Abstract
A class of linear maps in displaying diagonal unitary and orthogonal symmetries is analyzed. Using a notion of -duality, we prove that a map which is -dual to a generalized Schwarz map is again generalized Schwarz. We introduce an infinite hierarchy of generalized Schwarz maps and study the property of an asymptotic limiting map. Interestingly, it is shown that the first example of Schwarz but not completely positive map found by Choi is an example of an asymptotic map.
MSC:
15A04; 15A09
1. Introduction
Consider a unitary n-dimensional representation of a compact Lie group G. A linear map (where denotes an algebra of complex matrices) is G-covariant if
for all and all elements . One calls to be conjugate G-covariant if
where denotes the transposition and the complex conjugation. If the map is also completely positive and trace-preserving (CPTP), then one calls a covariant quantum channel. Covariant quantum channels play an important role in various problems in quantum information theory. Prominent examples of covariant channels include depolarizing channels and transpose depolarizing channels. The covariance property of quantum channels was originally analyzed by Scutaru [] who derived the Stinespring-type theorem for covariant completely positive maps and then developed by Holevo [,] (for more recent analysis cf., e.g., [,,,]).
In this paper, we analyze linear maps satisfying an operator Schwarz inequality [,,,]
A map is unital if . A unital map is called a Schwarz map if (3) holds for all . Any unital completely positive map satisfies (3) and any Schwarz map is necessarily positive. A transposition map provides a simple example of a unital positive map which is not Schwarz, and the first example of a Schwarz map , which is not completely positive, was provided by Choi [].
It is well known [,,,] that unital positive maps satisfy (3) for all . Actually, any positive unital map satisfies (3) for normal operators, i.e., . In this case, it is called Kadison inequality []. Schwarz maps were recently analyzed in [,,,,].
In a recent paper [], authors proposed the following:
Definition 1.
A linear map is called a generalized Schwarz map if
for all .
One immediately shows that is generalized Schwarz if and only if
where denotes a generalized Moore–Penrose inverse of A [,]. Clearly, if is unital, then (5) reduces to the original Schwarz inequality (3). In a recent paper [], we analyzed both Schwarz and generalized Schwarz maps in covariant with respect to a group of diagonal unitaries and diagonal orthogonal matrices . Interestingly, the generalized Schwarz property, contrary to positivity and completely positivity, is not preserved when passing to the dual map. Recall that given a map one defines its Hilbert–Schmidt dual (adjoint) via
where the Hilbert–Schmidt inner product reads . In what follows we introduce a new inner product and a new notion of duality which does preserve the very property to be generalized Schwarz when applied to generalized covariant Schwarz maps i .
The paper is organized as follows: Section 2 provides a brief introduction to the class of covariant qubit maps we analyze. In Section 3, we introduce the very notion of -duality where and prove that if is covariant generalized Schwarz, so is its -dual map . Then, the next Section defines and analyzes an infinite hierarchy of covariant generalized Schwarz maps. The properties of a limiting map are presented in Section 4. Final conclusions are collected in Section 5.
2. Materials and Methods
In this paper, we consider linear maps satisfying
for all diagonal orthogonal matrices, i.e., . A linear map is covariant with respect to diagonal orthogonal matrices, i.e., satisfies (7), if [,,],
where are matrix elements of . Additionally, is covariant with respect to diagonal unitary matrices if . Hence, is uniquely determined by a complex matrix
and two complex parameters . preserves Hermiticity if A is a real matrix. Now,
- is unital iff ,
- is trace-preserving if ,
- is positive if and
- is completely positive iff and
In [], it was shown
Proposition 1.
Φ defined in (8) is generalized Schwarz iff and
In particular, if is unital then Inequalities (12) reduce to
Note that Conditions (10)–(12) are invariant under
with arbitrary .
A map dual to belongs to the same class (8), i.e., it is covariant, and it is defined by a transpose matrix together with parameters . It is, therefore, clear that Proposition 1 implies
Proposition 2.
A dual map is generalized Schwarz if and only
3. Results
The two basic questions we pose are the following: If is Schwarz, is also Schwarz? The same question is formulated for generalized Schwarz maps. For unital maps, we prove the following:
Theorem 1.
If Φ is a covariant unital Schwarz, then its dual is a covariant generalized Schwarz map.
Proof.
Note that elliptic Conditions (12) define a closed convex set on the plane. Similarly, Conditions (15) define a closed convex set on the same plane. To prove the theorem, one has to show that . Note that four ellipses (12) and (15) intersect in . Let us assume that (equivalently ). Then intersect -axis at and -axis at . On the other hand, intersect -axis at and -axis at . Therefore, if and only if
together with
One immediately checks that, indeed, Conditions (16) and (17) are satisfied. Clearly, similar analysis works if one assumes that . □
One may pose a natural question: assuming that is a covariant generalized Schwarz map, is it true that its dual is generalized Schwarz as well? In general, it is no longer true.
Example 1.
Let Φ be characterized by
Then its dual characterized by
is no longer generalized Schwarz since .
Let be a covariant generalized Schwarz map. Define
Clearly, for unital maps . Let us define a new inner product in via
Note that if , then (19) reduces to the Hilbert–Schmidt inner product.
Definition 2.
Given Φ, one defines its ω-dual map via
that is,
for all .
It is clear that if is unital, then .
Remark 1.
The inner Product (19) is well known in the theory of quantum Markovian semigroups [,,,] in the analysis of quantum detailed balance. Actually, given state ω, one defines one-parameter family of inner products
If , the above formula reduces to (19). Usually, it is called the KMS (after Kubo–Martin–Schwinger) inner product. Another popular choice corresponds to . In this case, it is usually called the GNS (after Gelfand–Naimark–Segal) inner product.
Proposition 3.
If Φ is a covariant generalized Schwarz, then its ω-dual map is a covariant generalized Schwarz map.
Proof.
Let us observe that the -dual map is again covariant and it is characterized by ‘-transposition’ of the matrix A,
together with and . If , i.e., the map is unital, then . □
Theorem 2.
Maps Φ and its ω-dual satisfy the following properties:
- Φ is positive if is positive,
- Φ is completely positive if is completely positive,
- if Φ is generalized Schwarz, then is generalized Schwarz.
Proof.
Note that and . Hence, conditions for positivity (10) and complete positivity for and its dual coincide. Now, since is covariant, it is clear that is generalized Schwarz if
Note that four Ellipses (15) and (24) intersect at on the plane . Let S denote a closed convex set constrained by (15), and be a corresponding set constrained by (24). To prove the theorem, one has to show that . It means that the following conditions have to be satisfied:
and
Note that if is unital, then (25) and (26) reduce to (16) and (17). Now, to check (25), let us assume that or, equivalently, . Inserting and , one easily proves that
Similarly, one proves the remaining inequalities. □.
Example 2.
Consider again the map from Example 2 corresponding to and . Its ω-dual is characterized by
and it is indeed generalized Schwarz due to
Summarising: a map dual (with respect to the standard Hilbert–Schmidt inner product) to a covariant Schwarz map is always generalized Schwarz. However, it is no longer true for generalized Schwarz map. We find it rather very unsatisfactory. Note, however, that such generalized map is no longer unital and hence the standard Hilbert–Schmidt inner product does not play any distinguished role. Introducing a new Inner Product (19) and defining the corresponding -duality, we showed that if is generalized Schwarz, then its -dual is also generalized Schwarz.
The procedure proposed in the previous section enables one to define the following infinite series of covariant generalized Schwarz maps: let be such a map and define , where . It is, therefore, clear that one may define an infinite series of maps via
where , i.e., is -dual to . Evidently, each is a covariant generalized Schwarz map. Equivalently, the recurrent relation may be defined in terms of the matrix characterizing the map . One finds
with the following recurrent relations:
and parameters correspond to the map . Let be a closed convex set on the -plane constrained by the corresponding ellipses,
One obviously has
Note that due to , all pairs of Ellipses (30) intersect at .
Example 3.
To illustrate how this procedure works, let us consider a map characterized by
In Figure 1, we plot the corresponding pairs of ellipses for , , and . Note that ellipses corresponding to lie between ellipses of , and these of lie between ellipses of .

Figure 1.
(Color online) (left): ellipses of , (middle): ellipses of and , (right): ellipses of , , and . All ellipses intersect at .
Does a sequence of maps converge to some limiting map ? Simple analysis of recurrent Relations (29) leads to the following:
Proposition 4.
A sequence converges to a map characterized by
with
In Figure 2 we illustrate the convergence of ellipses corresponding to maps to the limiting ellipse corresponding to . Moreover, if the parameters and are real, then a limiting map is -selfdual (where ). One finds
and hence

Figure 2.
(Color online) A central light blue ellipse corresponds to the limiting map .
Remark 2.
Note that if , then
and hence . In particular, if is unital and self-dual, i.e., and , then for and hence .
Remark 3.
4. Discussion
The map characterized by is generalized Schwarz if and only if
where are defined in (34). Interestingly, both ellipses in (39) coincide and hence the asymptotic map is controlled by a single elliptic condition. Note that the above condition is invariant with respect to the following rescaling transformation:
with arbitrary . Let denote a convex set on the -plane constrained by (39). One has
for any . Taking , one finds
and hence both and the following symmetric matrix
give rise to the same asymptotic ellipse
It is, therefore, clear that the asymptotic ellipse depends only upon (, ).
5. Conclusions
We analyzed a class of Schwarz and generalized Schwarz maps in . A map dual (with respect to the standard Hilbert–Schmidt inner product) to a covariant Schwarz map is always generalized Schwarz. However, it is no longer true for generalized Schwarz map. We found it rather unsatisfactory and proposed a simple remedy. A generalized Schwarz map is no longer unital and hence the standard Hilbert–Schmidt inner product does not play any distinguished role. Introducing a new inner product (19) and defining the corresponding -duality we showed that if is generalized Schwarz then its -dual is also generalized Schwarz. This procedure gives rise to the whole infinite hierarchy of maps which are generalized Schwarz whenever is generalized Schwarz. It is shown that sequence converges to an asymptotic map which is generalized Schwarz if (44) holds.
It would be interesting to generalize this simple observation for other classes of maps, in particular to consider maps in with .
Funding
This work was supported by the Polish National Science Center project No. 2018/30/A/ ST2/00837.
Data Availability Statement
No new data were created or analyzed in this study.
Acknowledgments
I thank Bihalan Bhattacharya for discussions.
Conflicts of Interest
The author declares no conflicts of interest.
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