Is the Topology of the Schwartz Space Normable?

In summary, Arzelà-Ascoli shows that the topology associating to the family of seminorms is not normable.
  • #1
Calabi
140
2
Member warned about posting without the homework template
Hello : CONTEXT : let be E the space of rapidly decreasing functions on
##\mathbb{R}^{n}## in ##\mathbb{R}##.

I define
$$(||.||_{i})_{i \in \mathbb{R}^{n+1}}$$ with forall ##i = (k, m_{1},\ldots, m_{n}) = (k, m)## we define for ##f## in ##E## ##||f||_{i} = \sup_{x \in \mathbb{R}^{n}} \Big|(1 + ||x||^{k}) \frac{\partial^{m}f}{\partial x_{1}^{m_{1}}\ldots \partial x_{n}^{m_{n}}}(x)\Big|##.
They are seminorm. Let wright this family of semi norm as ##(||.||_{n})_{n ×\in \mathbb{N}}##.
My goal is to show that the topologie associate to the family of semi norm is not normable.

What I do for the moment : I've define a distance on E with ##\forall (x, y) \in E^{2} d(x, y) = \sum_{n \in \mathbb{N}}2^{-n}min(1, ||x - y||_{n})##. It define the same topology(not rally complicate.). I also prevously show that for all ##\epsilon < 1##, ##\{B(0, \frac{\epsilon}{n +1} / n \in \mathbb{N}\}## is a base of neighbourhood of 0. We advice me to use that.
Wich is denombrable. But I find nothing else on.Then I'll try to show an absurdity : by using Riesz theorem by showing E is finite dimension by showing the unity sphere is compacts. I try to use my distance.
I find nothing.

Could you help me pelase?

Thank you in advance and have a nice afternoon:oldbiggrin:.
 
Last edited by a moderator:
Physics news on Phys.org
  • #2
Calabi said:
Hello : CONTEXT : let be E the space of rapidly decreasing functions on
##\mathbb{R}^{n}## in ##\mathbb{R}##.

I define
$$(||.||_{i})_{i \in \mathbb{R}^{n+1}}$$ with forall ##i = (k, m_{1},\ldots, m_{n}) = (k, m)## we define for ##f## in ##E## ##||f||_{i} = \sup_{x \in \mathbb{R}^{n}} \Big|(1 + ||x||^{k}) \frac{\partial^{m}f}{\partial x_{1}^{m_{1}}\ldots \partial x_{n}^{m_{n}}}(x)\Big|##.
They are seminorm. Let wright this family of semi norm as ##(||.||_{n})_{n ×\in \mathbb{N}}##.
My goal is to show that the topologie associate to the family of semi norm is not normable.

What I do for the moment : I've define a distance on E with ##\forall (x, y) \in E^{2} d(x, y) = \sum_{n \in \mathbb{N}}2^{-n}min(1, ||x - y||_{n})##. It define the same topology(not rally complicate.). I also prevously show that for all ##\epsilon < 1##, ##\{B(0, \frac{\epsilon}{n +1} / n \in \mathbb{N}\}## is a base of neighbourhood of 0. We advice me to use that.
Wich is denombrable. But I find nothing else on.Then I'll try to show an absurdity : by using Riesz theorem by showing E is finite dimension by showing the unity sphere is compacts. I try to use my distance.
I find nothing.

Could you help me pelase?

Thank you in advance and have a nice afternoon:oldbiggrin:.
Hint: Arzelà-Ascoli.
 
  • #3
Yeah I made a guide proof with the Alexandrov compactify but it's a little bit long using Ascoli.
And my curse said it's more simple if we remarc that $$
\{B(0, \frac{\epsilon}{n +1}) / n \in \mathbb{N}\}$$ is a base of neighbourhood of 0.
What do you think please?
Is their any property liking a base and the compacity propertie please?
It's to use Riesz property.

Thank you in advance and have a nice afternon:oldbiggrin:.
 
  • #4
Calabi said:
Yeah I made a guide proof with the Alexandrov compactify but it's a little bit long using Ascoli.
And my curse said it's more simple if we remarc that $$
\{B(0, \frac{\epsilon}{n +1}) / n \in \mathbb{N}\}$$ is a base of neighbourhood of 0.
What do you think please?
Is their any property liking a base and the compacity propertie please?
It's to use Riesz property.

Thank you in advance and have a nice afternon:oldbiggrin:.
I frankly don't understand how the following sets are defined:
$$\{B(0, \frac{\epsilon}{n +1}) / n \in \mathbb{N}\}$$
 
Last edited:
  • #5
I wroght $$B(0; \frac{\epsilon}{n+1}) = \{x \in E / ||x - 0|| < \frac{\epsilon}{n+1}\}$$/
 
  • #6
Samy_A said:
{B(0,ϵn+1)/n∈N}

This set I show is a fondamental set of neigbourhood of 0. And I want to deduce an absurdtity of that if E is normable.
 
  • #7
Calabi said:
I wroght $$B(0; \frac{\epsilon}{n+1}) = \{x \in E / ||x - 0|| < \frac{\epsilon}{n+1}\}$$/
So we had to guess that those B's where balls in the norm whose existence you want to disprove. I still don't understand why you need the ##\epsilon## there, as ##\{B(0; \frac{1}{n+1}) ) | n \in \mathbb N \}## is a base too.

Anyway, to prove that these balls are relatively compact, it suffices to show that any bounded sequence ##(f_n)_n \subset E## has a convergent subsequence (all in the E topology, which you can consider with the seminorms or the norm, as they are supposedly the same).
That is relatively easy using Arzelà-Ascoli.

I don't see a different approach out of the box.

I cheated, googled it, and found a proof not using Arzelà-Ascoli. What it does is first claim that the assumed norm must satisfy ##||f|| \leq Cp_i(f)##, where ##C## is a constant and ##p_i## one of the seminorms. As all seminorms must be continuous in the norm, it follows that all seminorms ##p_j## with ##j \geq i## are equivalent. That then leads to a contradiction.
I leave it to you to fill in the details.
 
  • #8
I have the ennonce of the proof in a cruse but in french. I can send it.
 
  • #9
Calabi said:
I have the ennonce of the proof in a cruse but in french. I can send it.
Please do, I'm from Belgium, my French is quite good. :)
 
  • #11
So what do you think of it please?
 
  • #12
Calabi said:
So what do you think of it please?
I learned from your pdf that the French style is still very much inspired by Bourbaki. :oldsmile:

I don't see an easy way to finish the proof (doesn't mean there is none, just that I don't see it).
From the definition of the topology (on page 18) or from the definition of the metric, one can indeed deduce that ##||f|| \leq Cp_i(f)## for some ##i## as I wrote in a previous post.
Also, for every seminorm ##p_j(f) \leq C_j||f||## for some constant ##C_j##.
Now you could construct a function that converges to 0 in the seminorms up to ##p_i##, but not in some "higher" seminorm, thereby getting a contradiction.

I assume your prof has something simpler in mind, but I don't see it.
 
Last edited:
  • #13
OK. Really strange.
 
  • #14
But I maid a mistake in my enouncee. I said something wrong.
I have to show first that if my topologie come from a norm $$N$$, so $$\{\frac{1}{n+1}B_{d_{\phi}}(0, \epsilon) / n \in \mathbb{N}\}$$ is a base of neighbourhood of 0 and not the first base I wroght.
Where $$d_{\phi}$$ is a distance define page 19. This distance made the same topologie than $$N$$.
 
  • #15
In fact I've got another problem : To show it let introduce $$\epsilon \in ]0; 1[$$. Let be $$U \in V(0)$$.
So $$\exists \epsilon' > 0 / B_{N}(0, \epsilon') \subset U$$ so as $$\{N(x) / x \in B_{d_{\phi}}(0; \epsilon)\}$$ is borne* let's said by a certain M > 0. Let be n integer with $$\frac{1}{n+1} < \frac{\epsilon'}{M}$$

If, $$y \in \frac{1}{n+1}B_{d_{\phi}}(0; \epsilon), \exists x \in B_{d_{\phi}}(0; \epsilon) / y = \frac{1}{n+1}x$$
We've got $$N(y) = \frac{1}{n+1}N(x) \leq \epsilon'$$. So $$\frac{1}{n + 1}B_{d_{\phi}}(0; \epsilon) \subset U$$.
But don't even use my $$\epsilon$$ so I think their's a mistake. It should be there*.

What do you think please?

Thank you in advance and have a nice afternoon:oldbiggrin:.
 
  • #16
Calabi said:
In fact I've got another problem : To show it let introduce $$\epsilon \in ]0; 1[$$. Let be $$U \in V(0)$$.
So $$\exists \epsilon' > 0 / B_{N}(0, \epsilon') \subset U$$ so as $$\{N(x) / x \in B_{d_{\phi}}(0; \epsilon)\}$$ is borne* let's said by a certain M > 0. Let be n integer with $$\frac{1}{n+1} < \frac{\epsilon'}{M}$$

If, $$y \in \frac{1}{n+1}B_{d_{\phi}}(0; \epsilon), \exists x \in B_{d_{\phi}}(0; \epsilon) / y = \frac{1}{n+1}x$$
We've got $$N(y) = \frac{1}{n+1}N(x) \leq \epsilon'$$. So $$\frac{1}{n + 1}B_{d_{\phi}}(0; \epsilon) \subset U$$.
But don't even use my $$\epsilon$$ so I think their's a mistake. It should be there*.

What do you think please?

Thank you in advance and have a nice afternoon:oldbiggrin:.
It's difficult to parse your proof. I think you are making this too complicated.
You can assume that the topologies defined by the (supposed) norm and by the metric are the same.
So you know that for some ##\epsilon>0##, ##B_d(0, \epsilon) \subset B_N(0,1)##.
But you also know that the "norm-balls" form a basis for the topology.
All you have to show now is that for every "norm ball" ##B_N(0,\delta)## (where ##\delta>0##), there is an ##n \in \mathbb N## such that ##\frac{1}{n+1}B_d(0,\epsilon) \subset B_N(0,\delta)##.
 
  • #17
Ah quite smart I didn't see it sorry. Anytime.
I purhaps have a proof with my neighbourhood.
 
  • #18
I'm actually also interested in the solution your professor has in mind.

As said I can solve the exercise using Arzelà-Ascoli.

I sketched another solution in posts 7 and 12.
To make it simple, let's take n=1.
Define the sequence of functions ##(f_m )_m## by ##\displaystyle f_m(x)=\frac{e^{-x²}\sin(mx)}{m^{k+1}}##, where k is sufficiently large that for some constant ##C##, ##||f|| \leq Cp_k(f)## for all ##f \in \mathcal S (\mathbb R)##. (##p_k## is the seminorm ##p_k(f)=\sup_{x \in \mathbb{R}}{(1+|x|^k)|f^{(k)}(x)|}##).
It is elementary (but tedious) to prove that the sequence converges to 0 in ##p_k## when ##m \to \infty##, and thus in the norm, but that it doesn't converge in all the seminorms ##p_j## where ##j>k+1##. That's a contradiction.

This doesn't use the second part of the exercise about the balls, though.

When you know the intended solution, please post it. I'm curious.
 
Last edited:

FAQ: Is the Topology of the Schwartz Space Normable?

What is a Schwartz function?

A Schwartz function, also known as a rapidly decreasing function, is a smooth function that decreases faster than any polynomial as the absolute value of the input variable approaches infinity. These functions are important in mathematical analysis and are often used as test functions for distributions.

What is the norm of a Schwartz function?

The norm of a Schwartz function is a measure of its size or magnitude. It is defined as the supremum (or maximum) of the absolute value of the function over its entire domain. The norm of a Schwartz function is finite, which means that these functions are not infinitely large or small.

Why are Schwartz functions important?

Schwartz functions are important in mathematical analysis because they have several useful properties, such as being infinitely differentiable and having compact support. These functions also provide a way to generalize the concept of a function to include objects that are not necessarily functions, such as distributions.

How are Schwartz functions used in physics?

In physics, Schwartz functions are often used as test functions for distributions, which are mathematical objects that represent generalized functions. These functions are also used in the theory of partial differential equations, where they can be used to construct solutions and study the regularity of these solutions.

Are there any applications of Schwartz functions in engineering?

Yes, Schwartz functions have applications in engineering, particularly in signal processing, image processing, and control theory. These functions are useful for representing signals and systems with infinite bandwidth and for smoothing signals to remove noise. They are also used in the design of filters and for solving differential equations that arise in control systems.

Back
Top