Can We Expand a Non-L^2 Function into an Orthonormal Basis?

In summary, the conversation discusses the use of an orthonormal basis to expand a function f(x) that is not in L^{2} space. The coefficients c_n are obtained through the integral of f(x) with the basis functions, and the resulting series f(x) is not necessarily equal to the original function. However, it can be considered an asymptotic representation using a finite number of coefficients. The basis of the orthonormal functions is not specified.
  • #1
eljose
492
0
Let,s suppose we have a function f(x) which is not on [tex] L^{2} [/tex] space but that we choose a basis of orthononormal functions so the coefficients:

[tex] c_{n}=\int_{0}^{\infty}dxf(x)\phi_{n}(x) [/tex] are finite.

would be valid to expand the series into this basis in the form:

[tex] f(x)=\sum_{n=0}^{\infty}\phi_{n}(x) [/tex] of course the sum:

[tex] \sum_{n=0}^{\infty}|c_{n}|^{2} [/tex] would diverge
 
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  • #2
I presume you meant to include the coefficients (cn) in the infinite series for f(x). Depending on the properties of f(x), the series may or may not converge for any specific x.
 
  • #3
1. Pick a basis of what?

2. No that function is not equal to that sum for any reason at all, now wouldit be if you even put the c_n in as you meant to

3. It is not even true that an L^2 function is equal to its Fourier series
 
  • #4
-I said a basis of orthonormal function (they are on L^{2} but f(x) isn,t)

-If the integral [tex] c_{n}=\int_{0}^{\infty}dxf(x)\phi_{n}(x) [/tex] is finite then every c coefficient exist.

-then when it would the equality hold?...[tex] f(x)\sim\sum_{n=0}^{\infty}c_{n}\phi_{n}(x) [/tex]

perhapsh we could consider it to be an "asymptotic" representation of the function by means of eigenfunctions in the sense that you take only a few finite coefficients to approximate the function.
 
  • #5
1. You didn't, and still haven't said what they are a basis of. L^2 of what?

2. Why say equal and then write ~? Define your equivalence relation.
 

Related to Can We Expand a Non-L^2 Function into an Orthonormal Basis?

1. What is a series expansion?

A series expansion is a mathematical technique used to approximate a complex function by breaking it down into simpler terms. It is often used when the exact solution to a problem is difficult or impossible to find.

2. How is a series expansion calculated?

A series expansion is calculated by finding the Taylor series of a function, which is a series of terms that represent the function's value at a specific point. The Taylor series can then be used to approximate the function at other points.

3. What are the applications of series expansion?

Series expansion has many applications in mathematics, physics, and engineering. It is used to approximate the behavior of complex systems, solve differential equations, and analyze the convergence of numerical methods.

4. What are the limitations of series expansion?

Series expansion can only provide an approximation of a function and is not always accurate. It also requires a large number of terms to achieve a high level of accuracy, which can make it computationally expensive.

5. How is series expansion related to power series?

A power series is a type of series expansion that uses polynomials to approximate a function. It is a special case of a Taylor series and is often used to represent functions such as trigonometric, exponential, and logarithmic functions.

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