Compact operators on normed spaces

In summary, we can show that T: X \to Y is a compact linear operator if and only if the image of the closed unit ball \overline B has compact closure in Y. One direction is easy, as the closure of \overline B is bounded. For the other direction, we can show that any bounded sequence in X has a convergent subsequence in Y, which implies that T is a compact linear operator.
  • #1
AxiomOfChoice
533
1
Is it easy to show that [itex]T: X \to Y[/itex] is a compact linear operator -- i.e., that the closure of the image under [itex]T[/itex] of every bounded set in [itex]X[/itex] is compact in [itex]Y[/itex] -- if and only if the image of the closed unit ball [itex]\overline B = \{x\in X: \|x\|\leq 1\}[/itex] has compact closure in [itex]Y[/itex]? One direction is (of course) easy, since [itex]\overline B[/itex] is bounded, but I'm having trouble with the other one. Can someone help please? Thanks!
 
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  • #2
Hi AxiomOfChoice! :smile:

Let A be a bounded set, then there exists an [itex]\alpha>0[/itex] such that

[tex]\alpha A\subseteq \overline{B}[/tex]

(with of course [itex]\alpha A:=\{\alpha a~\vert~a\in A\}[/itex]).

Then

[tex]\alpha T(A)=T(\alpha A)\subseteq T(\overline{B})[/tex]

which means that the closure of [itex]\alpha T(A)[/itex] is compact, which implies that T(A) is compact.

I'll leave it to you to work out the details.
 
  • #3
The definition way might be even easier. Take a bounded sequence x_n. We have to show that T(x_n) has a convergent subsequence. Take a subsequence x_j with x_j non-zero. Look at T(x_j/||x_j||). This has a convergent subsequence. Then T(x_j) = ||x_j|| T(x_j/||x_j||). The ||x_j|| have a convergent subsequence in R by boundedness, hence T(x_n) has a convergent subsequence.
 

1. What is a compact operator on a normed space?

A compact operator on a normed space is a linear transformation between two normed spaces that maps bounded sets to relatively compact sets. In other words, the image of any bounded set under a compact operator will be a set that is compact in the target normed space.

2. How is a compact operator different from a bounded operator?

A bounded operator is a linear transformation that maps bounded sets to bounded sets, while a compact operator maps bounded sets to relatively compact sets. Additionally, a compact operator must satisfy the additional condition that the closure of its image must be a compact set in the target normed space.

3. What is the importance of compact operators in functional analysis?

Compact operators play a crucial role in functional analysis because they allow for the study of infinite-dimensional spaces by reducing them to finite-dimensional ones. They also have many applications in various fields such as differential equations, quantum mechanics, and signal processing.

4. How are compact operators related to the concept of compactness?

The term "compact" in compact operator refers to the fact that the operator maps bounded sets to relatively compact sets. This is related to the concept of compactness in topology, where a set is compact if every open cover has a finite subcover. In a similar way, the image of a bounded set under a compact operator can be covered by a finite number of relatively compact sets.

5. Can every bounded operator be compact?

No, not every bounded operator can be compact. In fact, in finite-dimensional spaces, every bounded operator is compact. However, in infinite-dimensional spaces, there exist bounded operators that are not compact. In general, compact operators are a proper subset of bounded operators.

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