Solving Basis Functions Homework w/ Constants A_n & B_n

In summary, in order to show that there are constants A_n and B_n such that the series sum from n=0 to infinity of A_n*phi_n is equal to the series sum from n=0 to infinity of B_n*phi_n, it is necessary to define A_n and B_n in a way that makes both series converge absolutely. By reordering the terms of the A_n series, it can be made equal to the B_n series as the limit approaches infinity.
  • #1
Fizz_Geek
20
0

Homework Statement



Given x in the interval [0, [tex]\pi[/tex]], let [tex]\phi[/tex][tex]_{0}[/tex](x) = 1, and [tex]\Phi[/tex][tex]_{n}[/tex] (x) = sin ((2n-1)x).

Show that there are constants:
{A[tex]_{n}[/tex]}[tex]^{n=0}_{\infty}[/tex] and {B[tex]_{n}[/tex]}[tex]^{n=0}_{\infty}[/tex]

such that:

[tex]\sum[/tex][tex]^{n=0}_{\infty}[/tex]A[tex]_{n}[/tex][tex]\phi[/tex][tex]_{n}[/tex]=[tex]\sum[/tex][tex]^{n=0}_{\infty}[/tex]B[tex]_{n}[/tex][tex]\phi[/tex][tex]_{n}[/tex]

But A[tex]_{n}[/tex] [tex]\neq[/tex] B[tex]_{n}[/tex] [tex]\forall[/tex]n


All the n's should be subscripts. None are powers.

Relevant equations


I really don't know where to start. Any push in the right direction would be greatly appreciated.
 
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  • #2
note [tex]\Phi[/tex]n won't give you cyclic results unless your x is a rational multiple of pi, making this a bit tricky.

Luckily -1<=[tex]\Phi[/tex]n <=1.

So I would define try something like this.

Define An = an , where an *[tex]\Phi[/tex]n = (-1)^n/n^2
This would mean the An series converges.

Then i would define Bn so it reorders the terms of your An series. So it would converge and be equal.
 
  • #3
Thanks for the reply!

I thought to do something like that, and I can understand that both series would converge, but how would they be equal?
 
  • #4
They would only be equal as you took the limit to infinity, which is all your proof requires. Since the An series is absolutely convergent all of it's rearrangements will be equal. Note, you need to make An absolutely convergent, or this won't be true.
 

Related to Solving Basis Functions Homework w/ Constants A_n & B_n

1. What are basis functions?

Basis functions are mathematical functions used in the representation of a more complex function. They form the building blocks for representing a function as a linear combination of simpler functions. In other words, they help break down a complex function into smaller, more manageable parts.

2. What are A_n and B_n constants?

A_n and B_n are coefficients that are used to multiply the basis functions in order to construct a more complex function. They are often referred to as "weights" or "scaling factors" and their values can change depending on the specific problem being solved.

3. How are A_n and B_n determined?

A_n and B_n can be determined through a process called "fitting", in which the coefficients are chosen in a way that best approximates the desired function. This can involve using techniques such as least squares or least absolute deviation to find the optimal values.

4. What are some common basis functions?

Some common basis functions include polynomials, trigonometric functions, and exponential functions. However, the choice of basis functions will depend on the specific problem being solved and the type of function being approximated.

5. How can solving basis functions with constants A_n and B_n be useful?

Solving basis functions with constants A_n and B_n can be useful in a variety of fields such as signal processing, image processing, and data analysis. They can help simplify complex functions and make them more manageable, as well as provide a way to approximate and analyze data. They are also commonly used in the solution of differential equations.

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