Lindbladian purification
Christian Arenz, Daniel Burgarth, Vittorio Giovannetti, Hiromichi, Nakazato, Kazuya Yuasa

TL;DR
This paper extends the concept of Hamiltonian purification to open quantum systems by constructing Lindbladians that become commutative in an extended space, enabling control of otherwise inaccessible dynamics through frequent measurements.
Contribution
It introduces a method to make Lindbladians commutative in an extended space and demonstrates how frequent measurements can recover original dynamics, broadening control over open quantum systems.
Findings
Lindbladians can be made commutative with an auxiliary system.
Frequent non-selective measurements recover original dynamics.
Nonaccessible systems can become accessible through this method.
Abstract
In a recent work [D. K. Burgarth et al., Nat. Commun. 5, 5173 (2014)] it was shown that a series of frequent measurements can project the dynamics of a quantum system onto a subspace in which the dynamics can be more complex. In this subspace even full controllability can be achieved, although the controllability over the system before the projection is very poor since the control Hamiltonians commute with each other. We can also think of the opposite: any Hamiltonians of a quantum system, which are in general noncommutative with each other, can be made commutative by embedding them in an extended Hilbert space, and thus the dynamics in the extended space becomes trivial and simple. This idea of making noncommutative Hamiltonians commutative is called "Hamiltonian purification." The original noncommutative Hamiltonians are recovered by projecting the system back onto the original…
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Lindbladian purification
Christian Arenz
Institute of Mathematics, Physics, and Computer Science, Aberystwyth University, Aberystwyth SY23 2BZ, UK
Frick Laboratory, Princeton University, Princeton NJ 08544, US
Daniel Burgarth
Institute of Mathematics, Physics, and Computer Science, Aberystwyth University, Aberystwyth SY23 2BZ, UK
Vittorio Giovannetti
NEST, Scuola Normale Superiore and Istituto Nanoscienze-CNR, I-56126 Pisa, Italy
Hiromichi Nakazato
Department of Physics, Waseda University, Tokyo 169-8555, Japan
Kazuya Yuasa
Department of Physics, Waseda University, Tokyo 169-8555, Japan
Abstract
In a recent work [D. K. Burgarth et al., Nat. Commun. 5, 5173 (2014)] it was shown that a series of frequent measurements can project the dynamics of a quantum system onto a subspace in which the dynamics can be more complex. In this subspace even full controllability can be achieved, although the controllability over the system before the projection is very poor since the control Hamiltonians commute with each other. We can also think of the opposite: any Hamiltonians of a quantum system, which are in general noncommutative with each other, can be made commutative by embedding them in an extended Hilbert space, and thus the dynamics in the extended space becomes trivial and simple. This idea of making noncommutative Hamiltonians commutative is called “Hamiltonian purification.” The original noncommutative Hamiltonians are recovered by projecting the system back onto the original Hilbert space through frequent measurements. Here we generalize this idea to open-system dynamics by presenting a simple construction to make Lindbladians, as well as Hamiltonians, commutative on a larger space with an auxiliary system. We show that the original dynamics can be recovered through frequently measuring the auxiliary system in a non-selective way. Moreover, we provide a universal pair of Lindbladians which describes an “accessible” open quantum system for generic system sizes. This allows us to conclude that through a series of frequent non-selective measurements a nonaccessible open quantum system generally becomes accessible. This sheds further light on the role of measurement backaction on the control of quantum systems.
I Introduction
Noncommutativity is one of the key features of quantum mechanics. The order in which operations and/or measurements are performed influences the outcomes of an experiment. In particular in the Lie-theoretical approach to quantum control theory LieTheoryQuantumC the noncommutativity plays an important role. The goal of quantum control is to steer a quantum system to realize a desired transformation on it by shaping classical time-dependent fields ControlRev . Here the noncommutativity of the generators associated with the control fields influences the complexity of the resulting dynamics. For instance, for two commuting Hamiltonians and , which can be switched on and off by external control fields, the resulting unitary evolution is just equivalent to the one generated by a linear combination of and . On the contrary, by properly concatenating transformations induced by two noncommuuting Hamiltonians one can produce effective evolutions associated with generators which are linearly independent of the original ones, enabling the system to explore more “directions.” For a finite-dimensional closed quantum system , the set of effective evolutions that can be implemented in this way is formed by the unitaries of the Lie group generated by the dynamical Lie algebra associated to the set of control Hamiltonians , i.e., the real vector space spanned by all possible linear combinations of the elements of and their iterated commutators LieTheoryQuantumC ; AccessibilityandControl ; BookDalessandro . Accordingly a close system characterized by a control set is said to be fully controllable if includes all possible unitary transformations on , or equivalently, if the dynamical Lie algebra spans the whole operator algebra of , this last property of being also referred to as accessibility.
When it comes to open quantum systems, the characterization of the reachable (realizable) operations, as well as the associated notion of controllability, becomes more complicated since the allowed operations do not possess a group structure and the notion of dynamical generators is typically lost OpenQSC3 ; OpenQSC1 . A partial exception is provided by the subset of Markov processes which are equipped with a semigroup structure and admit the notion of dynamical generators, i.e., the super-operators of Gorini-Kossakowski-Lindblad-Sudarshan (GKLS) form KurniawanThesis ; Kurniawan (Lindbladians in the following). Still also in this case determining which dynamics can be activated by controlling a given collection of Lindbladians is a difficult unsolved problem. One would be tempted to tackle it by studying the Lie algebra generated by and the corresponding Lie group . However, at variance with the closed system scenario, linear combinations and commutators of elements of will in general produce super-operators which are no longer allowed dynamical generators (e.g., they cannot be cast in the GKLS form), or said it differently, will include transformations which are unphysical. Furthermore, even for the elements of which are physically allowed, it is in general not clear if it would be possible to implement them by simply playing with the control fields. In view of these facts for open quantum systems one distinguishes the physical notion of controllability, i.e., the ability of using and the classical fields which activate them to perform all physically allowed quantum transformations, from the weaker notion of accessibility, which in this case corresponds to have equal to whole Lie algebra generated by arbitrary Lindbladians. In the following, we will refer to this as the ‘GKLS algebra’ noting however that it contains many elements which are not of GKLS form. Differently from the closed quantum system case, it is indeed possible that a control set is accessible but not controllable. Still studying the accessibility of a collection of Lindbladians is a well posed mathematical problem, which can also shed light on the controllability issue, with accessibility being a necessary condition for controllability. Furthermore accessibility implies that the reachable set has non-zero volume and therefore has physical relevance: the short time dynamics explores a high dimensional space and is therefore of high complexity.
It turns out that almost all control sets are accessibile KurniawanThesis . Analogously to the case of closed systems, the key ingredient of this result can be identified with the noncommutativity of the elements of . But what about models where includes only mutually commutating Lindbladians? Is there a way to expand their algebra to cover the full GKLS algebra? For close quantum systems it has been observed that one can substantially change the dimension of the dynamical Lie algebra through frequently observing a part of the system DanielZeno , or by tampering it with a strong dissipative process that exhibits decoherence-free subspaces FullcontrolNoise (the gain being exponential in some cases). As a matter of fact, on the basis of the quantum Zeno effect PascazioFacchi1 , starting with a set of commuting control Hamiltonians , noncommutativity can be enforced through frequently projecting out part of the system onto a subspace where accessibility and hence full controllability is achieved. Also it has been observed that the projection trick can be reversed: specifically, starting from a set of noncommuutative Hamiltonians one can construct a new set formed by commutative elements on an extended Hilbert space which under projection reduces to the original one. This mechanism was studied in great detail in HamiltonianPurification , where, borrowing from the notion of purification of mixed quantum states NielseChuang , the term Hamiltonian purification was introduced.
One may then ask whether a similar procedures can be applied to the algebra of a set of Lindbladians, namely, if it is possible to enlarge by means of some projection mechanisms and, on the contrary, if Lindbladian purification is always achievable. In this article we address these issues showing that indeed any set of Lindbladians can be “purified,” i.e., can be made commutative with each other, by embedding them in a larger space (note that the term “pure” was already used in Lindblad for Markovian generators in a slightly different way). To this end, we need to employ a different scheme from those for the Hamiltonian purification introduced in HamiltonianPurification , since the naive application of the latter trivially violates some structural properties of GKLS generators (more details in the following). Our construction allows one to make Lindbladians and Hamiltonians commutative on an extended space by means of an auxiliary system, which, through frequent non-selective measurements, yields the original noncommutative dynamics. Moreover, we present a universal pair of Lindbladians that generate the full GKLS dynamical Lie algebra for generic system sizes, the analysis providing us with a short and elementary proof of the generic accessibility KurniawanThesis . Applying hence the Lindbladian purification procedure to such a universal set we then show that almost all open systems become accessible, even though their generators are commutative with each other, by performing frequent non-selective measurements on a part of the system.
This article is organized as follows. Along the lines of HamiltonianPurification we begin in Sec. II by reviewing the definition of Hamiltonian purification and presenting an explicit construction for purifying an arbitrary number of Lindbladians and Hamiltonians. In Sec. III we consider the accessibility of controlled master equations. Concluding remarks are given in Sec. IV, and some details on the derivation of the projected dynamics and the proof of accessibility are provided in the Appendices.
II Lindbladian purification and non-selective Zeno measurements
To begin with we first review the definition of Hamiltonian purification HamiltonianPurification . Suppose that we have control Hamiltonians, which are switched on and off to steer a -dimensional quantum system . Let be the set of the control Hamiltonians acting on the Hilbert space of , and be a corresponding set of Hamiltonians acting on an extended Hilbert space of dimension , which includes as a proper subspace. We call a purifying set of if all the elements of commute with each other,
[TABLE]
and they are related to those from through
[TABLE]
with being the projection onto . For a generic set consisting of linearly independent Hamiltonians it can be shown HamiltonianPurification that there always exists an where the minimal dimension of the extended Hilbert space is bounded above by . For instance for the case with Hamiltonians and , Proposition 1 of Ref. HamiltonianPurification states that a purifying set can be constructed on with an auxiliary single qubit Hilbert space , the purifications and the projector being
[TABLE]
[TABLE]
with , , and the Pauli and the identity operators of the auxiliary qubit, respectively. The mapping can finally be realized through the quantum Zeno effect PascazioFacchi1 ; ref:QZS by frequently monitoring the extended system via a von Neumann measurement which projects the system onto , i.e.,
[TABLE]
The question arises if an analogous construction can be extended to the case of Lindbladians. Specifically consider a set of GKLS generators operating on a target system ,
[TABLE]
with and being the Hamiltonian and dissipator contributions, i.e., the super-operators
[TABLE]
being the Lindblad operators acting on the Hilbert space of . We ask whether if it is possible to associate with a purifying set formed by GKLS generators possibly acting on an extended system, which are mutually commuting, i.e.,
[TABLE]
from which one can recover the original elements via a projective mapping that should mimics (5) (in the above expressions we used the symbol “” to indicate the composition of super-operators).
A natural guess for identifying and the projective mapping would be to simply transporting the purification schemes of Ref. HamiltonianPurification at super-operator level, or equivalently, to represent the s as operators in Liouville space ROY and then simply applying to them the Hamiltonian purication scheme. This simple trick however does not work because, for instance, mapping as (3) will take positive operators into non-positive one, hence spoiling one fundamental property of GKLS generators. Another problem comes from the fact that for Markovian open systems described by Lindbladians, the quantum Zeno effect, which as we have seen is responsible for the implementation of the mapping , does not take place: a Markovian system can leak from one subspace specified by the projection operator belonging to a measurement outcome even in the limit of infinitely frequent projective measurements. In spite of these issues however a Lindbladian purification scheme can be obtained with the following simple construction:
A purifying set can always be constructed by introducing an auxiliary Hilbert space of dimension and identifying the Hamiltonians and the Lindblad operators of the purifying element as
[TABLE]
with being an orthonormal basis for .
Obviously through such a construction the operators and commute with each other for different trivially ensuring the requirement (9). Regarding the analog of (5) we focus on non-selective projective measurement Schwinger ; SchwingerB operating on the auxiliary system, i.e., the completely positive and trace preserving (CPTP) mapping of the form
[TABLE]
given in terms of a complete set of orthonormal projection operators corresponding to measurement outcomes and satisfying and . Notice that if we perform of such non-selective measurements at regular time intervals during the evolution driven by a Lindbladian , the system will evolve according to the CPTP transformation
[TABLE]
which in the limit of converges to
[TABLE]
where is the identity map and where we used the idempotent property of (11). Equation (13) can also be derived following a pertubative approach with a strong amplitude-damping channel inducing the projection Zanardi1 ; Vittorio ; Zanardi2 . In our construction Eq. (13) is the formal counterpart of the Zeno limit (5): it shows that alternating the dynamics induced by a GKLS generator with induces on the system an evolution which can be effectively described in terms of an effective dynamical generator described by the projected super-operator . It should be stressed that this last is not in GKLS form, i.e., it is not a Lindbladian. Indeed it acts as a proper Lindbladian only within the subspace specified by the super-projector , but the map itself is not CPTP (an explicit example of this fact is provided in Appendix A). Still we are going to identify (13) with the mechanism that yields the original Lindbladians expressed in the form (6)–(8) from their purified counterparts of with (10). For this purpose we assume the projectors in (11) to be of the form
[TABLE]
where is an orthonormal basis for the auxiliary Hilbert space which is chosen to be mutually unbiased MUTU against the orthonormal basis used for the purification (10). Then as shown in Appendix B one can verify that under the transformation (13) a generic density operator for the original system, obtained by taking the trace over the auxiliary Hilbert space , evolves according to
[TABLE]
recovering hence the original dynamics generated by the unpurified Lindbladian .
III Accessibility
We now turn our attention to the question on how frequent non-selective measurements can enrich the algebra of a Markovian open quantum system described by a collection of controlled generators. Specifically we shall focus on systems driven by master equations of the form
[TABLE]
where the super-operator is provided by a constant dissipative part represented by Lindblad operators , and by a time-dependent Hamiltonian term with
[TABLE]
being classical control fields that can be operated to switch on and off control Hamiltonians . This corresponds to having a control set consisting of a drift (unmodulated) term
[TABLE]
that includes both the dissipative part and the Hamiltonian contribution , and of the set of Hamiltonian control generators
[TABLE]
As already mentioned in the introduction, for a closed quantum system, i.e., without the dissipative part , the algebra associated with (i.e., the set of all real linear combinations and iterated commutators of these elements, drift term included) will fully characterize the set of unitary operations that can be implemented through shaping the control functions . For an open quantum system described by the master equation (16), instead, only characterizes the accessibility of the system. For a detailed analysis of the general structure of and simple examples, we refer to KurniawanThesis . Here we focus instead on studying how the purification mechanism can influence the dimension of . In particular we shall see how a set of commutative Lindbladians can be turned into a new set of noncommuutative Lindbladians which grant accessibility to the full GKLS algebra via the projection through frequent measurements.
To show this we start by showing that it is possible to identify a set formed by just a pair of Lindbladians whose algebra spans the full GKLS algebra. We therefore first prove that the pair
[TABLE]
with
[TABLE]
where
[TABLE]
does the job, namely, every possible Lindbladian can be generated by linear combinations and iterated commutators of (20) and (21). We only sketch the main steps here, whereas the details can be found in Appendix C. In the following we also use the notations
[TABLE]
We first note that terms of the form commute with the dissipative part and according to SIdentification we can generate every element in with the Lie algebra of hermitian matrices. Using with being the unitary group, we can get
[TABLE]
for any . Now we consider unitaries that act as for and . We numerically verified that, from , thus created together with for all Hamiltonians having support on , all the operators of the form
[TABLE]
can be generated. Doing the same for different quartets we are able to provide linearly independent operators (28) for all . Since any Lindbladian can be written in the Kossakowski form as a linear combination of those operators, it means that every Lindbladian can be generated through iterated commutators and linear combinations of the pair of generators in (20) and (21). Given that this specific pair of Lindbladians is accessible, it then follows from the standard argument (see, e.g., DanielZeno ) that almost all pairs are. This was shown previously in a more abstract way by Kurniawan KurniawanThesis .
Now that we have found a pair that describes an accessible quantum system in arbitrary dimensions, we can make them commutative using a two-dimensional () auxiliary Hilbert space, i.e., we can purify them to
[TABLE]
Obviously on the extended Hilbert space the Lie algebra associated with the set is just two-dimensional, , and the system is not accessible. If we perform frequent non-selective projective measurements on the auxiliary system described by the superprojector (11) with , where are defined at the end of Sec. II, the original dynamics is recovered as (15) and the system becomes accessible. The existence of such a specific setup allows us to conclude DanielZeno that almost all open quantum systems become accessible by Zeno measurements.
IV Conclusions
We have generalized the work HamiltonianPurification on Hamiltonian purification by establishing a new and simple purification scheme for Lindbladians, which is also applicable to Hamiltonians. Given Lindbladians, they can be made commutative by adding an -dimensional auxiliary system to extend the Lindblad operators with hermitian projectors that form an orthonormal basis for the auxiliary space. Through the projection by Zeno measurements for semigroup dynamics the original possibly noncommutative dynamics can be recovered by frequently measuring the auxiliary system in a non-selective way. Moreover, we have proven that the pair of Lindbladians (20) and (21) describes an accessible open quantum system for generic system sizes, which tells us that generally a nonaccessible open quantum system is turned into an accessible one by frequent non-selective measurements. The model has also potential applications in simulating an arbitrary Markovian open system dynamics OpenSySim ; OpenSySim2 by steering it through control fields.
Clearly, the presented purification scheme also works for observables and density operators, although, except for the partial trace, an operational way that allows us to recover the original observables and states is not known to us. Since the noncommutativity is a unique feature of quantum mechanics, and in fact it was argued in Herschclassical1 ; Herschclassical2 that the noncommutativity distinguishes between quantum and classical mechanics, it is tempting to say that every quantum system can be made classical by purifying it to a larger space.
Acknowledgements.
We like to thank John Gough for fruitful discussions. This work was supported by the Top Global University Project from the Ministry of Education, Culture, Sports, Science and Technology (MEXT), Japan. DB acknowledges support from EPSRC grant EP/M01634X/1. KY was supported by the Grant-in-Aid for Scientific Research (C) (No. 26400406) from the Japan Society for the Promotion of Science (JSPS) and by the Waseda University Grant for Special Research Projects (No. 2016K-215). HN was supported by the Waseda University Grant for Special Research Project (No. 2016B-173).
Appendix A Projected Lindbladians
As an example of the fact that the projected counterpart of a Lindbladian does not generate proper quantum dynamics, consider for instance the case where describes a qubit amplitude damping with fixed point (this is characterized by a null Hamiltonian term and a unique Lindblad operator ) and where the transformation is the dephasing map NielseChuang associated with the canonical qubit base, i.e.,
[TABLE]
Accordingly for an arbitrary density matrix we have
[TABLE]
while on the contrary
[TABLE]
which in general is not a valid state.
Appendix B Derivation of the Projected Dynamics
We start by noticing that given a generic non-selective transformation as in (11) and the unitary generator with Hamiltonian , the following identity holds
[TABLE]
where . Similarly, given a dissipator characterized by Lindblad operators we have
[TABLE]
with . Assume next and as those associated with the Lindbladian with (10), and as in (14). Since is mutually unbiased with respect to the following identity holds,
[TABLE]
with generic phases, and hence
[TABLE]
Inserting these into (34) and (35) we then obtain
[TABLE]
that is
[TABLE]
where is the super-operator
[TABLE]
with indicating the partial trace over the auxiliary system and being the identity operator on the associated Hilbert space.
In order to prove (15) let us now focus on the evolution induced by CPTP map in (13) associated with the th element of on a generic density matrix of the joint system , i.e., . We are interested in the dynamics of the reduced density matrix of , i.e.,
[TABLE]
By taking the first derivative with respect to and using (42) we obtain
[TABLE]
which finally yields the thesis
[TABLE]
by noticing that
[TABLE]
Appendix C An Accessible Pair of Lindbladians
Here we show that the pair of Lindbladians in (20) and (21) generates an accessible system. We use the notations (23)–(26). First of all, we show that commutes with the dissipative part of in (20). Using an identity Shai
[TABLE]
we have
[TABLE]
For it trivially vanishes, while for we get , where we have used . This commutativity implies that we can generate every (see SIdentification ) and thus every for any . Taking unitaries for and , we have
[TABLE]
We numerically verified that all the operators of the form (28) for can be obtained by linear combinations of and with different and on . The same argument applies to any quartets , and all the operators of the form (28) for all are available. Then, every Lindbladian can be given as a linear combination of those operators, i.e.,
[TABLE]
with some coefficients .
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1(1) G. Dirr and U. Helmke, Lie Theory for Quantum Control, GAMM-Mitt. 31 , 59 (2008).
- 2(2) J. S. Glaser, U. Boscain, T. Calarco, P. C. Koch, W. Köckenberger, R. Kosloff, I. Kuprov, B. Luy, S. Schirmer, T. Schulte-Herbrüggen, D. Sugny, and K. F. Wilhelm, Training Schrödinger’s Cat: Quantum Optimal Control, Eur. Phys. J. D 69 , 279 (2015).
- 3(3) D. L. Elliott, Bilinear Control Systems: Matrices in Action (Springer, Heidelberg, 2009).
- 4(4) D. D’Alessandro, Introduction to Quantum Control and Dynamics (Chapman & Hall/CRC, Boca Raton, FL, 2008).
- 5(5) G. Dirr, U. Helmke, I. Kurniawan, and T. Schulte-Herbrüggen, Lie-Semigroup Structures for Reachability and Control of Open Quantum Systems: Kossakowski-Lindblad Generators Form Lie Wedge to Markovian Channels, Rep. Math. Phys. 64 , 93 (2009).
- 6(6) C. O’Meara, G. Dirr, and T. Schulte-Herbrüggen, Illustrating the Geometry of Coherently Controlled Unital Open Quantum Systems, IEEE Trans. Autom. Control 57 , 2050 (2012).
- 7(7) I. Kurniawan, Controllability Aspects of the Lindblad-Kossakowski Master Equation: A Lie-Theoretical Approach , Ph.D. thesis, Bayerischen Julius-Maximilians-Universität Würzburg, Würzburg, 2009.
- 8(8) I. Kurniawan, G. Dirr, and U. Helmke, in Proc. 19th Int. Symp. Math. Theory Networks Syst. (MTNS 2010), Budapest, Hungary (Budapest, 2010), pp. 2333–2338.
