Integral transforms - convergence

In summary, the conversation was about the conditions under which the sequence (f_n)_{n\geq0} with f_n(x) = \int_{\mathbb{R}}{dy\, f_{n-1}(y)K(y,x)} converges. It was mentioned that conditions would have to be imposed on f_0 in order for the sequence to converge, and that looking at L^1 spaces in general could be helpful.
  • #1
Pere Callahan
586
1
Hi,

I have a question which is most probably standard, but I don't have access to a textbook right now...

Given a function [itex]K(y,x):\mathbb{R}^2\to\mathbb{R}[/itex] and a funtion [itex]f_0:\mathbb{R}\to\mathbb{R}[/itex], under what circumstances does the sequence [itex](f_n)_{n\geq0}[/itex] with
[tex]
f_n(x) = \int_{\mathbb{R}}{dy\, f_{n-1}(y)K(y,x)}
[/tex]
converge?

I have a feeling [itex]|K(x,y)|<1[/itex] could be sufficient (maybe if one assumes that f_0 tends to zero fast enough...)

Thanks

Pere
 
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  • #2
You will have to impose conditions on ##f_0##, yes, since otherwise we could set ##K=\frac{1}{2}## and chose a function ##f_0## which hasn't a finite integral.

In general I would look at ##L^1## spaces.
 

FAQ: Integral transforms - convergence

What is an integral transform?

An integral transform is a mathematical operation that converts a function or equation from one domain to another. It is used to simplify complex mathematical problems and make them more manageable.

What is the purpose of an integral transform?

The purpose of an integral transform is to transform a function or equation into a more convenient form, making it easier to analyze and solve. It is also used to convert functions between different domains, such as converting a function in the time domain to the frequency domain.

What is the difference between a convergent and a divergent integral transform?

A convergent integral transform is one in which the transformed function or equation is well-behaved and has a finite value. In contrast, a divergent integral transform is one in which the transformed function or equation does not have a finite value and becomes unbounded as the transformation parameter approaches certain values.

How do you determine if an integral transform is convergent?

To determine if an integral transform is convergent, you can use various convergence tests, such as the Leibniz test, the Dirichlet test, or the Cauchy test. These tests evaluate the behavior of the transformed function or equation as the transformation parameter approaches different values.

Are there any real-world applications of integral transforms?

Yes, integral transforms have many practical applications in fields such as physics, engineering, and signal processing. For example, the Fourier transform, which is a type of integral transform, is widely used in digital signal processing to analyze and filter signals in the frequency domain.

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