Showing that the range of a linear operator is not necessarily closed

Click For Summary
SUMMARY

The discussion centers on demonstrating that the range of the linear operator T: ℓ² → ℓ, defined by T(x) = (x₁, 1/2 x₂, 1/3 x₃, ...), is not closed. The solution involves constructing a sequence xₙ = (1, 1/√2, 1/√3, ..., 1/√n, 0, 0, ...) that is square summable, leading to T(xₙ) converging to a sequence y that is not in the range of T. This is established by showing that T⁻¹(y) results in the harmonic series, which is not square summable, confirming that y does not belong to the range of T.

PREREQUISITES
  • Understanding of linear operators in functional analysis
  • Familiarity with the spaces ℓ² and ℓ
  • Knowledge of convergence and limits in sequences
  • Concept of square summability and harmonic series
NEXT STEPS
  • Study the properties of linear operators in functional analysis
  • Explore the differences between closed and non-closed ranges of operators
  • Learn about the implications of square summability in sequence spaces
  • Investigate the relationship between convergence in ℓ² and the behavior of linear transformations
USEFUL FOR

Mathematicians, students of functional analysis, and anyone studying linear operators and their properties in sequence spaces.

SP90
Messages
19
Reaction score
0

Homework Statement



Let T: \ell^{2} \rightarrow \ell be defined by

T(x)=x_{1},\frac{1}{2}x_{2},\frac{1}{3}x_{3},\frac{1}{4}x_{4},...}<br /> <br /> Show that the range of T is not closed<br /> <br /> <h2>The Attempt at a Solution</h2><br /> <br /> I figure that I need to find some sequence of x_{n} \rightarrow x such that T(x_{n}) is in \ell^{2} but T(x) is not.<br /> <br /> I figured that if x=(\sqrt{1}, \sqrt{2}, \sqrt{3},...) then T(x) is the harmonic series, which is not square summable. The problem is, I can&#039;t think of any square summable x_{n} which converge to that x. <br /> <br /> I have a feeling that I&#039;m taking the wrong approach to this. The thing is, I think the operator T(x) must be bounded since k_{i}^{2} \geq \frac{1}{i^{2}}k_{i}^2. Maybe I should be looking for some x_{n} \rightarrow x such that T(x_{n}) converges to something other than T(x).
 
Physics news on Phys.org
I thought if I took x_{n}=(\frac{n}{1},\frac{n}{2^{2}},\frac{n}{3^{2}}...), that would work, since x_{n} \rightarrow \frac{n\pi^{2}}{6}. It's clear that T(x_{n}) exists for all n, but x_{n} itself diverges. But then obviously the definition of the range being closed is that when T(x_{n}) has a limit, that limit is in the range. Obviously since T(x_{n}) diverges there's no criteria broken by this.
 
I've solved this now, no need for a response, but if anyone ever comes across a similar problem here is the solution:

Take x_{n}=(1, \frac{1}{\sqrt{2}}, \frac{1}{\sqrt{3}}, ..., \frac{1}{\sqrt{n}}, 0, 0, 0 ,0,...)

Obviously, as a series with a finite number of non-zero terms, it is square summable. Likewise T(x_{n}) also exists and is the sequence x_{n}=(1, \frac{1}{2\sqrt{2}}, \frac{1}{3\sqrt{3}}, ..., \frac{1}{n\sqrt{n}}, 0, 0, 0 ,0,...)

Then T(x_{n}) \rightarrow y where y is the infinite sequence of these. When each term is squared and the sum taken, we get the sum of reciprocal cubes. This is bounded by the sum of reciprocal squares, so it is square summable, so the sequence T(x_{n}) is convergent. But T^{-1}(y) is the infinite sequence of reciprocal square roots. When each term is squared, the sum of these is the harmonic series, which is not convergent. So y doesn't belong to the range of T (since there is no x in \ell^{2} such that T(x)=y)
 

Similar threads

Replies
6
Views
3K
Replies
2
Views
2K
Replies
4
Views
2K
  • · Replies 105 ·
4
Replies
105
Views
11K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
1
Views
1K
Replies
4
Views
2K
  • · Replies 13 ·
Replies
13
Views
2K
Replies
9
Views
1K
  • · Replies 17 ·
Replies
17
Views
2K