/itex] must be equal to 0.
 

1. What is an orthonormal set?

An orthonormal set is a collection of vectors that are both orthogonal (perpendicular) and normalized (have a length of 1). This means that the dot product of any two vectors in the set is 0, and each vector has a magnitude of 1.

2. How does an orthonormal set span a subspace?

An orthonormal set can be used as a basis for a subspace, meaning that any vector in the subspace can be written as a linear combination of the vectors in the set. This is because the set is both orthogonal and normalized, making it a useful tool for representing vectors in a space.

3. How is an orthonormal set different from an orthogonal set?

An orthonormal set is a special case of an orthogonal set, as it also has the additional property of being normalized. This makes it more useful for applications such as vector projections and least squares approximations.

4. Can an orthonormal set contain an infinite number of vectors?

Yes, an orthonormal set can contain an infinite number of vectors. An example of this is the set of trigonometric functions, such as sin(x) and cos(x), which are both orthogonal and normalized on the interval [0, 2π].

5. How is an orthonormal set useful in polynomial spaces?

In polynomial spaces, an orthonormal set can be used to represent polynomials as a linear combination of orthogonal polynomials. This makes it easier to perform operations such as differentiation and integration, as well as finding the best polynomial approximation for a given function.

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