Is l2 Space Separable and Second Countable?

In summary, A metric space is second countable if it is separable, and \ell^2 is separable by using a countable dense subset of rational numbers to approximate every element in \ell^2.
  • #1
complexnumber
62
0

Homework Statement



1. Prove that if a metric space [tex](X,d)[/tex] is separable, then
[tex](X,d)[/tex] is second countable.2. Prove that [tex]\ell^2[/tex] is separable.

Homework Equations


The Attempt at a Solution



1. [tex]\{ x_1,\ldots,x_k,\ldots \}[/tex] is countable dense subset. Index the
basis with rational numbers, [tex]\{ B(x,r) | x \in A, r \in \mathbb{Q}
\}[/tex] is countable (countable [tex]\times[/tex] countable).

2. What set is a countable dense subset of [tex]\ell^2[/tex]?
 
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  • #2
2. Let A = the set of sequences with only finitely many non-zero components(N of them), where each term is a member of the rationals.
We can show that the we can approximate every element of [tex] \ell^2 [/tex] by sequences in A, hence the closure is [tex] \ell^2 [/tex]. (The set [tex] \ell^2 [/tex] \ A are the limit points)
If you think about it, between any reals there's a rational number
So for each term, we can get a rational that is of distance [tex] \frac{\epsilon}{N} [/tex] of it.
Then the distance is [tex]N*\frac{\epsilon}{N}[/tex].

Take limit as N goes to infinity.

It's late here so I'm not really capable of putting all this into nice sentences.
 
  • #3
1. correct
2. this comes down to the fact that R (or C) is separable; just restrict to rationals and finite sequences (see ninty's reply).
 

Related to Is l2 Space Separable and Second Countable?

1. What is the definition of a separable l2 space?

A separable l2 space is a mathematical concept in functional analysis and linear algebra that describes a particular type of Hilbert space. In simple terms, a separable l2 space is a vector space that is equipped with a metric that satisfies certain properties, such as the completeness axiom and the parallelogram identity.

2. How can you prove that an l2 space is separable?

To prove that an l2 space is separable, one must show that there exists a countable dense subset within the space. This means that for every point in the l2 space, there exists a sequence of points from the dense subset that converges to that point. This can be done using techniques such as constructing a sequence of functions or using the Gram-Schmidt process.

3. Why is it important for an l2 space to be separable?

The separability of an l2 space is important because it allows for a more efficient and effective way of representing and approximating functions within the space. This is particularly useful in applications such as signal processing and image compression, where the use of a countable set of basis functions can greatly simplify calculations and reduce computational complexity.

4. What are some examples of separable l2 spaces?

Some examples of separable l2 spaces include the space of square-integrable functions on a compact interval, the space of square-integrable sequences, and the space of complex-valued square-summable sequences. These spaces are commonly used in various areas of mathematics and engineering, such as Fourier analysis, functional analysis, and quantum mechanics.

5. Are there any alternative methods for proving the separability of an l2 space?

Yes, there are alternative methods for proving the separability of an l2 space. For example, one can also use the Stone-Weierstrass theorem to show that the space of continuous functions on a compact interval is separable. Additionally, the Carleson-Hunt theorem can be used to prove the separability of certain weighted l2 spaces.

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