Convolution algebra - help understanding a worked example

Click For Summary
SUMMARY

The discussion focuses on convolution algebra, specifically the space l_1(ℤ,ℂ), which consists of functions f:ℤ→ℂ satisfying the condition ||f||:=∑|f(n)|<∞. The Gelfand transform, denoted as 𝓗f(ψ_z)=ψ_z(f)=∑f(n)z^n, is highlighted as a linear operator that is injective. The conversation also addresses the relationship between the Gelfand transform and Fourier series, clarifying that the Gelfand transform on L^1 of a locally compact abelian group corresponds to the Fourier transform. A workaround for LaTeX display issues in the forum is also provided.

PREREQUISITES
  • Understanding of convolution algebra and its properties
  • Familiarity with the Gelfand transform and its applications
  • Knowledge of Fourier series and their relationship to functional analysis
  • Basic skills in LaTeX for mathematical notation
NEXT STEPS
  • Study the properties of l_1(ℤ,ℂ) and its role in functional analysis
  • Learn about the Gelfand transform and its applications in signal processing
  • Explore the theory of Fourier series and their convergence properties
  • Investigate common LaTeX issues and solutions for mathematical typesetting
USEFUL FOR

Mathematicians, students of functional analysis, and anyone interested in the applications of convolution algebra and Fourier analysis in various fields.

Machu Picchu
Messages
1
Reaction score
0
The latex code here is doing all sorts of odd things... :( ... anyway,

The convolution algebra is [tex]l_1(\mathbb{Z},\mathbb{C})[/tex], the set of functions [tex]f:\mathbb{Z}\rightarrow\mathbb{C}[/tex] which satisfy

[tex]||f||:=\sum_{n=-\infty}^{\infty}|f(n)|<\infty[/tex]

with pointwise addition and scalar multiplication, and multiplication of functions defined by

[tex]f*g(n)=\sum_{m=-\infty}^{\infty}f(n-m)g(m)[/tex]

(this is a commutative Banach algebra).

For [tex]z\in\mathbb{T}[/tex], the unit circle in the complex plane, the functional [tex]\psi_z:l_1(\mathbb{Z},\mathbb{C})\rightarrow\mathbb{C}[/tex] is defined by

[tex]\psi_z(f)=\sum_{n=-\infty}^{infty}f(n)z^n[/tex]


.[tex]\psi_z[/tex] is a non-zero homomorphism (in fact the set of all of these is the set of all non-zero complex homomorphisms).


For a function f in the algebra, the gelfand transform is


[tex]\hat{f}(\psi_z)=\psi_z(f)=\sum_{n=-\infty}^{\infty}f(n)z^n[/tex]


The example I'm trying to understand shows how to find the inverse of a particular function f.

Part of the working says that "hat" is injective, so [at this stage the latex code is being absolutely ridiculous - priting something I had in a previous sentence that I subsequently deleted, and the actual thing I want is nowhere to be found :( ... I want to write that you can interchange the order of "inversing" and "hatting" f]. This I don't understand... it's probably quite simple, but something's not clicking for me unfortunately.

Thanks for any help.
 
Last edited:
Physics news on Phys.org
As the Gelfand transform is linear, what must be f, so that

[tex]\hat{f}(\psi_z)=0[/tex]

, for all [itex]\psi_z[/itex]?
 
Machu Picchu said:
The latex code here is doing all sorts of odd things... :( ... anyway,

The convolution algebra is [tex]l_1(\mathbb{Z},\mathbb{C})[/tex], the set of functions [tex]f:\mathbb{Z}\rightarrow\mathbb{C}[/tex] which satisfy

[tex]||f||:=\sum_{n=-\infty}^{\infty}|f(n)|<\infty[/tex]

with pointwise addition and scalar multiplication, and multiplication of functions defined by

[tex]f*g(n)=\sum_{m=-\infty}^{\infty}f(n-m)g(m)[/tex]

(this is a commutative Banach algebra).

For [tex]z\in\mathbb{T}[/tex], the unit circle in the complex plane, the functional [tex]\psi_z:l_1(\mathbb{Z},\mathbb{C})\rightarrow\mathbb{C}[/tex] is defined by

[tex]\psi_z(f)=\sum_{n=-\infty}^{infty}f(n)z^n[/tex]


.[tex]\psi_z[/tex] is a non-zero homomorphism (in fact the set of all of these is the set of all non-zero complex homomorphisms).


For a function f in the algebra, the gelfand transform is


[tex]\hat{f}(\psi_z)=\psi_z(f)=\sum_{n=-\infty}^{\infty}f(n)z^n[/tex]


The example I'm trying to understand shows how to find the inverse of a particular function f.

Part of the working says that "hat" is injective, so [at this stage the latex code is being absolutely ridiculous - priting something I had in a previous sentence that I subsequently deleted, and the actual thing I want is nowhere to be found :( ... I want to write that you can interchange the order of "inversing" and "hatting" f]. This I don't understand... it's probably quite simple, but something's not clicking for me unfortunately.

Thanks for any help.

First your LaTex problem. I had the same problem and was informed that there is a bug in the software. The workaround is to click the "refresh" button on your browser before you click on " Preview Post". That seems to make LaTex behave.

Now, for the mathematics. Your specific question is not absolutely clear to me, but perhaps it would help to point out that what you are dealing with is nothing more and nothing less than the ordinary theory of Fourier series. The Gelfand transform on [tex]L^1[/tex] of a locally compact abelian group is just the Fourier transform. The only thing here that may look at bit unfamiliar is that rather than starting with a function on the torus you are starting with one on the integers. But the dual group of the torus is the integers and vice versa. So, when you take the Gelfand transform of an [tex]l^1[/tex] series you get a function on the torus and the Fourier series of that function is essentially the series that you started with (modulo a reflection).
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 0 ·
Replies
0
Views
4K
  • · Replies 4 ·
Replies
4
Views
4K