Abstract
We treat control of several two-level atoms interacting with one mode of the electromagnetic field in a cavity. This provides a useful model to study pertinent aspects of quantum control in infinite dimensions via the emergence of infinite-dimensional system algebras. Hence we address problems arising with infinite-dimensional Lie algebras and those of unbounded operators. For the models considered, these problems can be solved by splitting the set of control Hamiltonians into two subsets: the first obeys an Abelian symmetry and can be treated in terms of infinite-dimensional Lie algebras and strongly closed subgroups of the unitary group of the system Hilbert space. The second breaks this symmetry, and its discussion introduces new arguments. Yet, full controllability can be achieved in a strong sense: e.g., in a time dependent Jaynes–Cummings model we show that, by tuning coupling constants appropriately, every unitary of the coupled system (atoms and cavity) can be approximated with arbitrarily small error.
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1. Introduction
Exploiting controlled dynamics of quantum systems is becoming of increasing importance not only for solving computational tasks or quantum-secured communication, but also for simulating other physical systems [1–6]. An interesting direction in quantum simulation applies many-body correlations to create 'quantum matter', e.g., ultra-cold atoms in optical lattices are versatile models for studying large-scale correlations [6, 7]. Tunability and control over the system parameters of optical lattices allows for switching between several low-energy states of different quantum phases [8, 9] or in particular for following real-time dynamics such as the quantum quench from the super-fluid to the Mott-insulator regime [10].
Thus manipulating several atoms in a cavity is a key step to this end [11] at the same time posing challenging infinite-dimensional control problems. While in finite dimensions controllability can readily be assessed by the Lie-algebra rank condition [12–16], infinite-dimensional systems are more intricate [17]. As exact controllability in infinite dimensions seemed daunting in earlier work [18–21], it took a while before approximate control paved the way to more realistic assessment [22–24], for a recent (partial) review see, e.g., also [25] and references therein.
Here we explore systems and control aspects for systems consisting of several two-level atoms coupled to a cavity mode, i.e. the Jaynes–Cummings model [26–29]. We build upon our previous symmetry arguments [30, 31] and moreover, we apply appropriate operator topologies for addressing two controllability problems in particular: (i) to which extent can pure states be interconverted and (ii) can unitary gates be approximated with arbitrary precision. In particular by treating the latter, we go beyond previous work, which started out by a finite-dimensional truncation of a two-level atom coupled to an oscillator [32] followed by generalizations to infinite dimensions [33–35] both being confined to establishing criteria of pure-state controllability. Note that [35] also treats one atom coupled to several oscillators. Yuan and Lloyd [34] show that by induction over an appropriate finite-dimensional truncation, one obtains full controllability, where the dimensions can be made arbitrarily large. To complete the argument, however, here we provide explicit convergence analysis in the strong operator topology.
The general aim of this paper is twofold: on the one hand we study control problems for atoms interacting with electromagnetic fields in cavities. On the other hand, we address quantum control in infinite dimensions. Therefore, the purpose of section 2 is to provide enough material for a non-technical overview on the second subject in order to understand the results on the first (where the difficulties come from). Mathematical details are postponed to sections 4 and 5, while results on cavity systems are presented in overview in section 3.
2. Controllability
The control of quantum systems poses considerable mathematical challenges when applied to infinite dimensions. Basically, they arise from the fact that anti-self-adjoint operators (recall that according to Stoneʼs theorem (see VIII.4 in [36]), they are generators of strongly continuous, unitary one-parameter groups) do neither form a Lie algebra nor even a vector space. Or seen on the group level, the group of unitaries equipped with the strong operator topology is a topological group yet not a Lie group. So whenever strong topology has to be invoked, controllability cannot be assessed via a system Lie algebra. Thus in these cases we address the challenges on the group level by employing the controlled time evolution of the quantum system in order to approximate unitary operators, the action of which is measured with respect to arbitrary, but finite sets of vectors. This is formalized in the notion of strong controllability (see section 2.3) introduced here as a generalization of pure-state controllability already discussed in the literature. Central to our discussion are Abelian symmetries. Assuming that all but one of our Hamiltonians observe such an Abelian symmetry, we systematically analyze the infinite-dimensional control system in its block-diagonalized basis. We obtain strong controllability (beyond pure-state controllability) if one of the Hamiltonian breaks this Abelian symmetry and some further technical conditions are fullfilled.
2.1. Time evolution
We treat control problems of the form
where the with are self-adjoint control Hamiltonians on an infinite-dimensional, separable Hilbert space and the controls are piecewise-constant control functions. Since is infinite-dimensional, the operators are usually only defined on a dense subspace called the domain of , the only exceptions being those which are bounded. However, in this context, control problems where all are bounded are not very interesting from a physical point of view. In other words, there is no way around considering those domains and many difficulties of control theory in infinite dimensions arises from this fact 3 .
We will also assume that equation (1) will have unique solutions for all initial states and all times t. So for each pair of times there is a unitary propagator , where denotes time ordering. Observe that this condition is usually not satisfied, not even if the share a joint domain of essential self-adjointness. Fortunately, the systems we are going to study do not show such pathological behavior. Yet, a minimalistic way to avoid this problem would be to restrict to control functions where only one is different from 0 at each time t. In this case the propagator is just a concatenation of unitaries which are guaranteed to exist due to self-adjointness of the .
2.2. Pure-state controllability
A key-issue in quantum control theory is reachability: given two pure states , , we are looking for a time and control functions such that . In infinite dimensions, however, this condition is too strong, since there might be states which can be reached only in infinite time, or not at all. Yet, one may find a reachable state 'close by' with arbitrary small control error. Therefore we will call ψ reachable from if for all there is a finite time and control functions such that holds. Accordingly, we will call the system (1) pure-state controllable, if each pure state ψ can be reached from one (and, by unitarity, also vice versa).
Since pure states are described by one-dimensional projections, two state vectors describe the same state if they differ only by a global phase. Hence the definition just given is actually a bit too strong. There are several ways around this problem, like using the trace norm distance of and rather then the norm distance of ψ and . For our purposes, however, the most appropriate method is to assume that the unit operator on is always among the control Hamiltonians. This may appear somewhat arbitrary, but it helps to avoid problems with determinants and traces on infinite-dimensional Hilbert spaces, which otherwise would arise.
2.3. Strong controllability
Next, the analysis shall be lifted to the level of operators, i.e. to unitaries U from the group of unitary operators on the Hilbert space such that a time and control functions exist with . As in the last paragraph, this has to be generalized to an approximative condition again. The best choice—mathematically as well as from a practical point of view—is approximation in the strong sense: we look for unitaries U such that for each set of (not necessarily orthonormal or linearly independent) vectors and each , there exists a time and control functions such that
In other words, we are comparing U and only on a finite set of states, and the worst-case error one can get here is bounded by . We will call the control system (1) strongly controllable if each unitary U can be approximated that way. (NB: in strong controllability, one again has the choice of one single joint global phase factor.)
Clearly, strong controllability implies pure-state controllability. To see this, choose an arbitrary but fixed . For each , there is a unitary U with . Hence strong controllability implies .
2.4. The dynamical group
Strong controllability is concept-wise related to the strong operator topology (see VI.1 in [36]) on the group of unitary operators on . To this end, consider the sets
They form a neighborhood base for the strong topology, and we will call them (strong) -neighborhoods. The condition in equation (2) can now be restated as: any -neighborhood of U contains a time-evolution operator for appropriate time T and control functions . In turn, this can be reformulated as: U is an accumulation point of the set of all unitaries . The set of all accumulation points of (which contains itself) is a strongly closed subgroup 4 of , which we will call the dynamical group generated by control Hamiltonians with . If we choose the controls as described in subsection 2.1 (i.e. piecewise constant and only one different from zero at each time), is just the smallest strongly closed subgroup of that contains all for all and all . Note that it contains in particular all unitaries that can be written as a strong limit s-. In finite dimensions, can be calculated via its system algebra, i.e. the Lie algebra generated by the , since each can be written as for an .
In infinite dimensions, however, several difficulties can occur. First, unbounded operators are only defined on a dense domain . The sum is therefore only defined on the intersection and the commutator even only on a subspace thereof. There is no guarantee that contains more than just the zero vector. In this case, the Lie algebra cannot even be defined.
The minimal requirement to get around this difficulty is the existence of a joint dense domain D, i.e. and for all j. However, even then we do not know whether can be generated from in terms of exponentials. In general, it is impossible to define some for all .
There are several ways to deal with these problems. One is to consider cases where the generate (i) a finite-dimensional Lie algebra and admit (ii) a common, invariant, dense domain consisting of analytic vectors [18, 20]. In this case the exponential function is defined on all of , and we can proceed in analogy to the finite-dimensional case. The problem is that the group will become a finite-dimensional Lie group and its orbits through a vector are finite-dimensional as well. Hence, we never can achieve full controllability. This approach is well studied; cf [18, 20] and references therein.
Another possibility which includes the possibility to study an infinite-dimensional Lie algebra is to restrict to bounded generators . In this case, one can define as a norm-closed subalgebra of the Lie algebra of bounded operators, and one ends up with a Banach-space theory which works almost in the same way as the finite-dimensional analog; cf [38] for details. Although this is a perfectly reasonable approach from the mathematical point of view, it is not very useful for physical applications, since in most cases at least some of the are unbounded.
In this paper, we will thus consider a different approach which splits the generators into two classes. The first d −1 generators admit an Abelian symmetry and can be treated—with Lie-algebra methods—along the lines outlined in the next subsection. Secondly, the last generator breaks this symmetry and achieves full controllability with a comparably simple argument. The details will be explained in sections 4 and 5.
2.5. Abelian symmetries
One way to avoid the problem arising from unboundedness of the control Hamiltonians (as described in the last subsection) is to study control systems admitting symmetries. In this section, we will only sketch the structure, while the details are postponed to section 4.
Let us consider the case of a -symmetry 5 , i.e. a (strongly continuous) unitary representation of the Abelian group on where denotes the group of unitaries on . It can be written in terms of a self-adjoint operator X with pure point spectrum consisting of (a subset of) as . If we denote the eigenprojection of X belonging to the eigenvalue as (allowing the case if μ is not an eigenvalue of X) we get a block-diagonal decomposition of in the symmetry-adapted basis as
and we can rewrite again as . Here we will make two assumptions representing substantial restrictions of generality:
- (i)All eigenvalues of X are of finite multiplicity, i.e. the are finite-dimensional. This is crucial for basically everything we will discuss in this paper.
- (ii)All eigenvalues of X are non-negative. This assumption can be relaxed at certain points (e.g. all material in section 4.1 can be easily generalized). However, it helps to simplify the discussion at a technical level and all examples we are going to consider in the next section are of this form.
The first important consequence of (i) concerns the space of finite particle vectors
since it becomes (due to finite-dimensionality of ) a 'good' domain for basically all unbounded operators appearing in this paper. Moreover one gets the following theorem:
Theorem 2.1. Consider a strongly continuous representation π of on and the corresponding charge-type operator X. Then the following statements hold:
- (i)A self-adjoint operator H commuting with X admits as an invariant domain, i.e. and . Hence the space is a Lie algebra with the commutator as its Lie bracket.
- (ii)The exponential map is well defined on and maps it onto the strongly closed subgroup of , i.e. the centralizer of in .
- (iii)The subalgebra generated by a family of Hamiltonians is mapped by the exponential map into the dynamical group of the corresponding control problem. The strong closure of coincides with .
The basic idea behind this theorem, is that one can cut off the decomposition (4) at a sufficiently high μ without sacrificing strong approximations as described in subsection 2.3. One only has to take into account that the cut-off on μ has to become higher when the approximation error decreases. This strategy allows for tracing a lot of calculations back to finite-dimensional Lie algebras. We will postpone a detailed discussion of this topic—including the proof of theorem 2.1—to section 4.
The only additional material one needs at this point, since it is of relevance for the next section, is a subgroup of and its corresponding Lie algebra which relates unitaries with determinant one and their traceless generators. Since the are unbounded and not necessarily positive, it is difficult to give a reasonable definition of tracelessness, and the determinant of runs into similar problems. However, the elements of and are block diagonal with respect to the decomposition of given in (4). In other words and are infinite sums of operators 6 , where , , and denotes the projection onto the X-eigenspace . Since all the and are operators on finite-dimensional vector spaces, one can define
Obviously, is a (strongly closed) subgroup of and is a Lie subalgebra of . The image of under the exponential map therefore coincides with . Note that is effectively an infinite direct product of groups , if and not the 'special' subgroup of .
2.6. Breaking the symmetry
To get a fully controllable system, one has to leave the group , which can be thought of as being represented as block diagonal, see figure 1(a). To this end, we have to add control Hamiltonians that break the symmetry. There are several ways of doing so, and a successful strategy depends on the system in question (beyond the treatment of the symmetric part of the dynamics captured in theorem 2.1). Here, we will present a special result which covers the examples discussed in the next section. The first step is another direct sum decomposition of , where , with are projections onto the subspaces and should satisfy . Let in the following denote the set of positive integers and define . Hence for we can introduce the projections which we require to be non-zero. For the exceptional case the relation should hold. Futhermore we write for the overlap of and which can (in contrast to ) be equal to zero for all μ. The are projections onto the subspaces satisfying .
Definition 2.2. A self-adjoint operator H with domain D(H) is called complementary to X, if there exists a decompositon as defined above such that:
- (i)and for all .
- (ii)and for all we have . The corresponding operator is a partial isometry with as its source and as its target projection.
- (iii)Given the projection and the corresponding subspace . The group generated by with and those which commute with acts transitively on the space of one-dimensional projections in .
At first sight, the definition may look somewhat clumsy, but it allows for proving a controllability result which covers all examples we are going to present in the next section. We will state them here without a proof and postpone the latter to section 5.
Theorem 2.3. Consider a strongly continuous representation with charge operator X and a family of self-adjoint operators on . Assume that the following conditions hold:
- (i)commute with X.
- (ii)The dynamical group generated by contains .
- (iii)The operator is complementary to X.
Then the control system equation (1) with Hamiltonians is pure-state controllable.
Theorem 2.4. The control system (1) is even strongly controllable if in addition to the assumptions of theorem 2.3 the condition holds for at least one .
3. Atoms in a cavity
An important class of examples that can be treated along the lines described in the last section are atoms interacting with the light field in a cavity. We will discuss the case of M two-level atoms interacting with one mode in detail and consider three particular scenarios: one atom in section 3.1, individually controlled atoms in section 3.2, and atoms under collective control in section 3.3.
3.1. One atom
Let us start with the special case M = 1, i.e. one atom and one mode as discussed in a number of previous publications mostly on pure-state controllability [34, 35, 39]. Our results go beyond this, in particular because we are considering strong controllability not just pure-state controllability. The Hilbert space of the system is given by
and the dynamics is described by the well known Jaynes–Cummings Hamiltonian [26]:
where with are the Pauli matrices (), denote the annihilation and creation operator, and is the number operator. The joint domain of all these Hamiltonians is the space
with as canonical basis and as number basis (Hermite functions).
We will assume that the frequencies , and can be controlled independently (or at least two of them) such that we get a control system with control Hamiltonians where corresponding to the lower half (1 atom) of the energy diagram in figure 1(b), where we adopt the widely used convention of forcing the atom (spin) state to be of 'higher' energy than to compensate for negative Larmor frequencies, see, e.g., the note on p 144 in [11]. The task is to determine the dynamical group . To this end, we use the strategy described in subsection 2.5, which follows in this particular case closely the exact solution of the Jaynes–Cummings model [26]. The charge-type operator (determining the block structure) then takes the form
again with D from (11) as its domain, which in this case turns out to be identical to the space of finite-particle vectors. The operator is diagonalized by the basis . It is convenient to relabel these vectors in order to get
In this basis, we have and the subspaces from (4) become
for and for . The space of finite-particle vectors turns out to be identical with the domain D from (11).
It is easy to see that the operators from equation (10) commute with , and therefore we get . A more detailed analysis, as will be given in section 4, shows that and generate , and therefore we get according to theorem 2.1:
Theorem 3.1. The dynamical group generated by with from equation (10) coincides with the group defined in (6).
To get a fully controllable system, apply theorem 2.4 to see that one has to add a Hamiltonian which breaks the symmetry. A possible candidate is
so that transitions within the two-level system can be driven by in the sense of x-pulses. If we define the spaces as , , and the operator becomes complementary to , which can be easily seen since , , and . Hence, according to theorem 2.3, the control system with Hamiltonians of equations (9, 10)
is pure-state controllable 7 , and we are recovering a previous result from [34, 35, 39]. However, with our methods we can go beyond this and prove even strong controllability. Theorem 2.4 cannot be applied since for all μ, but the analysis of section 5 will lead to an independent argument.
Theorem 3.2. The control problem (1) with Hamiltonians and from equation (16) is strongly controllable.
Hence any unitary U on can be approximated by varying the control amplitudes and in the Hamiltonian of (9) plus flipping ground and excited state of the atom in terms of (with strength )—both in an appropriate time-dependent manner. The approximation has to be understood in the strong sense as described in equation (2).
Finally, note that theorem 3.2 implies that one can simulate (again in the sense of strong approximations) any unitary operating on the cavity mode alone. One only has to find controls such that ≈ for a finite set of states of the cavity (and an arbitrary auxiliary state ϕ of the atom).
3.2. Many atoms with individual control
Next, consider the case of many atoms interacting with the same mode, and under the assumption that each atom (including the coupling with the cavity) can be controlled individually. Such a scenario is relevant for experiments with ion traps, if the number of ions is not too big as have been studied since [40–42]. The Hilbert space of the system is
where M denotes the number of atoms. We define the basis where , , , and the canonical basis with . The control Hamiltonians become
where and . As before, a and denote annihilation and creation operator. The joint domain of all these operators is
with the basis as defined above. As depicted by the red parts in figure 1, all the are invariant under the symmetry defined by the charge operator
where denotes again the number operator and D from (19) is the domain of . The eigenvalues of are and the eigenbasis is given by
In this basis, becomes and the eigenspaces are with . From now on, one may readily proceed as for one atom to arrive at the following analogy to theorem 3.1:
Theorem 3.3. The dynamical group generated by with from equation (18) coincides with the group of unitaries commuting with .
To get strong controllability, one has to add again one Hamiltonian. As before a -flip of one atom is sufficient (see the blue parts in figure 1), and
is complementary to with given by , , . Obviously, all the conditions of theorem 2.4 are satisfied such that one gets
Theorem 3.4. The control problem (1) with and from (18) and (22) is strongly controllable.
As a special case of this theorem, one can approximate any unitary U acting on the atoms alone, i.e. , by applying theorem 3.4 to . That is, one can simulate U only by operations on one atom and the interactions with the harmonic oscillator. This is used in ion-trap experiments and is known as 'phonon bus'.
3.3. Many atoms under collective control
Now one may modify the setup from the last section by considering again M atoms interacting with one mode, but assuming that one can control the atoms only collectively rather than individually. In other words instead of the Hamiltonians and with from equation (18) one only has their sums
where and , combinded with the free evolution
of the cavity. As before, all operators are defined on the domain D from (19). Note that one readily recovers the original setup from subsection 3.1 with Pauli operators replaced by pseudo-spin operators . The multi-atom analogue of the Jaynes–Cummings Hamiltonian, which can be formed from the just defined, is called Tavis–Cummings Hamiltonian [27, 28].
All the Hamiltonians in equations (23) and (24) are invariant under the -action generated by of equation (20). However, this is not the only symmetry, since all these are also invariant under the permutation of the atoms. Therefore, one may no longer exhaust the group as in theorem 3.3 (since the following operators cannot be reached: those commuting only with but not also with permutations of the atoms). A minimal modification is to restrict the states of the atoms to spaces on which permutation-invariant unitaries operate transitively 8 . The most natural choice is the symmetric tensor product i.e. the Bose subspace of . The preferred basis of is with and the projection from onto the symmetric subspace . In other words is the unique, pure, permutation-invariant state with ν atoms in the excited state and ones in the ground state . Therefore, can be identified with the Hilbert space of a (pseudo-)spin- system. Its basis , with becomes the canonical basis. Combining this with for the cavity one gets as the new Hilbert space of the system.
All the operators defined above ( and ) can be restricted to (and in slight abuse of notation we will re-use the symbols after restriction) and their domain becomes
which is just the projection of D from (19), i.e. . The eigenbasis of now takes the form where and . For the -eigenspaces, we get again and
Now one can proceed as in the previous cases: The operators are (as operators on ) invariant under the action generated by and therefore elements of . However, one still cannot exhaust all of (or ). One only gets:
Theorem 3.5. The dynamical group generated by the operators from equations (23) and (24) is a strongly closed subgroup of . For each unitary and each we can find an element such that holds for all .
In other words: as long as the charge μ is fixed, one can still approximate any , but if one considers superpositions of different charges this is no longer the case, i.e. there are and such that holds for all . We have checked the latter explicitly with the computer algebra system Magma [43] for the case M = 2. To circumvent this problem, one has to add control Hamiltonians. Unfortunately, it seems that one has to add quite a lot. The best result we have got so far is to replace the operators from equations (23) and (24) by
The operators with commute with and generate (as we will see in section 4.4) the Lie algebra . In addition we have which is complementary to with Hilbert spaces , , as well as . Note that we get an example for definition 2.2 with a non-trivial . Now one can apply theorems 2.1 and 2.4 to get the analogues of theorems 3.1 and 3.2:
Theorem 3.6. The dynamical group generated by with from equation (27) coincides with the group of unitaries commuting with .
Theorem 3.7. The control problem (1) with and for from (27) is strongly controllable.
To be able to control all diagonal traceless operators , with is a very strong assumption. Unfortunately, a detailed analysis including computer algebra indicates that we cannot recover theorem 3.7 with fewer resources.
4. A Lie algebra of block-diagonal operators
The purpose of this section is to re-discuss Abelian symmetries and to provide technical details (in particular proofs) we omitted in sections 2 and 3. To this end, we re-use the notations already introduced in section 2.5. In particular, the Abelian symmetry induces a block-diagonal decomposition which, in infinite dimensions, allows for defining a block-diagonal Lie algebra and its exponential map onto a block-diagonal Lie group; see propositions 4.1 and 4.2. We identify the set of all block-diagonal unitaries reachable by block-diagonal time evolutions in proposition 4.4 as the strong closure of exponentials of block-diagonal Lie algebra elements. A central result is corollary 4.6, in which the question of controllability for the block-diagonal system of infinite dimensions is reduced to analyzing controllability for all finite-dimensional blocks. Using finite-dimensional commutator calculations one can now establish controllability on the infinite-dimensional but block-diagonal space for each of the three control systems analyzed.
4.1. Commuting operators
The first step is a closer look at the Lie algebra and the corresponding group introduced in theorem 2.1 (which we will prove in this context). To this end, let us start with a unitary U commuting with the representatives , i.e. for all . This is equivalent to for all with given a sequence of unitaries on the μ-eigenspaces of X. Similarly one can consider a self-adjoint H with domain D(H) commuting with X. By definition 9 this means the spectral projections of H commute with the , which is equivalent to
with a sequence of self-adjoint operators on the eigenspaces and the as defined above. The are finite-dimensional, and therefore the are bounded. Hence the unboundedness of H is inherited only from the unboundedness of the sequence of norms . So it is easy to see that all elements of are analytic for H and therefore becomes a domain of essential self-adjointness for H (i.e., H is uniquely determined by its restriction to as a consequence of Nelsonʼs analytic vector theorem, see theorem X.39 of [44]). Accordingly, we will denote (in slight abuse of notation) the self-adjoint operator H and its restriction to by the same symbol. This proves very handy when introducing, on the set of anti-self-adjoint operators commuting with X, the structure of a Lie algebra by for , , and . The linear combination and the commutator are defined only on the joint domain but since they are essentially self-adjoint on it, their self-adjoint extensions exist and are uniquely determined. This proves the first statement of theorem 2.1, which we restate as follows:
Proposition 4.1. A self-adjoint operator H commuting with X admits as an invariant domain of essential self-adjointness. The space
becomes a Lie algebra with the commutator as its Lie bracket.
Since all are anti-self-adjoint, they admit a well-defined exponential map . Boundedness of the together with equation (28) allows to express very explicitly. More precisely one has
and . This shows that is well-defined and onto as stated in theorem 2.1, which we are now ready to prove:
Proposition 4.2. The exponential map on is well-defined and given in terms of equation (31). It maps onto the strongly closed subgroup
Proof. The only statement not yet proven is the closedness of . To this end, we have to show that for any net strongly converging to a bounded operator U we have . As we have for all λ. Due to strong continuity of the map and the convergence of the to U it follows that . Hence U decomposes into a strongly converging series with , and for each fixed μ we get . Since is finite-dimensional, the nets converge in norm and therefore which implies . □
Note that we actually proved more than what we stated. A strongly convergent sequence (or net) of elements of cannot converge to an isometry which is not unitary as well. Hence is strongly closed as a subset of —and not only as a subset of as generally is the case (cf corresponding remarks in section 2.4).
The remaining statements in this subsection are devoted to the dynamical group generated by a family of self-adjoint operators . Recall that we have introduced it as the smallest strongly closed subgroup of containing all unitaries of the form . If the are commuting with X, i.e. , then the group is a subgroup of , and the simple structure of the latter makes explicit calculations at least feasible. In the following, we show how is related to the Lie algebra generated by the . To this end, we need some additional notations. For each , , and , let us consider
The operators and act on the finite-dimensional Hilbert space . Therefore all operator topologies coincide and we can apply the well-known finite-dimensional theory. The dynamical group (generated by with ) becomes a closed subgroup of the unitary group , which is a Lie group. Hence is a Lie group, too, and its Lie algebra is generated by with . Now, the crucial point is that one can approximate the infinite-dimensional objects and by the finite-dimensional and . To see this, the first step is the following lemma.
Lemma 4.3. Consider the Lie algebras and (with ) generated by and , respectively. Each element can be written as for some element .
Proof. Since , it is equal to a linear combination of repeated commutators containing the elements with . However, is generated by and it contains the same commutators yet with replaced by . Hence one can form a linear combination Q such that as stated.□
Moreover, we now have the tools to prove the relation between the Lie algebra and the dynamical group already stated in theorem 2.1.
Proposition 4.4. Consider again and the Lie algebra generated by them. Then the corresponding dynamical group coincides with the strong closure of .
Proof. Each can be written as the limit of a net of operators , which are monomials in with with appropriate times . This implies in particular that the commute with for all z, and, by continuity, the same is true for U. Hence , and for each we can define which is the limit of the net . The latter converges in norm (since is finite-dimensional), and therefore . This implies with as is a Lie group and its Lie algebra.
For U to be in the strong closure of , each strong -neighborhood of U, i.e. the sets introduced in equation (3), should contain an element of for all and all . However, the unitary group is contained in the unit ball of , and thus it is sufficient to consider only those with vectors from a dense subspace of ; cf I.3.1.2 in [45]. Hence, in turn, it is sufficient to consider only neighborhoods with . But then there is a such that for all . Now take the operator from the last paragraph and with , which exists due to lemma 4.3. By construction we have = = = since , as was also seen in the previous paragraph. Hence which shows that U is in the strong closure of . This shows that the dynamical group is contained in the strong closure of .
Conversely, consider for . We have to show that is in the dynamical group . To this end we observe, for each , that , which is obviously in . Hence there is a with which is -close (in norm) to . As in the last paragraph, this implies that is in provided for all . Hence is in the strong closure of the group of monomials in the , but this is just the dynamical group . Since is strongly closed, the strong closure of is contained in , too. Since we have shown the other inclusion before, the entire proposition is proven.□
Moreover, with this proposition the proof of theorem 2.1 is complete. The rest of this subsection is devoted to analyzing a related question: if, in finite dimension, two Lie algebras generate the same group, then they are actually identical. However, in infinite dimensions this is no longer true. Therefore, the next proposition is meant to decide if dynamical groups generated by two different sets of Hamiltonians do in fact coincide.
Proposition 4.5. Consider two Lie algebras . Assume that for each and each , there is a such that holds (note that we can have different for the same Q but different K). Then is contained in the strong closure of .
Proof. One may readily use the same strategy as in the proof of proposition 4.4: if the given condition holds, one can find in each neighborhood of with an with . Hence is in the strong closure of . □
Inserting for provides a useful criterion to check whether the dynamical group generated by is as large as possible in the sense that . To this end, let us introduce the truncated versions
where we have used for any finite-dimensional subspace of the notations for the Lie algebra of traceless operators on and similarly for the Lie group of unitaries on with determinant 1. Note that elements of and have—as operators on —a finite rank and their support and range are both contained in .
Corollary 4.6. Consider Hamiltonians , the corresponding dynamical group and the generated Lie algebra . If holds for all , then one finds .
4.2. One atom
The material just introduced readily applies to the systems studied in section 3. This includes in particular the proofs of theorems 3.1, 3.3, 3.5 and 3.6. The first step is again one atom interacting with a cavity (section 3.1). Hence the Hilbert space is and the -symmetry under consideration is generated by the operator already defined in (12). The domain of is D from equation (11), which is identical to introduced in (5).
The next step is to characterize the Lie algebra generated by the control Hamiltonians and as defined in (10). They admit as a joint common domain, and it is easy to see that they commute with (in the sense introduced in the previous subsection). Hence , and all the machinery from subsection 4.1 applies. This includes in particular the block-diagonal decomposition of operators given in equation (28). In our case the subspaces with are given by (cf equation (14)) using the basis introduced in (13). For , we get the one-dimensional space . The restrictions of the operators to the subspaces are given by (for ):
where we have introduced the operators with via their projections , , , and . Hence, for each fixed μ, the operator is just the corresponding Pauli operator on given in the basis . We have used the core symbol ς rather than σ in order to avoid confusion with the operators acting only on the atom. In addition we introduce the operators with and by
In terms of the , now the can readily be re-expressed as
The next lemma shows that the Lie algebra generated by the is spanned as a vector space by a subset of the .
Lemma 4.7. The Lie algebra generated by with is spanned as a vector space by the operators with and .
Proof. Obviously the operators are in . Hence, they span a subspace . To prove that is a Lie subalgebra of one only has to check that for all and . This follows easily, because the are just products of powers of and the . But the latter are representatives of the Pauli operators. Hence
All operators vanish in the case of . Hence is a Lie algebra and equation (38) proves that .
For proving , one has to express the for and in terms of repeated commutators of the and . By the commutation relations in equation (39) it is obvious that is generated (as a Lie algebra) by with . Therefore, the statement follows from equation (38), which in turn shows that and are just and , while can be derived from the commutator . □
With this lemma and the material developed in the last subsection, one can proceed to determine the structure of the dynamical group generated by and . This is the content of theorem 3.1, which is restated (and proven) here as a proposition.
Proposition 4.8. The dynamical group generated by and is equal to .
Proof. According to proposition 4.4 the dynamical group is the strong closure of with , i.e. the Lie algebra generated by and , while is the strong closure of . Hence, by corollary 4.6 we have to show that the truncated algebras and are identical. The inclusion is trivial, since all the blocks with are traceless. To show the other inclusion, first note that . Hence it is sufficient to check that for each fixed and each with for there is an such that and for all with . The rest follows by linearity.
For constructing such an A, recall from lemma 4.7 that is spanned (as a vector space) by the with and . Now consider a polynomial f in one real variable satisfying for all with and . The operators with and are linear combinations of the , and they satisfy the condition for all such that and for a constant given by and . But all traceless operators can be written as a linear combinations of the , which concludes the proof.□
Before proceeding to the next subsection, consider the free Hamiltonian of the cavity . We have omitted it from the discussion of the dynamical group, and the reason can be seen easily from (39): differs from only by which commutes with all elements of . Hence adding as a control Hamiltonian would just add a one-dimensional center to the dynamical group . For the same reason, could be easily added as a drift term. Any effect it may have can be undone by evolving the system with , and the remaining relative phase between sectors of different charge μ does not affect the discussion of strong controllability in section 5. Finally, let us remark that—due to the same reasons just discussed—we could exchange and almost without changes to the results of this subsection.
4.3. Many atoms with individual control
First, recall some notations from section 3.2. The Hilbert space is using the distinguished basis with from equation (21). The charge operator is , cf equation (20), with domain from equation (19). In addition, let us introduce the re-ordered tensor product (where and )
The key result of this section is split into the following three lemmas, which eventually will lead to a proof of theorem 3.3.
Lemma 4.9. The complexification of the real Lie algebra is generated by elements with satisfying .
Proof. is isomorphic to the Lie algebra of traceless operators on . The with span the full vector space of all satisfying for all i.e. all operators which are off-diagonal in the basis . The smallest Lie algebra containing this space is . □
Lemma 4.10. The Lie algebra is generated by the union of the subalgebras with and .
Proof. First of all, note that (by definition) . Hence which shows that all the Hilbert spaces are subspaces of . According to the previous lemma, we have to show that operators with and can be written as commutators from operators in the Lie algebra . We have to distinguish two cases: In the first case, there is at least one with . If this holds, A can be written as . The second case arises if for all k. Now consider the commutator of the operators and obviously it follows that , , and for . This concludes the proof.□
Lemma 4.11. The Lie algebra is contained in the Lie algebra generated by and .
Proof. First of all note that it is sufficient to prove the statement for the corresponding complexified Lie algebras and , since we get the original statement back by restricting the inclusion to anti-self-adjoint elements on both sides.
The elements of are of the form with . We will show that both summands are elements of , i.e. for . The same holds for . The statement then follows from lemma 4.10.
Use again lemma 4.9 and choose with and . We rewrite as
Moreover, the notations , , , and allow us to simplify
Next, consider a second operator and assume that holds. Then there is a with . Without loss of generality one can assume that (otherwise rewrite A in (42) as with another index j). The commutator now equals the expression . If M = 1 one has two possible cases: either b = 0 and c = 1 or b = 1 and c = 1. In the first case choose , and in the second case pick . Then the commutator leads again to .
Therefore, one can conclude that for all k. The same reasoning holds for . Hence the statement follows from the previous lemma. □
Now let us consider the control Hamiltonians from equation (18). We will use lemma 4.11 and an induction in M to prove theorem 3.3, which we restate here as a proposition.
Proposition 4.12. The dynamical group generated by the control Hamiltonians with is identical to .
Proof. According to corollary 4.6 we have to show that for each K, we find that , where denotes the Lie algebra generated by the with . Since is trivial, only the other inclusion has to be shown. This will be done by induction. By proposition 4.8 the statement is true for M = 1. Now we assume it is true for M to show that it is true for , too. To this end, consider for each the Hamiltonians , with and . They can be regarded as operators on the Hilbert space and they generate a Lie algebra which satisfies by assumption
for all K. As operators on , they generate the Lie algebra and according to (43) one finds that holds for all and . Thus, we can apply lemma 4.11 and is contained in the Lie algebra for all . But since , one even gets , just as was to be shown.□
4.4. Many atoms under collective control
As a last topic in this section, we provide proofs for theorems 3.5 and 3.6. To this end, recall the notation from section 3.3. The Hilbert space is with basis
The charge operator is again from equation (20) but now as an operator on with domain defined in (25) and the μ-eigenspaces become ; cf equation (26). The control Hamiltonians are with defined in (23) and (24). In addition let us introduce the operators (which denotes again the complexification of ) given by
They are related to the by
where f is a function in two variables given by
and has to be understood in the sense of functional caculus (both operators commute). As operators on for fixed μ, the satisfy
and for any function g(y) which is continuous on the spectrum of , one finds
We are now prepared for the first lemma.
Lemma 4.13. The operators , , and satisfy the following commutation relations (as operators on ) (i) and (ii) .
Proof. Using equation (46) to re-express in terms of , and , we get for the first commutator
It is easy to check that holds. Together with (48) this leads to
With (49) we get on the other hand . Now observe that and use again (48) to get
Inserting (51) and (52) into (50) leads to , where we have used the fact that and commute. Inserting the definition of f in (47) and expanding leads to the first commutator. The second commutator follows similarly from and applying (49) to commute to the right.□
We are now ready to prove theorem 3.5. The statement about the dynamical group as a subgroup of is an easy consequence of the discussion in section 4.1. The second statement in theorem 3.5 is rephrased in the following proposition.
Proposition 4.14. Consider the Lie algebra generated by the with and . The restriction of to coincides with the Lie algebra of anti-hermitian operators on .
Proof. We will prove the corresponding statements for the complexifications: . The proposition then follows from taking only anti-hermitian operators on both sides. Now note that since we can express them as linear combinations of with the commutator of and . Furthermore, act as on . Hence, equation (46) shows that the restriction is generated by , and considered as operators on . Note that all operators in this proof are operators on , and therefore we simplify the notation by dropping temporarily the superscript μ, when operators are concerned.
The first step is to show that holds for all . This is done by induction. The statement is true for and j = 0. Now assume it holds for all and . Lemma 4.13(i) shows that the commutator is a polynomial in with as leading term. Since for we can subtract all lower order terms and get . To handle we use lemma 4.13(ii). The commutator is of the form with an -order polynomial P. Since , we can subtract all terms of order and conclude that .
Now consider a polynomial P with for and with . Since all are in , we get . Applying the same argument to , we also get and the general case with can be treated with repeated commutators of for different values of κ. □
This proposition says that the control system with Hamiltonians with can generate any special unitary on for any . However, some calculations using computer algebra, we have done for the case M = 2 indicate that we cannot exhaust all of . In other words: after is fixed, we loose the possibility to choose an arbitrary for another μ. Our analysis for two atoms suggests that the Lie algebra generated by the is almost as big as , but does not contain operators of the form with a diagonal traceless operator A (except ). This observation suggests the choice of the Hamiltonians with in equation (27), which lead to a dynamical group exhausting . This is shown in the next proposition, which completes the proof of theorem 3.6.
Proposition 4.15. The dynamical group generated by with coincides with .
Proof. Let us introduce the operators (the complexification of ) given by with and if and , where ; cf equation (44). We can re-express in terms of as , . Compare this to the definition of in (45). The truncation of the sums occuring for is now built into the definition of the . Similarly we can write the for as . The are particularly useful because their commutator has the following simple form: . Note that all truncations for small μ are automatically respected. This can be used to calculate the commutator of and . To this end we introduce the matrix with , if and otherwise. Using we can write . The matrix is tridiagonal, and therefore its determinant can be easily calculated and it equals . Hence is invertible, and we can express for as a linear combination of the commutators .
Now consider the Lie algebra generated by with and its complexification . We have since it can be written as a linear combination of the . In addition and since , can be written as (complex) linear combinations of and its commutator with , we get . To calculate the commutators note that according to (45) we have and commutes with . Hence . Using the reasoning from the last paragraph, we see that . Similarly we can show by using commutators with that all are in , too. By expanding the function f we see in this way that for the operators
with are elements of .
To conclude the proof, we apply again corollary 4.6. Hence we have to consider the truncated algebra . To this end, look at the subalgebra of generated by the operators in (53). They are acting on the subspace generated by the basis vectors , and if we write , we get (up to an additive shift in the operator ) the same structure as already analyzed in lemma 4.7 (cf also the operators in equation (37)). Hence we can apply the method from section 4.2 to see that for all the operators , and are elements of (provided ). Now we can generate all operators with by repeated commutators of and for different values of k. This shows that for all . By passing to anti-self-adjoint elements we conclude that holds for all K. Hence the statement follows from corollary 4.6. □
5. Strong controllability
The purpose of this section is to show how one can complement the block-diagonal dynamical groups from the last section to get strong controllability. We add one generator which breaks the Abelian symmetry of the block-diagonal decomposition. The proofs for pure-state controllability and strong controllability are given in propositions 5.2 and 5.6, respectively. This completes the proof of theorems 3.2, 3.4 and 3.7.
5.1. Pure-state controllability
Consider a family of control Hamiltonians on the Hilbert space with joint domain admitting a -symmetry defined by a charge operator X with the same domain. Since all the subspaces are invariant under all time evolutions, which can be constructed from the , pure-state controllability cannot be achieved. For rectifying this problem, we have to add a Hamiltonian that breaks this symmetry in a specific way. We will do so by using complementary operators as in definition 2.2. Hence in addition to the projections , we have the mutually orthogonal projections , introduced in section 3 and the corresponding derived structures. This includes in particular the subprojections , and the Hilbert spaces onto which they project. Recall, that they satisfy and , and that for the are required to be non-zero. For the following discussion we need in addition the Hilbert spaces , the projections onto them and the group of commuting with . Furthermore we will indicate restrictions to the subspaces by a subscript , e.g. denotes the corresponding restriction of which has the form . Now one can prove the following lemma, which will be of importance in the subsequent subsections.
Lemma 5.1. Consider a strongly continuous representation with charge operator X, an operator H complementary to X, and the objects just introduced. For all , introduce the Lie group generated by , , and global phases , . Then the group acts transitively on the unit sphere of .
Proof. Consider and choose such that for all . This is possible, since acts transitively (up to a phase) on the unit vectors of . According to item (ii) of definition 2.2 we can find (e.g., will do) such that holds. Hence and we can find a with . Applying this procedure K times we get with . Similarly we can find with .
Now note that the group can be regarded as a subgroup of (which acts trivially on the orthocomplement of in ). Hence, the statement of the lemma follows from the fact that, due to condition (iii) of definition 2.2, the group acts transitively on the unit vectors in . □
The first easy consequence of this lemma is the following result which is a proof of theorem 2.3 and we restate it here as a proposition.
Proposition 5.2. Consider a strongly continuous representation with charge operator X and a family of self-adjoint operators on . Assume that the following conditions hold:
- (i)All eigenvalues μ of X are greater than or equal to 0.
- (ii)commute with X.
- (iii)The dynamical group generated by contains .
- (iv)The operator is complementary to X.
Then the system (1) with Hamiltonians is pure-state controllable.
Proof. We have to show that for each pair of pure states and each there is a finite sequence with and either , , or such that . To this end, first note that we can find such that and , where is the projection defined in the first paragraph of this subsection. Therefore provided that . Hence we can assume that and apply lemma 5.1. This leads to a sequence with . Now note that the dynamical group generated by contains by assumption the group , the unitaries and the global phases . Hence with the definition of , we get for a with and , and therefore . But by definition the dynamical group is the strong closure of monomials with for some and . In other words for all , and we can find such a monomial satisfying . Applying this statement to the operators and the vectors concludes the proof.□
This proposition can be applied to all systems studied in section 3. Therefore, they are all pure-state controllable. However, as already stated, one can even prove strong controllability, which is the next goal.
5.2. Approximating unitaries
Lemma 5.1 shows that the group acts transitively on the pure states in the Hilbert space . This implies that there are only two possibilities for this group: either coincides with the group of symplectic unitaries on (which is only possible if the dimension of is even), or it is the whole unitary group [46–48]. At the same time we have seen in proposition 5.2 that (under appropriate conditions on the control Hamiltonians) each admits an element W in the dynamical group satisfying for all . Proving full controllability can therefore be reduced to two steps:
- (i)Find arguments that for an infinite number of , the group cannot be unitary symplectic, such that it has to coincide with the full unitary group on .
- (ii)Show that each unitary can be approximated by a sequence , of unitaries of the form , where can be chosen arbitrarily, while is a unitary on which is (at least partly) fixed by the choice of .
The purpose of this subsection is to prove the second statement, while the first one is postponed to section 5.3. We start with the following lemma:
Lemma 5.3. Consider a sequence , of finite-rank projections converging strongly to and satisfying . For each unitary there is a sequence , of partial isometries, which converges strongly to U and satisfies ; i.e. is the source and the target projection of .
Proof. Let us start by introducing the space of vectors satisfying for a . It is a dense subset of and we can define the map , . All operators in this proof are elements of the unit ball in . A sequence of elements of converges to iff holds for all ; see I.3.1.2 in [45].
Now define . For , we have if and since converges strongly to . Hence the strong limit of the is U, similarly one can show that the strong limit of is . The are not partial isometries. We will rectify this problem by looking at the polar decomposition. To this end, first consider and where we have used that holds. Strong convergence of and implies . Hence converges strongly to .
The operators are of finite rank with support and range contained in . Hence the have pure point spectrum and their spectral decomposition is with eigenvalues and spectral projections satisfying for . Using the fact that the are mutually orthogonal, we get for
Hence strong convergence of implies strong convergence of .
Now we can look at the polar decomposition . The are partial isometries, and moreover, since support and range of the are contained in , they satisfy and . In other words, we can look upon the as partial isometries on the finite dimensional Hilbert space . As such we can extend them to untaries without sacrificing the relation to , i.e. . As operators on , the are still partial isometries, but now with source and target projections equal to as stated in the lemma.
The only remaining point is to show that the converges strongly to U. This follows from and since converges strongly to U and to .□
Now we come back to the case discussed in the beginning of this subsection under item (ii):
Lemma 5.4. Consider U, and as in lemma 5.3, and an additional sequence of partial isometries , with . The operators are unitary, and if U is the strong limit of the , the same is true for the .
Proof. The kernels of and are and , respectively. These spaces are complementary, and therefore is unitary for all K. To show strong convergence, recall the space D and the function introduced in the last proof. For we have if . Hence by assumption , which implies strong convergence of to U. □
5.3. Strong controllability
We are now prepared to prove theorem 3.4. The first step is the following lemma announced already at the beginning of subsection 5.2.
Lemma 5.5. Consider the group introduced in lemma 5.1 and assume that there is a with . Then .
Proof. Consider the group consisting of elements of with determinant 1. By lemma 5.1 this group acts transitively on the set of pure states of the Hilbert space . Hence, there are only two possibilities left 10 : coincides either with the unitary symplectic group or with the full unitary group ; cf [46–48]. Assume holds. This would imply that is self-conjugate (or more precisely the representation given by the identity map on is self-conjugate). In other words, there would be a unitary with for all . Here denotes complex conjugation in an arbitrary but fixed basis (cf footnote 9).
Now consider with . It can be identified with in its first fundamental representation (i.e. the 'defining' representation). At the same time it is a subgroup of (one which acts non-trivially only on ). Existence of a V as in the last paragraph would imply that is unitarily equivalent to its conjugate representation, which is the fundamental representation. This is impossible if holds. Hence V with the described properties does not exist and has to coincide with and therefore as stated.□
Finally we can conclude the proof of theorem 3.4 which we restate here as the following proposition:
Proposition 5.6. A control system (1) with control Hamiltonians satisfying the conditions from proposition 5.2 is strongly controllable, if for at least one .
Proof. Consider an arbitrary unitary . By lemma 5.3, there is a sequence of partial isometries converging strongly to U, and by lemma 5.5 we can assume that . Now considering the dynamical group generated by the , define the subgroup of commuting with , and the restriction of to . The assumptions on the imply that . Hence there is a sequence , of unitaries with and . Since converges to U strongly, lemma 5.4 implies that the strong limit of the is U, which was to show.□
This proposition shows strong controllability for all the systems studied in section 3. The only exception is one atom interacting with one harmonic oscillator (section 3.1). Here we have and we can actually find a unitary V with for all . However, the elements U of are block diagonal where the blocks can be chosen independently. This implies , which is incompatible with (cf equation (15) for the definition of ) which would be necessary for the group to be self-conjugate. Hence we can proceed as in the proof of proposition 5.6 to prove theorem 3.2.
6. Conclusions and Outlook
Many of the difficulties of quantum control theory in infinite dimensions arise from the fact that, due to unbounded operators, the group of all unitaries on an infinite-dimensional separable Hilbert space is in fact no Lie group as long as it is equipped with the strong topology, which inevitably is the correct choice when studying questions of quantum dynamics. Yet contains a plethora of subgroups which are still infinite-dimensional while admitting a proper Lie structure—including in particular a Lie algebra consisting of unbounded operators and a well-defined exponential map. An important example are those unitaries with an Abelian -symmetry, which in the Jaynes–Cummings model relates to a kind of particle-number operator.
As shown here, this infinite-dimensional system Lie algebra can be exploited for control theory in infinite dimensions in close analogy to the finite-dimensional case. Due to the in-born symmetry of and the corresponding Lie group , full controllability cannot be achieved that way. Yet we have also shown that this problem can readily be overcome by complementary methods directly on the group level.
Furthermore, our scheme is quite paradigmatic: It can be generalized in a natural and (mostly) straightforward way to other Abelian symmetries (i.e. and representations with ).
For several (i.e., as many as one can practically control separately) 2-level atoms interacting with one harmonic oscillator (e.g. a cavity mode or a phonon mode), these methods allowed us to extend previous results substantially, in particular in two aspects also summarized in table 1: (A) We have answered approximate control and convergence questions for asymptotically vanishing control error. (B) Our results include not only reachability of states, but also its operator lift, i.e. simulability of unitary gates. To this end, we have introduced the notion of strong controllability, and we have shown that all systems under consideration require only a fairly small set of control Hamiltonians for guaranteeing strong controllability, i.e. simulability. Thus we anticipate the methods introduced here will find wide application to systematically characterize experimental set-ups of cavity QED and ion-traps in terms of pure-state controllability and simulability.
Table 1. Controllability results for several 2-level atoms in a cavity as derived here.
System | Control Hamiltonians | ———— Controllability ———— | |
system algebra , dynamic group | |||
One atom | , j = 1, 2, equation (9) | , | [theorem 3.1] |
, j = 1, 2, equation (9) | Strongly controllable a | [theorem 3.2] | |
, equation (15) | with | ||
M atoms | , | and | [theorem 3.3] |
with individual controls of equation (18) | |||
, | Strongly controllable a | [theorem 3.4] | |
with individual controls of equations (18, 22) | with | ||
M atoms | , | and | [theorem 3.5] |
under collective control of equation (23) | |||
, | and | [theorem 3.6] | |
under collective control of equation (27) | |||
, | Strongly controllable a | [theorem 3.7] | |
under collective control of equation (27) | with |
aHere in the strong topology, no system algebra or exponential map exists.
Acknowledgments
This work was supported in part by the EU through the integrated programmes Q-ESSENCE and SIQS, and the EU-STREP COQUIT, and moreover by the Bavarian Excellence Network ENB via the international doctorate programme of excellence Quantum Computing, Control, and Communication (QCCC), by Deutsche Forschungsgemeinschaft (DFG) in the collaborative research centre SFB 631 as well as the international research group FOR 1482 through the grant SCHU 1374/2-1.
Footnotes
- 3
Note that domains of unbounded operators are not just a mathematical pedantism. The domain is a crucial part of the definition of an operator and contains physically relevant information. A typical example is the Laplacian in a box which requires boundary conditions for a complete description. Up to a certain degree, domains can be regarded as an abstract form of boundary conditions (possibly at infinity).
- 4
There is a subtle point here: the group is not strongly closed as a subset of the bounded operators . Actually its strong closure is the set of all isometries; cf Prob. 225 of [37]. Hence whenever we talk about strongly closed groups of unitaries, this has to be understood as the closure in the restriction of the strong topology to (which coincides with the restriction of the weak topology).
- 5
The generalization to multiple charges, i.e. a , is straightforward.
- 6
Two small remarks are in order here: (i) infinite sums require a proper definition of convergence in an appropriate topology. In section 4, this will be made precise. (ii) Operator products of the form are potentially problematic if H is unbounded and therefore only defined on a domain. In our case, however, projects onto , which is a subspace of the domain on which H is defined.
- 7
We have omitted the Hamiltonian since it is not needed for the result. However, it can be added as a drift term without changing the result.
- 8
An alternative strategy would be to treat permutation symmetry in the same way as -symmetry. However, already the restriction to permutation-invariant states will turn out to be difficult enough.
- 9
Note that the identity for all ψ on a common dense domain is—in contrast to popular belief—not a proper definition for two commuting self-adjoint operators; cf the discussion in VIII.6 of [36]. Fortunately, such pathological cases do not occur in our set-up.
- 10
Note that is a finite-dimensional Hilbert space. Hence after fixing a basis it can be identified with .