Abstract
We introduce a new tensor norm (-tensor norm) and show that it is associated with the ideal of -nuclear operators. In this paper, we investigate the ideal of -nuclear operators and the -tensor norm.
1. Introduction
Let be the algebraic tensor product of Banach spaces X and Y. One may refer to [1] (Section 1) for tensor products and their elementary properties. If is a norm on the tensor product, then the normed space is denoted by and is the completion of . The most classical two norms and on are the injective norm and projective norm, respectively. For ,
where is any representation of u and is the closed unit ball of a Banach space Z, and
We refer to [1,2] for and . Our main notion is the following concept.
Definition 1.
For , let
For , let
We call the σ-tensor norm.
A Banach operator ideal is said to be associated with a tensor norm if the natural map from to is an isometry for both finite-dimensional normed spaces M and N. Let be the operator norm on the ideal of all operators and let be the ideal of all finite rank operators. A linear map is called approximable if there exists a sequence in such that . We denote by the space of all approximable operators from X to Y. Then the ideal of approximable operators is a Banach operator ideal.
A linear map is nuclear if there exists sequences in and in Y with
such that
where is an operator from X to Y defined by . The space of all nuclear operators from X to Y is denoted by with the norm
where the infimum is taken over all such representations. It is well known that is associated with and is associated with (cf. [2] (Section 17.12)).
Pietsch [3] introduced a natural extended notion of the nuclear operator. A linear map is called -nuclear if there exists sequences in and in Y such that
unconditionally converges in the operator norm. We denote by the space of all -nuclear operators from X to Y and for , let
where and the infimum is taken over all -nuclear representations. Then is a Banach operator ideal [3] (Theorem 23.2.2).
In this paper, we study the Banach operator ideal of -nuclear operators and the corresponding -tensor norm . In Section 2, we obtain a factorization of operators belonging to and show that the surjective hull and the injective hull of coincide with the ideal of compact operators. It turns out that is associated with . In Section 3, we show that is a finitely generated tensor norm and the completion is identified. An isometric representation of the dual space is established. In Section 4, we show that
holds isometrically when X or Y has a hyperorthogonal basis. As a consequence, we show that is neither injective nor projective.
2. The Ideal of -Nuclear Operators
For Banach spaces X and Y, we denote by
the collection of sequences in satisfying
and let
for .
A basis for a Banach space X is called hyperorthogonal if for every implies
Using a standard argument, we have the following lemma.
Lemma 1.
Let K be a collection of sequences of positive numbers.
If and , then for every , there exists an increasing sequence with and such that
It is well known that a nuclear operator has the following factorization.
where R and S are compact operators, and D is a diagonal operator which is nuclear. From a modification of [3] (Theorem 23.2.5), we have a similar form for -nuclear operators.
Theorem 1.
Let X and Y be Banach spaces and let be a linear map. Then the following statements are equivalent.
- (a)
- .
- (b)
- There exists such that
- (c)
- There exist Banach spaces Z and W having hyperorthogonal bases, , a diagonal operator with , and with such that the following diagram is commutative.In this case,where the first infimum is taken over all such representations of T in and the second infimum is taken over all such factorizations of T in .
Proof.
(c)⇒(a) is trivial and is less than or equal to the infimum for factorizations of T in (c).
(a)⇒(b): This part is a well known result. For the sake of the completeness of presentation, we provide an explicit proof. Let and let be given. Then there exists a representation
which unconditionally converges in , such that
It is well known that a series in a Banach space Z unconditionally converges if and only if
Thus,
Hence (b) follows and the first infimum
Since was arbitrary, .
(b)⇒(c): Let be given. By (b), there exists such that
and
By Lemma 1, there exists a sequence with and such that
and
Let
and
Then is a Banach space and the sequence of standard unit vectors forms a hyperorthogonal basis in Z. Let
and
Then is a Banach space and the sequence of standard unit vectors forms a hyperorthogonal basis in W.
Let
To show that unconditionally converges in , let . Choose an such that
Then for every finite subset F of with ,
Hence . Since for every and ,
.
To show that unconditionally converges in , where each is the n-th coordinate functional, let . Choose an such that for every . Then for every finite subset F of with ,
Hence and , indeed, for every and ,
Let be the n-th coordinate functional. In order to show that converges unconditionally in , we take . Choose an such that for every . Then for every finite subset F of with ,
Hence and , indeed, for every and ,
Clearly, and the second infimum . Since was arbitrary, . ☐
The surjective hull of an operator ideal is defined as follows;
where is the natural quotient operator, and for (see [2] (p. 113) and [3] (Section 8.5)).
Lemma 2.
(see Proposition 8.5.4 in [3]) Let be a Banach operator ideal and let X and Y be Banach spaces. A linear map if and only if there exists a Banach space Z and an such that . In this case,
where the infimum is taken over all the above inclusions.
Lemma 3.
[4] A subset K of a Banach space X is relatively compact if and only if for every , there exists a null sequence in X with such that
The surjective hull of the ideal of nuclear operators is identified in [3] (Proposition 8.5.5).
Theorem 2.
The surjective hull of the ideal of σ-nuclear operators can be identified with the ideal of compact operators.
Proof.
Since and
To show the opposite inclusion, let X and Y be Banach spaces. Let and let . Then by Lemma 3, there exists a null sequence in X with such that
Let us consider the map
where each is the standard unit vector in . Since
in view of Theorem 1, and
Since , by Lemma 2, and
☐
The injective hull of an operator ideal is defined as follows;
where is the natural isometry, and for (see [2] (p. 112) and [3] (Section 8.4)).
Lemma 4.
If is a symmetric Banach operator ideal, then
Proof.
The symmetric operator ideal means that . Then by [3] (Theorem 8.5.9),
Additionally, since , by [3] (Theorem 8.5.9),
Note that for every Banach operator ideal . Hence the assertion follows. ☐
The injective hull of the ideal of nuclear operators is identified in [3] (Proposition 8.4.5). The following theorem is a consequence of the fact that the ideal is symmetric (cf. [3] (Theorem 23.2.7)).
Theorem 3.
For the ideal of σ-nuclear operators, the following equality is valid:
Proof.
Since is symmetric, by Theorem 2 and Lemma 4,
☐
For , let
Then is a norm on [3] (Proposition 23.2.10).
Proposition 1.
Suppose that X or Y is a finite-dimensional normed space. Then
for every .
Proof.
Let and let be given. Let
be a -nuclear representation in Theorem 1(b) such that
If X is finite-dimensional, then there exists an such that
where is the identity operator on X. We have
If Y is finite-dimensional, then can be replaced by in the above proof. ☐
Corollary 1.
is associated with .
Proof.
Let X and Y be Banach spaces. Let . The by an application of Helly’s lemma,
Consequently, for every , we have
Hence the assertion follows from Proposition 1. ☐
3. The -Tensor Norm
Let us recall that a tensor norm is a norm on for each pair of Banach spaces X and Y such that
- (TN1)
- .
- (TN2)
- for operators and ,
A tensor norm is said to be finitely generated if
for every . The transposed tensor norm of is defined by
for .
Proposition 2.
is a finitely generated tensor norm and .
Proof.
We see that is a norm and satisfies (TN1) on for each pair of Banach spaces X and Y.
To check (TN2), let and be operators. Let and let be an arbitrary representation. Then
Hence
To show that is finitely generated, let and let be an arbitrary representation. Let and . Using the Hahn–Banach extension theorem, we have
Hence
The other part of the assertion follows from the definition of the -tensor norm. ☐
We now consider the completion of . When converges in and , we let
Lemma 5.
Let X and Y be Banach spaces and let and be sequences in X and Y, respectively. Then
if and only if the series unconditionally converges in .
Proof.
Suppose that . Let be given. Choose an such that
Then for every finite subset F of with ,
Suppose that unconditionally converges in . Then
☐
The following lemma is well known.
Lemma 6.
Let be a normed space and let be its completion. If , then for every , there exists a sequence in Z such that
and converges in .
Proposition 3.
Let X and Y be Banach spaces. If , then there exists sequences in X and in Y such that
unconditionally converges in and
Proof.
We use Lemma 5. Let and let be given. Then by Lemma 6, there exists a sequence in such that
and converges in .
For every , let
be such that
Then for every , there exists an such that
This shows that
unconditionally converges in . In addition, the infimum
Since was arbitrary, .
Since for every representation
unconditionally converging in ,
. ☐
Let be a tensor norm and let M and N be finite-dimensional normed spaces. let
for . Then the dual tensor norm is defined by
for . The adjoint tensor norm is
If is finitely generated, then , and are all finitely generated and
The adjoint ideal is the maximal Banach operator ideal associated with the adjoint tensor norm .
Lemma 7.
(see Theorem 17.5 in [2]) Let be the maximal Banach operator ideal associated with a finitely generated tensor norm α. Then for all Banach spaces X and Y,
holds isometrically.
Pietsch [3] introduced a stronger notion of the absolutely p-summing operator. A linear map is called absolutely -summing if there exists a such that
for every and . We denote by the space of all absolutely -summing operators from X to Y and for , let
where the infimum is taken over all such inequalities. Then it was shown in [3] (Theorems 23.1.2 and 23.1.3) that is a maximal Banach operator ideal.
Pietsch [3] also introduced the ideal of -integral operators as follows;
It was shown that
hold isometrically [3] (Theorem 23.3.6).
We now have:
Corollary 2.
For all Banach spaces X and Y,
holds isometrically.
Proof.
Since
is associated with , by Lemma 7,
holds isometrically. ☐
4. Non-Injectiveness and Non-Projectiveness of the -Tensor Norm
Proposition 4.
Let X and Y be Banach spaces. If X or Y has a hyperorthogonal basis, then
holds isometrically.
Proof.
Suppose that Y has a hyperorthogonal basis . Let be the sequence of coordinate functionals for . Let and let U be the corresponding to continuous finite rank operator for u, namely, . Then for every ,
and for every . Moreover, since is relatively compact,
Consequently,
converges in . We will use Lemma 5 to show that the series unconditionally converges in .
Let be given. Let be an -net for . Choose an so that
for every . Let and .
Let be such that
Then we have
By Proposition 3 and the above argument,
The other part of the assertion follows from and . ☐
A tensor norm is called right-injective (respectively, right-projective) if for every isometry (respectively, quotient operator ), the operator
is an isometry (respectively, a quotient operator) for all Banach spaces and Z. If is right-injective (respectively, right-projective), then is called left-injective (respectively, left-projective).
An operator ideal is said to be surjective if . According to [2] (Theorem 20.11), a maximal operator ideal is surjective if and only if its associated tensor norm is left-injective.
Example 1
(Non-injectiveness of ). We show that
For every separable Banach space X and every Banach space Y,
Indeed, according to [3] (Theorem 23.3.4), an operator is σ-integral if and only if is factored through some Banach lattice, where is the canonical isometry. Consequently, for every .
On the other hand, there exists a separable Banach space Z such that (cf. [5] (p. 364)). Hence
Example 2.
(Non-projectiveness of ) The following argument is due to the proof of [2] (Proposition 4.3). Let be the canonical quotient operator. Consider the map
By Proposition 4,
hold isometrically. Consequently, the map can be viewed from from .
Now, let be a compact operator failed to be Hilbert–Schmidt. If would be surjective, then there exists an such that
This is a contradiction because is Hilbert–Schmidt.
5. Discussion
We introduce a new tensor norm and associate it with an operator ideal. This work continues the study of theory of tensor norms and we expect that several more results on tensor norms and operator ideals can be developed. We introduce one of the important subjects. For a finitely generated tensor norm , a Banach space X is said to have the -approximation property (-AP) if for every Banach space Y, the natural map
is injective (cf. [3] (Section 21.7)). We can consider the -AP and the following problems.
Problem 1. Does every Banach space have the -AP?
Problem 2. For every Banach space X, if has the -AP, then does X have the -AP?
Author Contributions
Conceptualization, J.M.K.; methodology, J.M.K. and K.Y.L.; software, J.M.K. and K.Y.L.; validation, J.M.K. and K.Y.L.; formal analysis, J.M.K. and K.Y.L.; investigation, J.M.K. and K.Y.L.; resources, J.M.K. and K.Y.L.; data curation, J.M.K. and K.Y.L.; writing—original draft preparation, J.M.K.; writing—review and editing, J.M.K.; visualization, J.M.K.; supervision, J.M.K.; project administration, J.M.K.; funding acquisition, J.M.K. All authors have read and agreed to the published version of the manuscript.
Funding
The first author was supported by NRF-2018R1D1A1B07043566 (Korea). The second author was supported by NRF-2017R1C1B5017026 (Korea).
Conflicts of Interest
The authors declare no conflict of interest.
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