A problem about non-separable Hilbert space

In summary: Yes, I mean an exchange like this. And to prove the inequality, we can use Fatou's lemma: \begin{eqnarray*}\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\sum_n \|f_n \chi_{[-N,N]}\|_2\\&= & \lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\sum_n \lim_{M\rightarrow +\infty} \|f_n \chi_{[-M,M]}\|_2\\&\leq & \liminf_{N\rightarrow +\infty}
  • #1
prophetlmn
19
0
also see
http://planetmath.org/exampleofnonseparablehilbertspace
QQ??20130704175847.jpg


the main difficulty is about the completeness, which is hard to prove, the author's hint seems don't work here, for you can not use the monotone convergence theorem directly , f(x)χ[-N,N]/sqrt[N] is not monotone
 
Physics news on Phys.org
  • #2
Let your pre-Hilbert space be ##H## with norm ##\|~\|##. It is known that a space is is complete iff every absolute convergent series is convergent.
Thus let ##(f_n)_n## be a sequence in ##H## such that ##\sum_n \|f_n\|## converges (to a number ##A##). Thus by monotone convergence:

[tex]\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\sum_n \|f_n \chi_{[-N,N]}\|_2 = A[/tex]

Thus for each ##N##, we have that the series ##\sum_n \|f_n\chi_{[-N,N]}\|_2## converges. Since ##L^2## is complete, we have that ##\sum_n f_n\chi_{[-N,N]} = g_N## for some ##g_N\in L^2##.

Now, if ##M>N##, then ##g_N\chi_{[-N,N]} = g_M\chi_{[-N,N]}##. Thus we can glue the ##g_N## to a big function ##g##. Now

\begin{eqnarray*}
\|g - \sum_{n=1}^m f_n\|
& = & \lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\left\| g\chi_{[-N,N}] - \sum_{n=1}^m f_n\chi_{[-N,N]}\right\|_2\\
& = & \lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\left\| \sum_{n=m}^{+\infty} f_n\chi_{[-N,N]}\right\|_2\\
&\leq & \limsup_{N\rightarrow +\infty} \frac{1}{\sqrt{N}} \sum_{n=m}^{+\infty} \|f_n\chi_{[-N,N]}\|_2 \\
&\leq & \sum_{n=m}^{+\infty} \|f_n\|\\
& \rightarrow & 0
\end{eqnarray*}[/tex]
 
  • #3
micromass said:
Let your pre-Hilbert space be ##H## with norm ##\|~\|##. It is known that a space is is complete iff every absolute convergent series is convergent.
Thus let ##(f_n)_n## be a sequence in ##H## such that ##\sum_n \|f_n\|## converges (to a number ##A##). Thus by monotone convergence:

[tex]\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\sum_n \|f_n \chi_{[-N,N]}\|_2 = A[/tex]

Thus for each ##N##, we have that the series ##\sum_n \|f_n\chi_{[-N,N]}\|_2## converges. Since ##L^2## is complete, we have that ##\sum_n f_n\chi_{[-N,N]} = g_N## for some ##g_N\in L^2##.

Now, if ##M>N##, then ##g_N\chi_{[-N,N]} = g_M\chi_{[-N,N]}##. Thus we can glue the ##g_N## to a big function ##g##. Now

\begin{eqnarray*}
\|g - \sum_{n=1}^m f_n\|
& = & \lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\left\| g\chi_{[-N,N}] - \sum_{n=1}^m f_n\chi_{[-N,N]}\right\|_2\\
& = & \lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\left\| \sum_{n=m}^{+\infty} f_n\chi_{[-N,N]}\right\|_2\\
&\leq & \limsup_{N\rightarrow +\infty} \frac{1}{\sqrt{N}} \sum_{n=m}^{+\infty} \|f_n\chi_{[-N,N]}\|_2 \\
&\leq & \sum_{n=m}^{+\infty} \|f_n\|\\
& \rightarrow & 0
\end{eqnarray*}[/tex]

thanks for your help,the proof is very clear,the key point is 'a space is is complete iff every absolute convergent series is convergent',I don't know this before, it's again the old truth 'take a different approach'
 
  • #4
I still have two little problems
(1)what do you mean by 'Thus by monotone convergence',I mean don't you just use the definition of
##\sum_n \|f_n\|##

(2)why you use limsub in the last three steps
\begin{eqnarray*}
\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\left\| \sum_{n=m}^{+\infty} f_n\chi_{[-N,N]}\right\|_2\\
&\leq & \limsup_{N\rightarrow +\infty} \frac{1}{\sqrt{N}} \sum_{n=m}^{+\infty} \|f_n\chi_{[-N,N]}\|_2 \\
&\leq & \sum_{n=m}^{+\infty} \|f_n\|\\
\end{eqnarray*}

what's wrong with
\begin{eqnarray*}
\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\left\| \sum_{n=m}^{+\infty} f_n\chi_{[-N,N]}\right\|_2\\
&\leq & \lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}} \sum_{n=m}^{+\infty} \|f_n\chi_{[-N,N]}\|_2 \\
&= & \sum_{n=m}^{+\infty} \|f_n\|\\
\end{eqnarray*}
 
Last edited:
  • #5
prophetlmn said:
I still have two little problems
(1)what do you mean by 'Thus by monotone convergence',I mean don't you just use the definition of
##\sum_n \|f_n\|##

You exchange a series and a limit. This is not always allowed.

(2)why you use limsub in the last three steps
\begin{eqnarray*}
\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\left\| \sum_{n=m}^{+\infty} f_n\chi_{[-N,N]}\right\|_2\\
&\leq & \limsup_{N\rightarrow +\infty} \frac{1}{\sqrt{N}} \sum_{n=m}^{+\infty} \|f_n\chi_{[-N,N]}\|_2 \\
&\leq & \sum_{n=m}^{+\infty} \|f_n\|\\
\end{eqnarray*}

Because if ##x_n\leq y_n##, then this does not imply ##\lim_n x_n\leq \lim_n y_n##. This is only true if the limits exist. To solve this, we use limsup.
 
  • #6
micromass said:
You exchange a series and a limit. This is not always allowed.



Because if ##x_n\leq y_n##, then this does not imply ##\lim_n x_n\leq \lim_n y_n##. This is only true if the limits exist. To solve this, we use limsup.

so you mean here we should use something like Fatou's lemma?
 
  • #7
prophetlmn said:
so you mean here we should use something like Fatou's lemma?

Yes.
 
  • #8
micromass said:
Yes.
So we have
\begin{eqnarray*}
\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\sum_n \|f_n \chi_{[-N,N]}\|_2\\
&\leq & \sum_n\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}} \|f_n \chi_{[-N,N]}\|_2\\
\end{eqnarray*}
?
if so how to prove it?i.e. how you get the following

\begin{eqnarray*}
\limsup_{N\rightarrow +\infty} \frac{1}{\sqrt{N}} \sum_{n=m}^{+\infty} \|f_n\chi_{[-N,N]}\|_2 \\
&\leq & \sum_{n=m}^{+\infty} \|f_n\|\\
\end{eqnarray*}

and I think when you say'You exchange a series and a limit. This is not always allowed' you mean an exchange like this kind?i.e how you get
[tex]\lim_{N\rightarrow +\infty} \frac{1}{\sqrt{N}}\sum_n \|f_n \chi_{[-N,N]}\|_2 = A[/tex]
 
Last edited:

1. What is a non-separable Hilbert space?

A non-separable Hilbert space is a mathematical concept in functional analysis that refers to a Hilbert space that does not have a countable orthonormal basis. In simpler terms, it is a vector space of infinite dimension that cannot be spanned by a countable set of basis vectors.

2. How is a non-separable Hilbert space different from a separable Hilbert space?

In a separable Hilbert space, there exists a countable set of basis vectors that can span the entire space. This means that any element in the space can be written as a linear combination of these basis vectors. However, in a non-separable Hilbert space, no such countable set of basis vectors exists, making it more complex and challenging to work with.

3. What are some applications of non-separable Hilbert spaces?

Non-separable Hilbert spaces have many applications in physics, engineering, and mathematics. They are used to model systems with infinite degrees of freedom, such as quantum mechanics, stochastic processes, and partial differential equations. They are also essential in functional analysis, which is a branch of mathematics that studies vector spaces of functions.

4. How is the concept of "separability" related to non-separable Hilbert spaces?

The concept of separability is closely related to non-separable Hilbert spaces. A separable Hilbert space is one that has a countable orthonormal basis, while a non-separable Hilbert space does not have a countable basis. In other words, the separability of a Hilbert space determines whether it is separable or non-separable.

5. Are there any real-world examples of non-separable Hilbert spaces?

Yes, there are many real-world examples of non-separable Hilbert spaces. Some common examples include the space of all continuous functions on a closed interval, the space of all square-integrable functions on a domain, and the space of all Lebesgue square-integrable functions on a domain. These spaces are essential in physics, engineering, and other fields to model complex systems and phenomena.

Similar threads

Replies
13
Views
2K
  • Calculus and Beyond Homework Help
2
Replies
43
Views
3K
  • Quantum Interpretations and Foundations
Replies
0
Views
31
Replies
2
Views
2K
Replies
11
Views
4K
  • Set Theory, Logic, Probability, Statistics
Replies
4
Views
1K
  • Linear and Abstract Algebra
2
Replies
59
Views
5K
Replies
2
Views
1K
  • Differential Equations
Replies
1
Views
1K
  • Quantum Physics
Replies
2
Views
924
Back
Top