Abstract
We investigate the fundamental limitations imposed by thermodynamics for creating correlations. Considering a collection of initially uncorrelated thermal quantum systems, we ask how much classical and quantum correlations can be obtained via a cyclic Hamiltonian process. We derive bounds on both the mutual information and entanglement of formation, as a function of the temperature of the systems and the available energy. While for a finite number of systems there is a maximal temperature allowing for the creation of entanglement, we show that genuine multipartite entanglement—the strongest form of entanglement in multipartite systems—can be created at any finite temperature when sufficiently many systems are considered. This approach may find applications, e.g. in quantum information processing, for physical platforms in which thermodynamic considerations cannot be ignored.
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1. Introduction
Thermodynamics is intimately connected to information theory. In recent years, this connection has been explored and extended in the quantum world [1]. Making use of the concepts and tools of quantum information theory, this research line brought tremendous progress in our understanding of the thermodynamics of quantum systems, see e.g. [2–5]. Given the power of quantum information processing, it is natural to investigate the possibilities offered by quantum effects (such as coherence and entanglement) in the context of thermodynamics [6–15].
The main question explored in this work is the following: What is the thermodynamic cost of establishing classical and quantum correlations? Our goal here is to find what are the fundamental limitations imposed by thermodynamics for creating correlations.
Here we investigate these issues using a particularly simple model. We consider a collection of two (or more) uncorrelated systems, each initially in a thermal state and thermally isolated. In order to establish correlations between the systems we allow ourselves to perform any possible global unitary operation on them. Performing such a unitary will in general cost us some energy.
The first set of questions we seek to answer is how the temperature of the initial state limits the ability to create different types of correlations, starting with classical correlations in bipartite and multipartite systems, before moving onto bipartite entanglement and then different forms of entanglement in the multipartite case, including the strongest form—genuine multipartite entanglement (GME). In all cases we provide explicit protocols for generating correlations. For arbitrarily large initial temperatures one is able to produce classical correlations, i.e. there is no threshold temperature. For entanglement, in bipartite systems we find the threshold temperature for our protocols to successfully produce entanglement. Furthermore we show that even for GME the respective threshold temperature can be made arbitrarily large by considering a sufficiently large number of systems. We finally exhibit upper bounds on the threshold temperature, which show that our protocols perform almost optimally, achieving the same scaling behaviour as the bound.
After having established the bounds imposed by the temperature, we then move on to the question of how the available energy limits the correlations, by determining the maximal amount of correlation that can be created given access to a limited amount of energy. Here our focus is primarily on the bipartite setting, where we investigate optimal protocols for generating classical correlations and bipartite entanglement with limited energy.
In different thermodynamic settings, different types of correlations (e.g. between a demon and an engine, between catalysts, etc) have been shown to play a fundamental role within thermodynamics, being directly related to the very definition of accessible work and heat [2, 16–22]. Instead of the role of correlations between outside entities and a quantum system, we focus on the work cost of creating correlations within a closed quantum system. This is motivated by the fact that correlated quantum systems can serve as a resource for numerous information processing protocols and we want to study the impact of thermodynamic restrictions on information processing at the quantum scale.
These results demonstrate the limitations on creating correlations that arise from thermodynamics. We envisage therefore that they will be relevant for discussing quantum information tasks in physical systems where thermodynamic considerations cannot be ignored. Similar issues were raised in NMR [23, 24] and in connection with non-cyclic unitary dynamics of two particle entanglement [12, 15] and its work cost [12] in harmonic chains. From a more theoretical point of view, our results establish a link between fundamental resources of two theories: entanglement theory [25, 26] and the resource theory of thermodynamics [3, 4].
2. Framework
We consider a global system comprised of n initially uncorrelated d-dimensional quantum systems. Each system is taken to have the same (arbitrary) local Hamiltonian , and the same temperature . Hence the initial state of the global system is
and is the partition function. When discussing qubits we will denote by E the energy of the excited state and
the ground state probability. Allowing ourselves the use of arbitrary (global) unitaries U acting on the collection of systems (i.e., the global system), we want to characterize (i) what are the limitations imposed by the initial temperature on the available correlations (either classical or quantum) (ii) what is the energy cost W of creating correlations, where W is given by
where is the final state and is the total Hamiltonian. We end by noting that here, since we are interested in fundamental limitations arising from thermodynamics alone, we consider the most general operations possible, that of arbitrary global unitaries. We will discuss this point further in the conclusions, as well as the prospects of going beyond it in future work.
3. Limitations arising from the temperature
In the first half of this paper we will consider the question of how the temperature of the initial state affects the amount of correlation or entanglement that can be created. In particular, we will impose only the minimal requirement that the processing be a unitary one, and will not ask for further constraints, either in terms of the energy cost of the process, or the efficiency of the implementation. As such, the results presented here will constitute fundamental limits on the creation of correlations or entanglement which arise solely from the thermal nature of the initial states, and their corresponding temperature.
We will first consider the creation of correlations, both in the bipartite and multipartite settings, before moving on to the question of entanglement generation, again in both the bipartite and multipartite settings.
3.1. Correlations
3.1.1. Bipartite systems
Let us start by considering the case of a two qudit system, i.e. two d-level systems. Correlations between the two systems (which shall be referred to as A1 and A2) can naturally be measured using the quantum mutual information
where is the von Neumann entropy of system X.
The goal is then to find the the optimal unitary operation U such that has the maximal possible mutual information. Note first that initially , as the initial state factorizes. Thus, to create correlations, one must find a global unitary that increases the local entropies of , since the total entropy cannot change. Since for a d-level system the local entropy is upper bounded by , the maximal possible mutual information is upper bounded by
This bound can always be achieved, by making use of the following protocol, which amounts to rotating from the energy eigenbasis to the generalized Bell basis, i.e. to a basis of maximally entangled qudit states. In more detail, for all d one can define the unitary operators
with as generalizations of the (qubit) Pauli operators and . The Bell basis is then given by
where . Finally, we consider the operation given by
Since the initial state is a mixture of energy eigenstates, is a mixture of Bell states. Finally, since these all have maximally mixed marginals, i.e. , the bound (5) is achieved [28]. We end by noting that the maximally mixed state corresponds to the infinite-temperature thermal state . We shall see in the second half of the paper that when one has in addition a constraint on the energy, the optimal protocol produces thermal marginals, only there at lower temperatures.
Finally, we note that for all finite initial temperatures the mutual information that can be created between the two systems is non-zero, i.e. that one can produce correlations between them at arbitrary finite temperatures.
3.1.2. Multipartite systems
In the multipartite setting one can generalize the notion of mutual information by considering the difference between the sum of local entropies and the total entropy of the global system. That is, for a collection of n systems , we define the multipartite mutual information as
which vanishes only when the global system is a product state. Again, since the total entropy is conserved, to maximize this quantity one must maximize the sum of final local entropies after the protocol. The analogous upper bound
is seen to hold, and can again be achieved by rotating the energy eigenbasis to a basis of generalized GHZ states. Namely, one can define the basis by
where and the operation U given by
Again, since the final state of the global system is a mixture of generalized GHZ states, all of which have maximally mixed marginals (where denotes tracing over all systems except Ak) the bound is seen to be saturated. Finally, as long as the initial temperature is not infinite , then the bound is non-zero, and a finite amount of correlation can be created.
3.2. Entanglement
Having seen in the previous section that it is possible to create correlations in a multipartite thermal state starting at arbitrary temperatures in a mathematically easy fashion, we now move on to the more interesting question of creating entanglement. We will first look at the case of bipartite systems, where there is a single notion of entanglement, before moving on to multipartite systems, where there are a number of inequivalent notions of entanglement that we will study. In all cases we will restrict ourselves to the study of qubits.
3.2.1. Bipartite systems
We shall start our study of the bipartite case with the simplest possible scenario, involving two qubits. Although there is only a single notion of entanglement, one can nevertheless define many inequivalent measures of entanglement. Here for concreteness we will focus on the concurrence [29], which for pure states is the linear entropy of the reduced state of one party
where , and is extended to mixed states via the convex-roof construction
where the infimum is taken over all pure state decompositions . The concurrence is important as for qubits the convex roof can be analytically calculated and the entanglement of formation [29] is functionally related to it.
Crucially, for our purposes the problem of finding the state of maximal concurrence given only its spectrum was solved in [30, 31], which is an alternative way of phrasing the problem which we are interested in here. Moreover, it was shown that the optimal protocol not only maximizes the concurrence (and therefore the entanglement of formation), but also two other important measures of entanglement, the relative entropy of entanglement, and the negativity.
The protocol of [31] is easiest understood by decomposing it into a product of two unitaries, , where V1 is a CNOT gate
and V2 is a rotation in the subspace spanned by to maximally entangled states
Denoting by the eigenvalues of the initial state arranged in non-increasing order, the concurrence of the final state is given by
Applied to the case at hand, with we finally obtain
It follows therefore, that unlike when considering correlations, there is now a threshold temperature, (or equivalently a threshold ground-state population ), such that for all (or ) no entanglement can be created between the two qubits.
3.2.2. Multipartite systems
We now switch our attention to the multipartite setting. Here we will see that the limiting temperature below which one can create entanglement can be increased when several thermal qubits are jointly processed. Essentially, as more qubits are available, the global system contains larger energy gaps and thus subspaces with higher purity, which can then potentially be more easily entangled. To illustrate this point we can look at the example of two thermal qubits.The renormalized subspace spanned by constitutes a qubit with higher purity that the single thermal qubit and in multipartite systems we can make use of this by finding virtual two qubit subspaces with increased purity. In the following we make this intuition precise by studying the dependence of on the number of qubits n. At the same time, we study several classes of entanglement that naturally appear in the multipartite case including its strongest form: GME.
Entanglement in all bipartitions.
To start our discussion, we consider the case of n qubits and a straightforward generalization of the above two-qubit protocol. That is, we consider a rotation in the , subspace, of the form (16),
where . For a given bipartition (i.e. a partition of j qubits versus qubits), the concurrence in the final state can be conveniently lower bounded using the relation [32]
and due to the simple form of , these bounds are in fact tight [33]. Evaluating explicitly, we then obtain
which is independent of the bipartition, and given by
By demanding , we can characterize the smallest p, and thus the largest T, that allows for entanglement to be created simultaneously across all bipartitions, as a function of n. We find a linear scaling in n for this critical temperature ,
Hence it follows that for every finite temperature T, there exists a sufficiently large number of qubits n that still allows for entanglement creation across all bipartitions. We note also that if one used instead of concurrence the negativity across a bipartition, a straightforward calculation shows that the same bound is obtained.
Entanglement in a single bipartition.
The above protocol can be improved if the aim is to generate entanglement in a given single bipartition . As in the two-qubit protocol, the idea is to perform a permutation of the initial diagonal elements before applying the rotation (19). From expression (21), we see that the optimal permutation is the one where , and . In such a case, we a similar analysis to above leads to the limiting temperature, which, for large n is given by
Hence the threshold temperature for the creation of bipartite entanglement using this protocol is also linear in n (for high temperatures), but improves upon the above protocol in the constants. Thus for fixed n, one can generate entanglement across a single bipartition for slightly higher temperatures.
Genuine multipartite entanglement
GME is the strongest form of entanglement in multipartite systems. While entanglement across all partitions is a necessary requirement for GME it is by no means sufficient. A state ρ is GME iff it only admits decompositions of the form
where at least one is entangled in every possible bipartition. It follows that a necessary but not sufficient condition for GME is that ρ itself is entangled across every bipartition. This suggests that the previously considered protocol for generating entanglement in all bipartitions is a natural candidate to gain a first insight on the maximal temperature for GME creation.
After applying the unitary (19), the state is essentially a GHZ-state mixed with (diagonal) noise. For such a simple form, the techniques of [32, 35] give us necessary and sufficient conditions for the creation of GME [34], namely
This condition leads to a lower bound on the threshold temperature for creating GME, , which turns out to be asymptotically independent of n, and given by
where we added the suffix GHZ because the target entangled state of this protocol is a GHZ state. Moreover, as we show in the appendix, this result holds for all states whose density matrix features only diagonal and anti-diagonal elements, also known as X-states [34, 36].
Geniune multipartite entanglement II
Recall that there are many inequivalent types of multipartite entangled states and GHZ states only constitute one prominent class. In fact it is much more favorable to use protocols that target another type of entangled states, namely Dicke states [37]. An n-qubit Dicke state with k excitations is defined as:
where is a sum over all possible permutations. Besides being relevant for the theory of light–matter interaction, Dicke states are useful for various quantum information tasks [38], have been detected experimentally [39, 40] and have shown to be GME [41, 42].
By constructing a protocol that uses the state (28) as the target entangled state, we will show that the threshold temperature for generating GME is given by
The scaling is almost linear with n, which allows now for the creation of GME for an arbitrarily high temperature , by considering a sufficient number of qubits n. Moreover, the simple witnesses used to demonstrate GME are known not to be optimal in many cases [45] indicating the improvements might even be possible. Note that this result is quite counter-intuitive, as the complexity of the task we consider, entangling all qubits, increases with n. Furthermore, it is in stark contrast with the results obtained above for the GHZ class, and thus indicates that different types of entanglement behave in a very different manner.
Let us now sketch the idea of the protocol for creating Dicke type entanglement; all details are in appendix
with . This concludes the protocol leading to (29) (see the appendix for detailed computations).
The fact that the creation of Dicke type GME is so much more favorable can be understood intuitively by recalling that Dicke states are in general much more robust to noise compared to GHZ states [43, 44]. Notice also from (29) that it is most favorable to create entanglement in the first excited subspace, where the Dicke state becomes the well-known W state.
Upper bounds and discussion
So far, we have investigated explicit protocols, which allowed us to place lower bounds on the threshold temperature that still allows for the creation of entanglement. To study the limitations imposed by a thermal background it is essential to also find upper bounds on the maximal temperature. For that purpose, a first approach is to use results on the geometry of quantum states. In particular, it is known that the maximally mixed state is always surrounded by a ball of finite size that contains only separable states, and it is possible to place lower bounds on the radius of such a ball [46, 47]. By applying these results we obtain an upper bound that scales exponentially with n. Therefore, there is an exponential gap between lower and upper bounds, thus making this approach essentially useless for large n.
The results from [46, 47] are useful for any state, as long as it is sufficiently close to the identity, whereas here we are concerned with a very particular form of states, namely those states with a thermal spectrum. This information can be used to obtain better upper bounds. Indeed, the following theorem was proven in [48]: let have eigenvalues , then
By taking , this criterion applies to any qubit versus qudit bipartition of the n-qubit thermal system we considered. Furthermore, notice that this condition amounts to calculating the concurrence in a specific subspace, which happens to be exactly the purest one we used in the protocol leading to (24). Hence that protocol is optimal for generating entanglement in any qubit versus qudit bipartition. While the possibility to obtain a better in a qudit versus qudit bipartition remains open, this criterion does yield upper bounds for and 6 , obtaining
Therefore we obtain upper bounds on (23) and (29) that also scale linearly with n, showing that this scaling between the maximal temperature and the number of qubits is a fundamental property, and that our protocols perform close to optimal for entanglement and GME generation at high temperatures. The results are summarized in figure 1.
The problem of the attainable entanglement in the unitary orbit of mixed states has been considered in the context of nuclear magnetic resonance (see [23] and references therein). The best protocol in [23] obtains precisely the scaling (23), improving on protocols based on algorithmic cooling [50] and effective pure states [49]. Our result (24) provides a tighter bound on the minimal temperature required for entanglement generation, and the upper bound derived from [48] gives evidence that it is tight7 . We also studied the minimal temperature for GME, finding a surprising positive scaling with the number of qubits. Our results thus provide bounds on the number of required qubits to generate entanglement and GME at finite temperature, while showing that in the asymptotic limit generation of entanglement and GME is possible at any temperature.
4. Energy cost
We can associate to every operation U a work cost W, given in (3), which corresponds to the external energy input. Regardless of the operation U, the invested work is always positive because the initial state is in thermal equilibrium, i.e., . This naturally raises the following question: what is the minimal work cost of correlating thermal states? Or, equivalently, what is the maximal amount of attainable correlations when the energy at our disposal, , is limited? In this section we address these questions, both for total correlations and entanglement, in the unitary orbit of thermal states (i.e., optimizing over all global unitaries U).
4.1. Correlations
In analogy with the previous section, let us start by considering the case of a two qudit system, i.e. two d-level systems. The goal is now to maximize , as defined in (4), over all global unitaries constrained by .
Note first that initially , as the initial state factorizes. Now, to create correlations, we must apply a global unitary that will increase the local entropies of , since the total entropy will clearly not change. Recalling that the thermal state maximizes the entropy of a system with fixed average energy (see, for example, [27]), we find that
where is chosen such that . Hence in order to obtain correlations at minimal energy cost, one should look for a protocol such that the local states of are thermal states at equal temperature. That is, the optimal unitary satisfies
This unitary effectively heats up the system locally, while the global system preserves its entropy. In the appendix (first section) we construct , thus reaching the bound (33), for Hamiltonians with equally spaced energy levels and for arbitrary Hamiltonians if the temperature difference is big enough. In figure 2 we illustrate our results for two qubits and for various values of . Finally, notice that expression (33) recovers the case of maximal correlations, (33), in the limit , with a corresponding work cost
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Standard image High-resolution imageThese results are easily extendible to the multipartite case. The generalized mutual information (9) is maximized (for a given energy cost) by those unitaries that satisfy (34) for every local state.
4.2. Entanglement
4.2.1. Bipartite systems
Next we derive the minimal cost of creating entanglement for the simplest case of two qubits. Consider first the case T = 0, i.e. . If the state is pure, entanglement can be measured by the entropy of entanglement, which is simply given by the local entropy of the state. The problem at hand is thus equivalent to the maximization of the mutual information, so the same reasoning can be used here8 . In particular, the optimal unitary, in (34), can be generated by a rotation in the , subspace. From this we find the relation
Moving to non-zero temperature, finding the optimal unitary is no longer straightforward. Nevertheless the problem can be attacked from two directions. First, we maximize C numerically, with respect to all possible unitaries, for a given cost W. Second, we use an ansatz protocol, inspired by the optimal unitaries to achieve Cmax in (17). These unitaries have the form of first rotating in the subspace of and , followed by rotating in the subspace of and . Our ansatz is to optimise over such unitaries, now a much simpler optimization over the two unknown angles (one for each rotation). The results are presented in figure 3, where the solid line shows the result of the full optimization and the dashed line shows the results of the ansatz. We see that when there is no restriction on the amount of available energy W, then our ansatz protocol performs optimally. However, this is not the case when W is limited. Note that the amount of energy required to reach is decreasing as T increases, shown in inset (a), where we also see that for low temperatures (), we can generate essentially one Bell state of two qubits, i.e. . Moreover, for any , there is a minimal amount of energy required for generating entanglement, shown in inset (b). This is because some energy is always needed to leave the set of separable states,when starting from thermal product states.
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Standard image High-resolution image4.2.2. Multipartite systems
Quantification and characterization of multipartite entanglement is still a highly active field of research (see e.g. [26]). The main challenge is a consistent quantification of multipartite entanglement in operational terms. It seems that this task may not be as easy as in bipartite systems where in the LOCC paradigm entanglement can be quantified by a unique resource. Here we circumvent this issue by studying a measure independent question: what is the energy cost of transforming a thermal state into an entangled one, either GME or entangled in all bipartitions.
The work cost associated to the unitary (19) is easily computed to be
By inserting in (37), one obtains that the cost to leave the separable set (for this particular protocol) is exactly
which is exponentially small in n. This shows that having more qubits not only opens the possibility to generate entanglement at a higher temperature, but also reduces the energy cost of leaving the separable set. An exponential decrease of the work cost with n is also found for the other protocols for GME generation in the multipartite setting (see appendices). The reason behind this behavior is that the considered protocols only act on particular subspaces, whose population becomes negligible in the limit of large n. This also implies that the amount of generated entanglement decreases with the number of qubits. Interestingly, in the multipartite setting, even a small amount of entanglement might be enough to obtain a substantial quantum advantage. In particular, in the field of quantum computation, for a computational speed up (in pure states) entanglement is required across every bipartition [51, 52], but the actual amount can be polynomially small in the system's size [53] 9 . Therefore, our protocols for multipartite entanglement generation are not only interesting from a fundamental point of view—as they set fundamental bounds on the maximal temperatures—but might find applications in the field of quantum computation.
Finding protocols that generate a substantial amount of entanglement and GME at high temperatures remains as an important future direction, as this would give a bigger resistance to noise and is important for other applications of GME, such as metrology [54].
5. Conclusion
We have explored the interrelation between two of the most prominent resource theories at the quantum scale: quantum thermodynamics and entanglement theory. At first we have investigated the impact of imposing entropy constraints arising in thermodynamics on the creation of correlations and entanglement, both in bipartite and multipartite settings. We have worked out fundamental limitations in terms of upper bounds to entangleability, providing necessary conditions for enabling quantum information processing in an unavoidably noisy environment. Furthermore we introduced explicit protocols, and showed that these upper bounds can be (in some cases approximately) reached. In the multipartite setting we studied the advantage of having more systems at one's disposal, providing an explicit route to overcoming some of the fundamental limitations.
In a second step we have worked out the energy cost of creating correlations and entanglement, further highlighting the intricate interplay between quantum effects and thermodynamic resources. In the bipartite setting we managed to provide explicit protocols that quantify an upper bound to the work cost of creating a bit of correlation or an e-bit (a fundamental unit of entanglement). We showed that extending the protocols to the multipartite case one can create the strongest form of entanglement at exponentially small energy costs. The introduced protocols serve as ultimate bounds on the possibilities of information processing in scenarios where thermodynamic considerations can not be ignored.
An interesting open question is the possible implementation of the present protocols in a realistic scenario, which will impose additional restrictions on the class of allowed operations, due to the unconstrained complexity of our introduced protocols. Nevertheless, note that any general unitary can be approximated arbitrarily well in the form of a quantum circuit, involving only single system unitaries and nearest neighbour interactions (gates), with only a small number of distinct interactions required. We leave for future research the exploration of such circuit decompositions, or other physical implementations of our protocols. Another path to pursue is to work out the relation also for interacting systems. Here interacting thermal states are typically already entangled at low temperatures (which can also be witnessed by measuring the average energy [56, 57]). One would expect prior correlations to have a profound impact on the work cost of establishing definite amounts of entanglement, strongly depending on the type of interaction chosen. Such questions could complement our approach and provide a route to circumvent the fundamental limitations we have just presented for non-interacting systems.
Acknowledgments
We would like to acknowledge productive discussions with John Calsamiglia, Daniel Cavalcanti, Paul Erker, Alex Monras and Andreas Winter. MH acknowledges funding from the MarieCurie grant N302021 'Quacocos', MPL from the Severo Ochoa program, KVH from the Spanish FIS2010-14830 project, NB from the Swiss National Science Foundation (grant PP00P2_138917), PS from the Marie Curie COFUND action through the ICFOnest program, AA the ERC CoG grant QITBOX. Part of this work was supported by the COST Action MP1209 'Thermodynamics in the quantum regime'. Parts of it were also carried out at the Quantum Information 2013 conference at Benasque (Spain) and at the Information theoretic approaches to thermodynamics conference at The Institute for Mathematical Sciences, NUS (Singapore).
Appendix.
A.1. Mutual information in the unitary orbit of thermal product states
In this appendix we prove that for equal energy spacings () any local temperature lies in the unitary orbit of thermal product states at temperature T. Furthermore this proof provides a constructive protocol that in this context reaches any amount of mutual information at minimal possible energy cost. Furthermore for general Hamiltonians this protocols provides a means to reach any sufficiently larger T' (for an exact condition see below) at minimal energy cost. First let us adopt the following convenient notation for the eigenvalue distribution of the marginal , which is sufficient for our purposes as the thermal states will always just be diagonal in the energy eigenbasis. The general idea of the protocol that follows is that the global unitary should induce a doubly stochastic transformation M on the marginal probability vector, while ensuring that no coherences are created in any subsystem. First we decompose the marginal vectors as
with and . It will be useful to consider again the following generalized Bell states
with . Now it is straightforward to see that rotating in the subspaces spanned by ensures that every diagonal element that can be created by these rotations is being traced over. Unitarity ensures that rotations in the subspaces Si induce a doubly stochastic transformation of the diagonal part of the density matrix in this subspace. Now all that is left is to observe that the probabilities in the decomposition of the subsystems correspond exactly to the rotations in the subspaces spanned by the maximally entangled states defined before, i.e.
where each Mi is a doubly stochastic matrix. Now we can use the symmetry of the initial state, i.e. , and define a target doubly stochastic matrix M that should describe the transformation of both marginals. Since the vector is equal for both marginals it is evident that already takes the first part out of the picture without restricting the generality of stochastic transformations. In general if every doubly stochastic matrix is equal, i.e. and commutes with all , i.e. is a circulant matrix, it is evident (due to ) that both subsystems' probability vector will just be transformed by M. In other words it is easily achievable to transform the subsystems probability distribution by any doubly stochastic matrix that commutes with all cyclic permutations, i.e. a circulant matrix.
The final question is thus whether circulant doubly stochastic transformations of the form are sufficient to reach any temperature, i.e. ? Obviously starting from one can reach all temperatures via choosing and from any β one can reach the infinite temperature distribution via for all i.
To address this question to its fullest extent we will first construct a general convex sum of cyclic permutations that achieves this general task and then check whether all coefficients are positive. We require that
For sake of simplicity we will first define such that the condition is simplified to
A set of solving this equation system is given by
From this explicit form we can easily find negative coefficients and thus prove that circulant matrices are insufficient to reach any arbitrarily higher temperature. On the other hand we immediately see from very simple geometric considerations that for a sufficiently high difference in temperatures circulant matrices are always sufficient. Since the original probability vector is linearly independent from all its cyclic permutations and all of them are equally far in Euclidean distance from the infinite temperature distribution we can study the convex cone with as extremal rays. Since all of the extremal rays share the same distance to the center ray (infinite temperature), we know that a sufficient condition for circulant matrices to achieve the higher temperature Boltzmann distribution is simply given by the minimal distance from the central ray to all faces of the cone. This is always easily calculable for any energy distribution and gives a sufficient condition on for this protocol to work.
Furthermore we can use the explicit solution to find Hamiltonians for which this protocol always works. One important example is equal energy spacing between the different levels, i.e. . In this case the explicit solution for the is given as
which is positive for all k due to the fact that , i.e. we have derived a protocol that delivers the maximally possible amount of mutual information at minimum energy costs for all Hamiltonians with equal energy spacing (and thus qubits as a special case).
A.2. The energy cost and scaling of the W-state protocol
Given an n-qubit thermal state we here find the asymptotic behaviour of the maximal temperature TGME that allows to unitarily create GME in the ensemble with the W-state protocol and also calculate the energy cost of the protocol. Here , where and is the Boltzmann weight. If the eigenvectors corresponding to the first excited level of the total Hamiltonian are and the ones corresponding to the second excited level are , then the measure we use has the form [55]
where and .
In short, the W-state protocol is the maximization of over all such unitary operations that generate non-diagonal elements only in the eigensubspace of the first excited level (which we denote by ). These unitaries can be represented as , where Π is a permutation operation on the initial state and U is a general unitary living in . As this representation suggests, we divide the optimization procedure in two steps: (i) maximization over Us for a given Π, and (ii) maximization over Πs. After Π acts, the state becomes and its projection on we denote by . Now, the operation U will act only on and take it to and since U is unitary, the traces of and will be the same. Therefore, we can rewrite (A.10) as
This shows that the maximization of over U is reduced to the maximization of over U. To find this maximum, we first observe that due to the unitarity of U, ; whence
We now relax for the moment the constraint that and are unitarily connected and only require that and . Here we again divide the optimization in two steps: (1) maximize with fixed and (2) maximize the latter. Now we notice that
- (1)The maximum is reached for and therefore .
- (2)From (A.12), the maximum for is reached when is minimal. Since is fixed, the minimum for is reached when all , i.e., .
Finally
and on this maximum, has the following form:
Obviously, being obtained in less restrictive conditions, (A.13) upper-bounds the sought . Nevertheless, one can prove, that for suitably chosen the matrix in (A.14) can always be unitarily reached from . The proof is slightly more involved and is conducted by first proving the statement for n = 3 by explicitly calculating the corresponding phases (only one phase is necessary to adjust there) and then proving the statement by induction for any n.
Now, having done the maximization over U, we turn to finding the Π with largest
where we have plugged (A.13) in (A.11). The quantity λ is defined above as the sum of the squares of the normalized elements of . Therefore, it is never bigger than 1 which implies that in the limit, in (A.15) will be non-negative only if . On the other hand, choosing a bigger α and smaller elements in the eigensubspace of the second excited level (which we denote by ) and on the ground state will also make bigger. To fulfil all this we choose Π so that it takes the smallest element of Ω, , to the ground state, the biggest one, pn, to . The rest of elements in are chosen so that they are significantly smaller than pn. We will take them to be all equal (so that they keep α as big as possible) and to be with some k that will be discussed later on. Also, we will choose the elements in to be with some m that is small and independent of n. At this point we do not know which exact choice of k and m will maximize , but fortunately the existing information about them is enough to deduce the asymptotic behavior we need.
With above described Π we have
So, to have , must . With this condition and some algebraic manipulations employing Taylor expansions, we arrive at the following asymptotic expansion:
where and is always since and k and m are positive. With this, we rewrite (A.17) as
Having in mind that and explicitly indicating the dependence of k and T (and hence v) on n we obtain from (A.18) the asymptotic condition of the positivity of in the following form:
From formula (A.19) it is now obvious that to maximize TGME, kn has to be as small as possible. So, whatever the kn and m delivering the maximum are, they are finite numbers independent of n. Therefore,
Finally the energy input required for such a scaling can simply be calculated from the prior permutations Π alone, as all subsequent rotations are performed in a degenerate subspace. Adding the cost of all the permutations above gives the rather cumbersome formula for the energy cost of the W-state protocol as
which while seemingly complicated due to the numerous required permutations still remains exponentially small in n for any .
The W-state is but an element of a larger set of Dicke states. Correspondingly, our W-state protocol can be straightforwardly generalized to Dicke state protocols. First, let us introduce the m excitation Dicke states for n qubits:
where are the subsets of consisting of m elements, , and the summation runs over all possible s. Accordingly, the Dicke state protocol is the one when one is allowed to create non-diagonal elements only in —the subspace spanned by s. In that case, the GME witness is as follows [55]:
where the set is the collection of all possible with and such that the intersection contains elements. As is straightforward to check, has elements. is a permutation operator which, acted on some , swaps the parts of the vectors corresponding to so that it takes first vector to and the second one to ; e.g., (see [55] for more detailed explanations).
As above, the idea is to maximize over all unitaries U acting in and permutations Π. Again, for a fixed Π one has to maximize , but since does not run over all non-diagonal elements the form (A.14) may not necessarily be the optimal one. Nevertheless, since finding maximum of the sum of absolute values of the part of non-diagonal elements of a matrix appears to be a formidable task, we will use the form (A.14) as an ansatz. In what follows we will show that the asymptotic behavior for following from this ansatz is very close to the optimal one. As in the previous case, the permutation delivering the optimal asymptotics will be the one that puts pn and (with finite but sufficiently big) in and fills and with some (with sufficiently big and finite l). With this, after simple manipulations we arrive at
So the condition for the presence of GME, reduces to10
whence we obtain
implying that
for large n.
Now, returning to the question of how close to the optimal this scaling is, let us observe that the maximum for is given by with N in this case being (see (A.14) and the reasoning preceding it). This value for is not necessarily unitarily achievable from the initial diagonal state but is clearly an upper bound for it. Proceeding as above with this ansatz we obtain
showing that the initial ansatz (A.14) is quite reasonable and that in any case for all m.
A.3. Protocols using X-states
Given a set of n thermal qubits, , in this section we study the limitations for entanglement creation with unitary transformations of the form:
where in the energy eigenbasis takes the form
with , and to ensure that is positive and normalized (see [32] for details). A relevant example of an X-like matrix is
where . As shown in [32], the GME n-qubit states of the form (A.30) can be computed by the genuine multipartite concurrence
where .
We wish to maximize (A.32) over all U acting on (A.29). The initial state, , has no off-diagonal terms in the energy eigenbasis. It is then advantageous to apply a unitary operation that only generates one off-diagonal term. Indeed, creating off-diagonal terms results into a stochastic transformation of the diagonal terms, thus increasing the wi term in (A.32) while the term depends only on the largest off-diagonal term. On the other hand, given two diagonal elements ai, bi of , the biggest off-diagonal term that can be generated by a unitary operation is , which is obtained by a rotation to the corresponding Bell states. Therefore, the optimal protocol can be thought as a combination of:
- (i)Rotate two diagonal elements to Bell states in order to maximize in (A.32).
- (ii)Permute the rest of diagonal elements to minimize wi in (A.32). This is implemented by setting the elements in decreasing order (in , having product of biggest with smallest, second biggest with second smallest, etc).
Step 1 is optimized by acting on the ground state and the most excited state. On the other hand, the thermal state is already ordered to optimize Step 2. The first step leads to ; and since , we obtain that . In the limit of large n, one easily obtains that .
The previous optimization was done in two steps (first maximizing zi and then minimizing wi). Arguably this is not the optimal approach, as doing a bit worse in step 1 can have a global benefit. While this being true, one can easily convince themself that the differences are of , and thus essentially rotating the ground state with a very excited state and then optimally permuting the rest of diagonal elements, will always lead to . Any other unitary creating X-states from thermal states can not perform better.
Footnotes
- 5
That is, eigenvalues with population with in the asymptotic limit.
- 6
Recall that the presence of entanglement in every bipartition is a necessary condition for GME.
- 7
Recall that this upper bound only applies for qubit versus qudit bipartitions.
- 8
Note that the concurrence and the convex roof extended entropy of entanglement are related via a bijective function for two qubits.
- 9
This translates to density matrices through the convex roof: if every possible decomposition requires at least one element that is entangled across all partitions we can conclude that the classical simulation will be hard and the dynamics of the system non-trivial (while it is not at all clear whether this is necessary it is at least sufficient).
- 10
At this point we use the fact that as