Dichotomous Hamiltonians and Riccati equations for systems with unbounded control and observation operators
Christian Wyss

TL;DR
This paper investigates the control algebraic Riccati equation for systems with unbounded control and observation operators, utilizing a dichotomy property of Hamiltonian operators to construct solutions and analyze stability.
Contribution
It introduces a novel approach using Hamiltonian operator dichotomy to find solutions to Riccati equations in systems with unbounded operators.
Findings
Constructed invariant graph subspaces for Hamiltonian operators.
Established boundedness of the nonnegative Riccati solution.
Proved exponential stability of the feedback system with compact resolvent.
Abstract
The control algebraic Riccati equation is studied for a class of systems with unbounded control and observation operators. Using a dichotomy property of the associated Hamiltonian operator matrix, two invariant graph subspaces are constructed which yield a nonnegative and a nonpositive solution of the Riccati equation. The boundedness of the nonnegative solution and the exponential stability of the associated feedback system is proved for the case that the generator of the system has a compact resolvent.
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Taxonomy
TopicsControl and Stability of Dynamical Systems · Spectral Theory in Mathematical Physics · Quantum chaos and dynamical systems
Dichotomous Hamiltonians and
Riccati equations for systems with unbounded control and observation operators
Christian Wyss111 University of Wuppertal, School of Mathematics and Natural Sciences, Gaußstraße 20, D-42097 Wuppertal, Germany, [email protected]
Abstract. The control algebraic Riccati equation is studied for a class of systems with unbounded control and observation operators. Using a dichotomy property of the associated Hamiltonian operator matrix, two invariant graph subspaces are constructed which yield a nonnegative and a nonpositive solution of the Riccati equation. The boundedness of the nonnegative solution and the exponential stability of the associated feedback system is proved for the case that the generator of the system has a compact resolvent.
Keywords. algebraic Riccati equation, Hamiltonian matrix, dichotomous operator, invariant subspace, graph subspace.
Mathematics Subject Classification. Primary 47N70; Secondary 47A15, 47A62, 47B44.
1 Introduction
In systems theory, the algebraic Riccati equation
[TABLE]
plays an important role in many areas. One example is the problem of linear quadratic optimal control where a selfadjoint nonnegative solution is of particular interest. For infinite-dimensional systems such a solution is often constructed in parallel to a solution of the optimal control problem. This has been done for different kinds of linear systems, e.g. in [6, 15, 16, 17, 20].
On the other hand, the Riccati equation is closely connected to the so-called Hamiltonian operator matrix
[TABLE]
An operator is a solution of (1) if and only if its associated graph is an invariant subspace of the Hamiltonian. In the finite-dimensional case, this connection has lead to a complete characterisation of all solutions of the Riccati equation, see e.g. [3, 13] and the references therein. For infinite-dimensional linear systems, this “Hamiltonian approach” to the Riccati equation has been studied under different boundedness assumptions on the control and observation operators and for different classes of Hamiltonians concerning their spectral properties. For the case that are bounded and have finite rank, a characterisation of all nonnegative solutions of (1) has been obtained in [5]. In [12] the class of Hamiltonians possessing a Riesz basis of eigenvectors was considered for systems with bounded and , and characterisations of solutions and their properties were obtained. In [22, 23] this was extended to unbounded and to more general kinds of Riesz bases. The Riesz basis setting typically leads to the existence of an infinite number of solutions of (1).
However, the existence of a Riesz basis of eigenvectors of is a strong assumption and might be to restrictive. An often weaker condition is that is dichotomous. This means that the spectrum of does not contain points in a strip around the imaginary axis and that there exist invariant subspaces corresponding to the parts of the spectrum in the left and right half-plane, respectively. Dichotomous Hamiltonians with bounded and were considered in [4, 14] and the existence of a nonnegative and a nonpositive solution of (1) was shown. This result was extended in [18] to a setting where and are unbounded closed operators acting on the state space. This however excludes PDE systems with control or observation on the boundary. In this article we will construct a nonnegative and a nonpositive solution of (1) for a class of dichotomous Hamiltonians which allows for systems with boundary control and observation.
In the infinite-dimensional setting the Hamiltonian approach typically leads to unbounded solutions of the Riccati equation in the first instance, see [14, 18, 22, 23]. This means that the boundedness of solutions is an additional question now. Moreover, due to the unboundedness of the operators in (1), additional care has to be taken to exactly determine the domain on which the Riccati equation actually holds.
Our setting is as follows: Let be Hilbert spaces. Let be a quasi-sectorial operator on , i.e., is sectorial for some . This means that may have spectrum on and to the right of the imaginary axis up to the line and that generates an analytic semigroup. The operator determines two scales of Hilbert spaces and ,
[TABLE]
whose norms are given by and . If is a normal operator, then both scales coincide with the usual fractional power spaces, . In general however, the two scales are different and must be distinguished. Our assumption on the control and observation operators is now
[TABLE]
where and . Examples of systems with boundary control and observation which fit into this setting may be found e.g. in [19, 23]. The adjoints of and are defined using a duality relation in each of the scales of Hilbert spaces, which is induced by the inner product on : the mapping , , extends by continuity to isometric isomorphisms and . This is also referred to as duality with respect to the pivot space . With this duality we obtain
[TABLE]
The Hamiltonian is now considered as an unbounded operator
[TABLE]
acting on , with appropriate extensions of the operators and . We prove that if
- (a)
, or 2. (b)
has a compact resolvent and
[TABLE]
then is dichotomous and hence there is a decomposition into -invariant subspaces such that , i.e., corresponds to the spectrum in the open left half-plane and to the one in the open right half-plane . For the rest of this introduction we assume that (a) or (b) is satisfied.
We derive that are graph subspaces in two different situations. In the first we assume that
[TABLE]
Then are graphs, , of closed, possibly unbounded operators . If in addition
[TABLE]
then are also injective and hence with . The conditions (3) and (4) were also used in [14, 18, 22, 23], sometimes in different but equivalent forms; (3) amounts to the approximate controllability, (4) to the approximate observability of the system , see [14, 23]. In the second situation, we assume that . Hence the semigroup generated by is exponentially stable. In this case we obtain and where, again, and are closed and possibly unbounded, but not necessarily injective.
Under the additional assumption that has a compact resolvent, we can show that and are bounded. More precisely, if has a compact resolvent and either (3) and (4) or hold, then , . In this case we also obtain that is a solution of the Riccati equation on the domain and that the operator associated with the closed loop system generates an exponentially stable semigroup on .
In [14, 18] the two solutions of the Riccati equation are selfadjoint operators on , one being nonnegative, the other nonpositive. Here the situation is more involved. While can be restricted to symmetric operators on that are nonnegative and nonpositive, respectively, selfadjoint restrictions need not exist in general. More specifically, admit restrictions to closed operators from to such that
[TABLE]
where the adjoint is computed with respect to the duality in the scales and . In particular, is symmetric when considered as an operator on . If is the closure of as an operator on and is the part of in , then
[TABLE]
is symmetric and nonnegative, is symmetric and nonpositive. We can also consider the restriction of the Hamiltonian to an operator on . Then has invariant subspaces corresponding to the spectrum in and is in fact the graph of . Note here that will in general not be dichotomous since will only be dense in . Also note that the above statements hold for and its restrictions provided that , i.e., if (3) or holds. Likewise the statements for the restrictions of hold if , i.e., if (3) is true.
Finally assume that . In this case is in fact dichotomous and we obtain . Hence is selfadjoint nonnegative, is selfadjoint nonpositive. If in addition has a compact resolvent, then is also bounded and a restriction of generates an exponentially stable semigroup on .
This article is organised as follows: In section 2 we collect some general operator theoretic statements, in particular about dichotomous, sectorial and bisectorial operators. The scales of Hilbert spaces are defined in section 3 and their basic properties are recalled, in particular concerning interpolation. Section 4 contains the definition of the Hamiltonian and basic facts about its spectrum. Moreover we describe the symmetry of the Hamiltonian with respect to two indefinite inner products, which will be essential in sections 6 and 7. In section 5 we prove the bisectoriality and dichotomy of and using interpolation in the Hilbert scales. The graph subspace properties of and are derived in section 6 as well as the boundedness of and . The symmetry relations between and its restrictions are the subject of section 7, while the Riccati equation and the closed loop operator are studied in section 8.
A few remarks on the notation: We denote the domain of a linear operator by , its range by , the spectrum by and the resolvent set by . The space of all bounded linear operators mapping a Banach space to another Banach space is denoted by . For the operator norm of we occasionally write to make the dependence on the spaces and explicit.
2 Preliminaries
In this section, we summarise some concepts and results for linear operators on Banach spaces. Unless stated explicitly, linear operators are not assumed to be densely defined.
Lemma 2.1
Let be a linear operator on a Banach space . Let be another Banach space such that and such that the imbedding is continuous. Let .
- (a)
The resolvent yields a bounded operator from into , i.e., . 2. (b)
If the imbedding is compact, then the resolvent is compact as an operator from into , i.e., is compact.
Proof.
- (a)
The assumption implies that maps into . The operator is thus well defined, and by the closed graph theorem it suffices to show that it is closed. Let with in and in as . Then in by the continuity of the imbedding , and also in since the resolvent is a bounded operator on . Consequently and hence is closed. 2. (b)
This follows immediately from (a) by composing the bounded operator with the compact imbedding .
∎
Lemma 2.2
Let be a linear operator on a Banach space . Let be another Banach space satisfying with continuous imbedding . Let be the part of in , i.e., is the restriction of to the domain
[TABLE]
considered as an operator . Then
- (a)
, 2. (b)
* and for all ,* 3. (c)
if is dense in , is dense in and , then is densely defined.
Proof.
- (a)
This is clear, since implies that all eigenvectors of belong to . 2. (b)
Let . Then is injective as a restriction of . Let and set . Then , which implies and . Therefore and . Hence is bijective with inverse . Since by Lemma 2.1 and since is continuous, we obtain and thus . 3. (c)
Let . Since and since is dense, we get that is dense in with respect to the norm in . As is dense, we conclude that is dense.
∎
Let us recall the definitions and basic properties of sectorial, bisectorial and dichotomous operators. For more details we refer the reader to [7, 8, 21]. We denote by
[TABLE]
the sector containing the positive real axis with semi-angle . We also consider the corresponding bisector around the imaginary axis
[TABLE]
For sectorial operators we adopt the convention that the spectrum is contained in a sector in the left half-plane:
Definition 2.3
A linear operator on a Banach space is called sectorial if there exist and such that and
[TABLE]
is called quasi-sectorial if is sectorial for some .
If (7) holds for some , then it also holds for some (with a typically larger constant ). We may therefore always assume that . is quasi-sectorial if and only if there exist such that222 denotes the open disc with radius centred at . and
[TABLE]
An operator is sectorial and densely defined if and only if it is the generator of a bounded analytic semigroup. On reflexive Banach spaces every sectorial and quasi-sectorial operator is densely defined. If is a (quasi-) sectorial operator on a Hilbert space, then its adjoint is also (quasi-) sectorial with the same constants , (and ).
Definition 2.4
A linear operator on is called bisectorial if and
[TABLE]
with some constant . is almost bisectorial if and there exist , such that
[TABLE]
If is bisectorial, then for some the bisector is contained in the resolvent set , and an estimate (9) holds for all . Similarly, for an almost bisectorial operator a parabola shaped region around the imaginary axis belongs to . If is bisectorial and , then is almost bisectorial too, for any . Note that an almost bisectorial operator always satisfies , while for a bisectorial operator is possible. Bisectorial operators on reflexive spaces are always densely defined; for almost bisectorial operators this need not be the case.
Definition 2.5
A linear operator on a Banach space is called dichotomous if and there exist closed -invariant subspaces of such that and
[TABLE]
is strictly dichotomous if in addition is bounded on .
A dichotomous operator is block diagonal with respect to the decomposition , see [18, Remark 2.3 and Lemma 2.4]. In particular, and the subspaces are also -invariant for all . The additional condition of strict dichotomy ensures that the invariant subspaces are uniquely determined by the operator.
One of the main results from [21] is that if the resolvent of an operator is uniformly bounded along the imaginary axis, then possesses invariant subspaces having the same properties as in Definition 2.5, with the exception that might be a proper subspace of , i.e., need not necessarily be dichotomous. In this case, the corresponding projections are unbounded. We summarise the results for the almost bisectorial situation here.
Let be an almost bisectorial operator. Then there exists such that and the integrals
[TABLE]
define bounded operators which satisfy
[TABLE]
see [21, §5].
Theorem 2.6
Let be almost bisectorial on the Banach space . Then are closed complementary projections, the subspaces are closed, - and -invariant for all , and
- (a)
* with ,* 2. (b)
* is bounded on ,* 3. (c)
, 4. (d)
* on .*
The projections satisfy the identity
[TABLE]
where the prime denotes the Cauchy principal value at infinity. Moreover, is strictly dichotomous if and only if .
Proof.
All assertions follow from Theorem 4.1 and 5.6 as well as Corollary 4.2 and 5.9 in [21]. ∎
Note that are closed complementary projections in the sense that they are closed operators on and satisfy , , and on . In other words, are complementary projections in the algebraic sense acting on the space . Since is invertible, we obtain
[TABLE]
The case that are unbounded may occur even for bisectorial and almost bisectorial , see Examples 5.8 and 8.2 in [21].
For use in later sections, we collect some properties of the spaces :
Lemma 2.7
Let be an almost bisectorial operator. Then the inclusions
[TABLE]
hold, in particular . In addition,
- (a)
if is also densely defined, then ; 2. (b)
if is densely defined and strictly dichotomous, then and .
Proof.
From (12) and the invariance properties of we get
[TABLE]
Since are closed, follows. If is densely defined, then part (c) of the previous theorem yields . Therefore
[TABLE]
and hence the inclusion “” in (a) holds. The other inclusion is clear by (15). If now is also strictly dichotomous, then are bounded. In particular and hence . Using that and commute, we obtain
[TABLE]
and hence by (15). ∎
We remark that the inclusion is strict in general, see [21, §6] and Examples 8.3 and 8.5 in [21].
3 Two scales of Hilbert spaces associated with a closed operator
In this section we construct two scales of Hilbert spaces and associated with a closed, densely defined operator . Although the results are well known, the presentations found in the literature often cover only parts of the full theory or are restricted to certain special cases: The construction of the spaces and for general can be found e.g. in [9, 19]. The intermediate spaces for are defined in [9] for general, and in [19] for selfadjoint positive . The spaces with arbitrary are constructed in [10] for selfadjoint , while a general theory of scales of Hilbert spaces including interpolation results is contained in [2]. Note that in [19] a different naming convention and different but equivalent definitions of the spaces are used. Our presentation follows [2, 9].
Let be a closed, densely defined linear operator on a separable Hilbert space . We denote by the norm on and consider the positive selfadjoint operator . For let be equipped with the norm , and let be the completion of with respect to the norm . Then and are Hilbert spaces,
[TABLE]
and the imbeddings are continuous and dense. The family of spaces is called a scale of Hilbert spaces. In particular we obtain and
[TABLE]
For any , the spaces and are dual to each other with respect to the inner product of . More precisely, the norm on satisfies
[TABLE]
which implies that the inner product of extends by continuity to a bounded sesquilinear form on , which we denote by . In fact,
[TABLE]
The space can now be identified with the dual space of by means of the isometric isomorphism , . For convenience, we also define a sesquilinear form on by
[TABLE]
With respect to the duality in the scale we obtain the following notion of adjoint operators:
Definition 3.1
Let be a Hilbert space and . Then the operator satisfying
[TABLE]
where denotes the inner product of , is called the adjoint of with respect to the scale . Similarly the adjoint of with respect to is the operator such that
[TABLE]
The adjoints exist, are uniquely determined and satisfy , , and . The adjoints of and are defined in a similar way. If is an isomorphism, then is an isomorphism too and .
Remark 3.2
The notion of adjoints with respect to the scale generalises the usual definition of adjoints of unbounded operators on Hilbert spaces: Let . Then can be regarded as a densely defined unbounded operator with domain . The adjoint of in the usual sense of unbounded operators is an operator . Observe that and satisfy (16) provided that . Consequently is a restriction of . In fact
[TABLE]
Note here that does not imply that is closable. Hence need not be densely defined and even is possible.
Since and since is equal to the graph norm of , we can consider as a bounded operator . The adjoint with respect to is a bounded operator and in view of the last remark is an extension of the original operator . We will denote this extension by again,
[TABLE]
Now for any , the operator is an isomorphism. Hence its adjoint is an isomorphism too. In particular is an equivalent norm on .
Consider now the positive selfadjoint operator , and let be the scale of Hilbert spaces associated with it. In other words, we repeat the above construction with the roles of and interchanged. We denote the respective norms and the extension of the inner product by , and . Moreover , the norm on is equal to the graph norm of , the norm on is equivalent to for , and we get bounded operators
[TABLE]
Lemma 3.3
If has a compact resolvent, then the imbeddings and are compact for all .
Proof.
Let . So and are compact operators in . The imbedding can be written as the composition
[TABLE]
Since is bounded, it follows that is compact. Since is bounded, the sequence
[TABLE]
implies that the operator is compact. Consequently is also compact for all . Decomposing as
[TABLE]
where is bounded, we conclude that is compact. The proof for is analogous. ∎
For operators acting between two scales of Hilbert spaces, there is the following interpolation result, which is also known as Heinz’ inequality, see [11, Theorem I.7.1]. Let and be Hilbert spaces. Consider the scales of Hilbert spaces and with corresponding positive selfadjoint operators and on and , respectively.
Theorem 3.4** **([2, Theorem III.6.10])
Let , and let be a bounded linear operator which restricts to a bounded operator . Let and
[TABLE]
Then also restricts to a bounded operator and
[TABLE]
We remark that if restricts to an operator , i.e., if maps into , then the boundedness of the restriction already follows from the closed graph theorem.
Applying interpolation to and its extension , we obtain that also acts as a bounded operator
[TABLE]
Similarly,
[TABLE]
Moreover, if then and are both isomorphisms. Here surjectivity follows from the fact that for example the resolvent is an operator in and and hence by interpolation also in .
The extensions of and satisfy the identity
[TABLE]
This follows from an extension by continuity of the relation , , .
In view of the above, using appropriate restrictions and extensions, the resolvent belongs to as well as and . Similarly, belongs to , and . The corresponding operator norms can be estimated as follows:
Lemma 3.5
For any the estimates
[TABLE]
and
[TABLE]
hold.
Proof.
From
[TABLE]
for we obtain
[TABLE]
Moreover for , ,
[TABLE]
which implies and hence
[TABLE]
The other estimates are analogous. ∎
Interpolation now yields the following:
Corollary 3.6
For , ,
[TABLE]
4 The Hamiltonian
Let be a closed, densely defined operator on a Hilbert space and let and be the associated scales of Hilbert spaces defined in Section 3. Let
[TABLE]
where are additional Hilbert spaces and satisfy . The adjoints of and with respect to the scales of Hilbert spaces are
[TABLE]
We define the Hamiltonian as the operator matrix
[TABLE]
Then is a well-defined linear operator from to the product Hilbert space
[TABLE]
Indeed we have
[TABLE]
and the assumption implies
[TABLE]
We consider as an unbounded operator on with domain as above. In particular, is densely defined.
Alongside we will also consider the two product Hilbert spaces
[TABLE]
Thus
[TABLE]
Let be the part of in . Then . Moreover will be densely defined as soon as . This follows from Lemma 2.2 since both inclusions and are dense.
Lemma 4.1
The Hamiltonian satisfies
[TABLE]
if and only if
[TABLE]
Proof.
Suppose first that (19) holds and that
[TABLE]
Then
[TABLE]
where , . Using the extended inner products of the scales and , we find
[TABLE]
From (18) we see that
[TABLE]
Adding the two equations in (20) and taking the real part, we thus obtain
[TABLE]
Consequently and hence also . Now (19) implies and so . For the reverse implication note that if for example and , then is an eigenvector of with eigenvalue . ∎
Lemma 4.2
The Hamiltonian satisfies
[TABLE]
Proof.
Let , . Then there exist such that and
[TABLE]
By the continuity of the imbedding there is a constant such that
[TABLE]
Thus also
[TABLE]
Setting we obtain and
[TABLE]
or
[TABLE]
as . Since the sequences and are bounded in and , respectively, this implies that
[TABLE]
Similarly to the previous proof, we add these identities and take the real part to obtain
[TABLE]
Consequently and .
Now suppose in addition that . Then is an isomorphism from to , see section 3. Therefore and analogously . It follows that
[TABLE]
On the other hand, we infer from (22) that
[TABLE]
Therefore in and in , which contradicts . ∎
Lemma 4.3
If has a compact resolvent, and , then both and have a compact resolvent too.
Proof.
First we have by Lemma 2.2. Lemma 3.3 shows that the imbeddings and are compact. Since , Lemma 2.1 implies that the resolvents of and are compact. ∎
On we consider the two indefinite inner products
[TABLE]
with fundamental symmetries
[TABLE]
For this yields
[TABLE]
For the first inner product, we also consider its extension to and which we denote again by and which is given by
[TABLE]
Note that the extended inner product is non-degenerate in the sense that if is such that for all , then . Analogously with for all implies .
The Hamiltonian has the following properties with respect to the inner products defined above:
Lemma 4.4
[TABLE]
Proof.
Let and . Then
[TABLE]
We obtain
[TABLE]
Let now . Then
[TABLE]
and hence
[TABLE]
∎
Corollary 4.5
- (a)
If there exists such that , then is -skew-selfadjoint and is symmetric with respect to the imaginary axis. 2. (b)
If both and have a compact resolvent, then is symmetric with respect to the imaginary axis.
Proof.
The previous lemma yields for . Also recall that is densely defined since . Lemma 2.2 implies and hence . By the theory of operators in Krein spaces, we conclude that is skew-selfadjoint with respect to the -inner product, which in turn implies the symmetry of the spectrum. If now both resolvents are compact, then and the symmetry of the spectrum follows from part (a). ∎
Remark 4.6
The symmetries of the Hamiltonian with respect to the two indefinite inner products on have been used already in [14, 18, 22, 23]. The use of the Hamiltonian on the extended space as well as the extended indefinite inner product is new here and is motivated by the better properties of compared to .
5 Bisectorial Hamiltonians
Starting from this section we consider Hamiltonians whose operator is quasi-sectorial, see Definition 2.3. Recall from Section 4 that
[TABLE]
and
[TABLE]
We consider the following decomposition of on :
[TABLE]
Here , like , is an unbounded operator on with domain . On the other hand, is a bounded operator .
By Corollary 3.6 the extensions of and to unbounded operators on and , respectively, are quasi-sectorial and satisfy
[TABLE]
for all , where are the constants from (8). Consequently
[TABLE]
with the bisector from (6).
We derive a few estimates for the resolvents of and with respect to the scales of Hilbert spaces and .
Lemma 5.1
Let be quasi-sectorial and let be the corresponding constants from (8). Then for all with the estimates
[TABLE]
hold where .
Proof.
For we have
[TABLE]
and hence . Since the adjoint of with respect to the scale is , see Section 3, we also get
[TABLE]
Note here that if belongs to then so does . The other estimates follow by interchanging the roles of and . ∎
Corollary 5.2
Let be quasi-sectorial, as above. Let with . Then for , :
[TABLE]
The constant depends on only.
Proof.
We apply interpolation to the results of Lemma 5.1. As a first step we get
[TABLE]
with and similarly
[TABLE]
From this we obtain with
[TABLE]
The estimates for are again analogous. ∎
Lemma 5.3
Let be quasi-sectorial, let be the constants from (8). Suppose that . Then there exists and such that and
[TABLE]
for all , .
Proof.
This is a standard perturbation argument for on : For , the identity
[TABLE]
holds. Corollary 5.2 implies that
[TABLE]
Since and , it follows that there exists such that
[TABLE]
Hence is an isomorphism on and thus with
[TABLE]
and
[TABLE]
for , . Moreover
[TABLE]
which implies
[TABLE]
∎
Lemma 5.4
Let be quasi-sectorial and let be the projections
[TABLE]
Consider the integration contours , as well as , and , where is the constant from (8) for . Then
[TABLE]
where the prime denotes the Cauchy principal value at infinity and is given by with
[TABLE]
Proof.
We consider as an operator on . Since is sectorial and ,
[TABLE]
holds by [14, Lemma 6.1]. Using Cauchy’s theorem in conjunction with the resolvent decay of to alter the integration contour, we obtain
[TABLE]
Looking at , we get
[TABLE]
and hence
[TABLE]
Combining both identities and noting that for , we obtain the claim. ∎
Theorem 5.5
Let be quasi-sectorial and let . If or if has a compact resolvent and
[TABLE]
then the Hamiltonian is bisectorial and strictly dichotomous.
Proof.
We first show that . If , then Lemma 4.2 implies . Since and since by Lemma 5.3 it follows that . Suppose on the other hand that has a compact resolvent and that (32) holds. By Lemma 4.3 has a compact resolvent too and therefore . Lemma 4.1 then implies .
From and the estimate (27) we obtain that is bisectorial. In particular Theorem 2.6 can be applied to and yields corresponding closed projections on , which we denote by . By Lemma 5.4 the mapping
[TABLE]
defines a bounded operator in . In view of (28) the integral
[TABLE]
converges in . Consequently and hence also
[TABLE]
defines a bounded operator in . By (13) this last operator coincides with on . Since is closed and is dense in , we conclude that and hence by the closed graph theorem. Therefore is strictly dichotomous. ∎
Remark 5.6
Combining the results from Lemma 5.3 with the dichotomy of from Theorem 5.5 we find that in fact
[TABLE]
where , , and are the constants from (8) corresponding to the quasi-sectoriality of . Also note that the last proof shows that is bisectorial and strictly dichotomous whenever and .
We close this section by investigating the dichotomy properties of the Hamiltonian on , i.e., of the operator . Let
[TABLE]
with domain , considered as an unbounded operator on , i.e., is the part of in . Note that a decomposition similar to (25) does not hold for the operators and since maps out of into the larger space . In particular we have in general.
Lemma 5.7
Let be quasi-sectorial with constants as in (8). Let . Then there exist and such that and
[TABLE]
for all , where
[TABLE]
Proof.
By Corollary 5.2 there exist with
[TABLE]
for all , . Since we can thus find such that
[TABLE]
Similarly there exists with
[TABLE]
Let now be chosen as in Lemma 5.3 and let , . Then and we obtain from (29) that
[TABLE]
and consequently
[TABLE]
Lemma 2.2 implies that and . Restricting (30) to the space , we get
[TABLE]
Combining this with (5) and , we obtain the desired estimates. ∎
Remark 5.8
The statement of Lemma 5.4 remains true if all involved operators are restricted to . This means that , and are replaced by , and , respectively, where are the restrictions of to . The proof remains unchanged except for an adaption of the spaces.
Theorem 5.9
Let be quasi-sectorial and let . If or if has a compact resolvent and
[TABLE]
then is almost bisectorial; in particular there exist closed, - and -invariant subspaces such that . If in addition , then is even bisectorial and strictly dichotomous.
Proof.
From Theorem 5.5 we know that . Hence also by Lemma 2.2. From (33) in Lemma 5.7 we thus conclude that is almost bisectorial with if and bisectorial if . Note that bisectoriality implies almost bisectoriality here since . The existence of follows by Theorem 2.6. If now then (34) yields
[TABLE]
with some . In view of Remark 5.8 we can then derive in the same way as in the proof of Theorem 5.5 that is dichotomous. ∎
6 Graph and angular subspaces
In this section we consider a Hamiltonian with quasi-sectorial , , and . From the last section we know that then is bisectorial and strictly dichotomous and is almost bisectorial. We denote by and the corresponding invariant subspaces of and , respectively, and by and the associated projections; see Theorem 2.6. In particular while are closed operators on . The projections are given by where ,
[TABLE]
Recall from (24) the extended indefinite inner product defined on as well as .
Lemma 6.1
The operators satisfy and
[TABLE]
Proof.
In the proof of Lemma 5.3 we have seen that there exists such that
[TABLE]
for , , and the estimates
[TABLE]
hold. It follows that
[TABLE]
Since this implies that the integral in (38) converges in ; in particular . For we can now derive, using Lemma 4.4,
[TABLE]
∎
Corollary 6.2
[TABLE]
Proof.
This is immediate since . ∎
We can now establish conditions for the subspaces to be graphs of operators. We say that a subspace is the graph of a (possibly unbounded) operator if
[TABLE]
We also consider the inverse situation where is the graph of an operator , i.e.,
[TABLE]
Proposition 6.3
If
[TABLE]
then with closed operators . If
[TABLE]
then with closed operators . If both (40) and (41) hold then are injective and .
Proof.
For the first assertion, since are closed linear subspaces of , it suffices to show that implies . Let and such that . Set
[TABLE]
Then by the invariance of . By Lemma 2.7 it follows that . Using Corollary 6.2, we get
[TABLE]
From
[TABLE]
we thus obtain
[TABLE]
and therefore . This implies and hence . Since with was arbitrary, (40) implies that . For the second assertion, we show in an analogous way that implies provided that (41) holds. The final statement is then clear. ∎
Proposition 6.4
Suppose that is sectorial with . Then
[TABLE]
with closed operators and .
Proof.
Let and . Proceeding as in the previous proof, we set
[TABLE]
and obtain and hence and . Since it follows that
[TABLE]
We consider now the two functions
[TABLE]
is analytic on a strip while is analytic on a half-plane where is sufficiently small. The above derivation shows that and coincide on . Hence they coincide for by the identity theorem. Moreover is bounded on since is sectorial with . On the other hand extends to a bounded analytic function on since , see Theorem 2.6. Therefore extends to a bounded entire function and is thus constant by Liouville’s theorem. This implies .
Similarly for , and
[TABLE]
we derive , and ; hence
[TABLE]
In this case the analytic functions
[TABLE]
coincide on , is bounded on since , and is bounded on . Therefore is again constant and hence . ∎
We turn to the question of the boundedness of the operators , . To this end we use the concept of angular subspaces, see [1, §5.1], [23, Lemma 7.1]. Consider again the projections from Lemma 5.4,
[TABLE]
acting on .
Lemma 6.5
Let be a closed subspace of . Then:
- (a)
* with a closed operator if and only if*
[TABLE]
* with a bounded operator if and only if*
[TABLE] 2. (b)
* with a closed operator if and only if*
[TABLE]
* with if and only if*
[TABLE]
Proof.
Observe that . Since is the graph of some closed operator if and only if implies , the first assertion of (a) follows. By [1, Proposition 5.1], (42) holds if and only if with . Identifying and , we obtain the second assertion of (a). The proof of (b) is analogous; here , . ∎
If (42) holds then is called angular with respect to and is the angular operator for . Similarly in case of (43), is called angular with respect to and angular operator .
The next lemma is the key step in proving that are angular subspaces. The idea for its proof goes back to [4, Theorem 2.3] where instead of and the operator was used, see also [1, §6.4].
Lemma 6.6
Suppose with closed subspaces . Let be the associated complementary projections, , , . Let and .
- (a)
If
[TABLE]
with some and , then and are injective. 2. (b)
If and are bijective, then (44) holds with bounded operators , .
Proof.
- (a)
By the previous lemma, identity (44) implies that . Let . Then , which implies . It follows that and hence . The injectivity of is analogous. 2. (b)
Let . Then , which yields and thus . On the other hand we can write as and so . This shows that , i.e., is angular with respect to . Since and , we get by symmetry that is angular to . The assertion follows by the previous lemma.
∎
Corollary 6.7
Suppose that is compact. If
[TABLE]
with some operators , then these operators are in fact bounded, , .
Proof.
We use the previous lemma with , , , . Then and , and the assertion follows from Fredholm’s alternative. ∎
Theorem 6.8
Suppose that has a compact resolvent. If
[TABLE]
and
[TABLE]
then where the operators and are injective, and .
Proof.
If has a compact resolvent, then the same is true for and , compare Lemma 4.3. From Theorem 2.6 and Lemma 5.4 we know that
[TABLE]
[TABLE]
where . Since
[TABLE]
we find
[TABLE]
for . Note here that because of (28) the first integral converges in the operator norm topology of . In particular, both integrals on the right-hand side define bounded operators in and hence the above identity holds for all . Since and are compact, both integrals yield in fact compact operators. The expression for in Lemma 5.4 implies that is compact too. Consequently is compact. The assertion is now a consequence of Proposition 6.3 and Corollary 6.7. ∎
Theorem 6.9
Suppose that has a compact resolvent, is sectorial and . Then
[TABLE]
with , .
Proof.
As in the previous theorem we obtain that is compact. Hence Proposition 6.4 and Corollary 6.7 complete the proof. ∎
Next we investigate the graph properties of the invariant subspaces of . We know that where are the closed projections on given by with ,
[TABLE]
In particular are the restrictions of to . Since and it follows that
[TABLE]
This implies that graph subspace structures of are inherited by the spaces :
Lemma 6.10
If
[TABLE]
with a closed operator , then also
[TABLE]
where is closed and is the part of in , i.e. . Similarly, if
[TABLE]
with a closed operator , then
[TABLE]
where is closed and is the part of in . The corresponding statements hold for and .
Proof.
This is immediate from (47) and the fact that are closed subspaces of . ∎
Remark 6.11
A result analogous to Corollary 6.7 holds for the subspaces of in the case that is strictly dichotomous, i.e. if . In particular if is compact where and
[TABLE]
then .
Theorem 6.12
Suppose that has a compact resolvent and that .
- (a)
If (45) and (46) hold, then where are the parts of in . The operators are injective and satisfy . 2. (b)
If is sectorial and , then , where and are the parts of and in , respectively, and .
Proof.
The proof is analogous to the ones of Theorem 6.8 and 6.9, where it is shown that are angular subspaces. First note that and have a compact resolvent, see Lemma 4.3. Second, since and since by our general assumption in this section, Theorem 5.9 in conjunction with Lemma 4.1 implies that is strictly dichotomous. Consequently the projections are bounded and satisfy
[TABLE]
On the other hand, for given by , the identity
[TABLE]
holds with some , see Lemma 5.4 and Remark 5.8. Consequently
[TABLE]
for , where we have used that in view of and (34) all terms on the right-hand side yield bounded operators from . Since the resolvents of and are compact, we conclude that is compact too. The assertion now follows from Theorems 6.8 and 6.9, Lemma 6.10 and Remark 6.11. ∎
7 Symmetries of the angular operators
The aim of this section is to derive symmetry properties for the operators and . We keep our general assumptions on the Hamiltonian: is quasi-sectorial, and . Hence is bisectorial, strictly dichotomous and the invariant subspaces are given by
[TABLE]
where , and
[TABLE]
with the extended indefinite inner product defined in (24), see Lemma 6.1.
For a subspace we consider its orthogonal complement with respect to the extended inner product:
[TABLE]
For the orthogonal complement is defined analogously. Then, as in the usual Hilbert or Krein space setting, orthogonal complements are closed and . Let be the closure of in ,
[TABLE]
Lemma 7.1
The following identities hold:
- (a)
, 2. (b)
.
Proof.
- (a)
From (48) we get
[TABLE]
If on the other hand , then for all . Since the inner product is non-degenerate, this implies and thus . 2. (b)
By Lemma 2.7 we have . By the continuity of the imbedding , the subspace is closed in , and hence the inclusion from left to right follows. For the reverse inclusion let . Then
[TABLE]
by (a). Since is densely defined and strictly dichotomous, Lemma 2.7 implies . Hence and therefore
[TABLE]
Consequently .
∎
Let be a densely defined operator. We define its adjoint with respect to the scales of Hilbert spaces and as the operator with maximal domain such that
[TABLE]
Then is uniquely determined and closed.
Lemma 7.2
If with a closed operator
[TABLE]
then also with a closed operator
[TABLE]
In this case:
- (a)
, i.e., is the part of in the space of operators from to ; 2. (b)
* and are densely defined and ;* 3. (c)
the set is a core for and .
Analogous statements hold for the spaces and the operators .
Proof.
The inclusion implies that if is a graph, then so is and that is a restriction of . is closed since is closed in . (a) is now immediate from .
To show (b), suppose , are such that
[TABLE]
Then
[TABLE]
i.e., and thus , . This implies that is dense in . Indeed if with for all , then (51) holds with and it follows that . On the other hand implies
[TABLE]
for all , and therefore . Moreover if and , then satisfy (51) and we obtain . Consequently . Finally is densely defined since is dense in and the imbedding is continuous and dense.
Finally (c) follows from the equivalence
[TABLE]
in conjunction with , , see Lemma 2.7, and . ∎
Remark 7.3
The previous lemma implies . From this identity and (50) we obtain
[TABLE]
Consequently, if we consider as an unbounded operator on , then it is densely defined and symmetric and hence closable. The corresponding closure will be determined in Lemma 7.5.
Now we turn to the symmetry properties of the operators . To this end, we look at the subspaces
[TABLE]
of . By Lemma 2.7 we have and this inclusion may be strict. The next lemma shows that coincides with . Note here that since , is the orthogonal complement with respect to the inner product in , i.e. in the usual Krein space sense.
Lemma 7.4
The following identities hold:
- (a)
* and ;* 2. (b)
.
Proof.
- (a)
Since is dense in and , we have
[TABLE]
On the other hand , which implies and thus equality. 2. (b)
Lemma 6.1 implies for all . Using this and the definitions of and , the proof is completely analogous to Lemma 7.1(a).
∎
Lemma 7.5
Suppose is a graph subspace . Then and where are closed operators on . Moreover
- (a)
, 2. (b)
* is the part of in ,* 3. (c)
* is the closure of when considered as an operator on ,* 4. (d)
\bigl{\{}x\in\mathcal{D}(X_{0-})\cap H_{1-r}^{(*)}\,\big{|}\,X_{0-}x\in H_{1-s}\bigr{\}}* is a core for ,* 5. (e)
* and are densely defined and . In particular is symmetric.*
Again, analogous statements hold for , and and the respective operators.
Proof.
The first assertions up to (c) follow readily from , , and the closedness of and in . (d) is a consequence of (c) and Lemma 7.2(c), and (e) follows from in an analogous way to the proof of Lemma 7.2(b). ∎
Lemma 7.6
The symmetric operators and are nonnegative and nonpositive, respectively.
Proof.
Here we employ the indefinite inner product defined in (23). Observe that is nonnegative, i.e., for all , if and only if for all . Likewise for all if and only if for all . Consider first . Using (13) and Lemma 4.4, we calculate
[TABLE]
If now then and hence . Since is dense in by Lemma 2.7, we conclude that for . Similarly for we obtain and thus for all . ∎
Corollary 7.7
If , then . The operator is selfadjoint and nonnegative, is selfadjoint and nonpositive.
Proof.
The assumption implies that is strictly dichotomous. Then by Lemma 2.7 and hence . ∎
8 The Riccati equation
We keep the general assumptions of the previous section.
Lemma 8.1
Suppose is such that its graph subspace is - and -invariant. Consider the isomorphism , . Then
- (a)
; 2. (b)
* for all ;* 3. (c)
* for all .*
Proof.
First note that is indeed an isomorphism between and since is bounded. The inverse is where
[TABLE]
denotes the projection onto the first component. Recall the decomposition from (25) and consider the two operators and , both understood as unbounded operators on . Since , their domains are
[TABLE]
Moreover
[TABLE]
i.e., is a restriction of when is considered as an operator on with . Since is an isomorphism we get . Also by the invariance of . Therefore . For we compute
[TABLE]
From (39) in the proof of Lemma 6.1 we know that as , and we conclude that for sufficiently large. Now
[TABLE]
which implies that . Since also for large and , it follows that in fact
[TABLE]
Consequently . Since for , (b) is now clear. To show (c) let . Then and . By the invariance of there exists such that , i.e.,
[TABLE]
and thus
[TABLE]
∎
Corollary 8.2
If with a bounded operator , then , the Riccati equation
[TABLE]
holds, and considered as an unbounded operator on is sectorial with spectrum . In particular, it generates an exponentially stable analytic semigroup on .
Proof.
is similar to via the isomorphism from the previous lemma, , and is sectorial by [21, Theorem 5.6]. ∎
Remark 8.3
If and hence , Lemma 7.2 and 7.5 imply that . Since the operator considered on has domain we find that
[TABLE]
Hence the Riccati equation can be written as
[TABLE]
or in weak form, using , as
[TABLE]
Of course, in both Riccati equations may be replaced by one of its extensions and .
Remark 8.4
For Corollary 8.2 yields that is sectorial when considered as an operator in . On the other hand, we can consider the part of in , which we denote by . Then is almost sectorial: First note that
[TABLE]
From we obtain
[TABLE]
and (35) in conjunction with implies
[TABLE]
with some constant . Moreover since is bounded on , does not grow faster than on , where is equipped with the graph norm. As the imbedding is continuous, does not grow faster than on too. The Phragmén-Lindelöf theorem then implies that
[TABLE]
and hence is almost sectorial, see [21, §5].
Now suppose in addition that and that , e.g. as a consequence of Theorem 6.12. Then
[TABLE]
where , is an isomorphism. Since is bisectorial by Theorem 5.9, is sectorial by [21, Theorem 5.6], and hence is sectorial too.
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