§ 5. Normal partial operators and the spectral theorem
1. Bornification
Let E be a complex Hilbert space. Let denote the unitary mapping on . Let be a closed partial operator with dense domain on E. The partial operator is self-adjoint and positive (Prop. 12 of IV, p. 241), hence Sp() (Prop. 17 of IV, p. 248). We set ; this is a positive and injective endomorphism of E.
Let and denote the two canonical projections of into E. They are elements of , and we have the equality of correspondences . Let be the polar decomposition (Def. 4 of I, p. 140) of the endomorphism , so that . The mapping is a partial isometry of E into .
Definition 1 0359
The endomorphism of E is called the bornification of ; we denote this endomorphism by .
We have .
Let . Put dom(). We have dom() and dom(). For every element of , where dom(), we compute
This means that , whence . Consequently, we have , hence , that is, formula (1). In particular, since Im() Im() by the Cor. to Prop. 11 of I, p. 140, it follows that dom() Im() Im(W()). The partial operator therefore has the space E as domain. The relation (Prop. 11, a) of I, p. 140) then implies that
which is formula (2).
On has Ker() Ker() (prop. 10, b) of I, p. 139) and formula (1) therefore implies that the partial isometry is injective, hence isometric, whence . Writing , we find
whence formula (3).
Let dom() and put . We have dom() and formula implies that dom(). We then have
which means that the reduction of to the domain of is equal to . Since the image of is equal to that of (cor. of prop. 11 of I, p. 140) and hence to the domain of , it follows that
(formula (2)). Moreover, commutes with , hence we obtain
This relation implies that for every function (prop. 11 of I, p. 113), hence in particular that . This proves formula (4) and concludes the proof.
Corollary 035B
We have .
Let and be the projections and let be the polar decomposition of , so that . For all and in E, we have and , and since is orthogonal to by prop. 7 of IV, p. 236, it follows that
Since and (prop. 11, b) of I, p. 140) we obtain
hence . Using formulas (1) and (4), we conclude that , and since the image of is the domain of , which is dense in E, we deduce .
We denote by Ω(E) the set of such that is positive and injective. For , the hermitian endomorphism is injective, since its square is so, and we denote by the partial operator .
Note that is positive if and only if , since one has for every .
Lemma 1 035C
The subset Ω(E) is self-adjoint in .
Let . One has therefore the endomorphism is positive. It is injective: if Ker(1), one has , whence then , since is injective, and finally . The lemma follows.
Proposition 2 035D
The mapping defines a bijection of the set of closed partial operators with dense domain on E onto the set Ω(E). The inverse bijection is given by .
The relation (formula (3)) implies that belongs to Ω(E) since is positive and injective. Since moreover (formula (2)), one obtains
Conversely, let . Put and let . The domain of is the image of , which is dense in E since is hermitian and injective (EVT, V, p. 41, prop. 4 (i)). For every dom(), one has
since is the restriction of to the domain of . Since is self-adjoint, one deduces that
and the partial operator is therefore closed by Lemma 2 of IV, p. 231.
Finally let us prove that . Since , one has , and it is therefore enough to verify that (formula (2)), or even that .
The endomorphism belongs to Ω(E) by Lemma 1. Put . It is a positive injective endomorphism of E, and one has (prop. 11 of I, p. 113). The graph of is the set of elements of the form for . By prop. 7 of IV, p. 236, the graph of is . Since, for all and , one has
the graph of contains elements of the form for , and one then has . In particular, the domain of contains the image of .
Let and put , so that . One has dom() and . In particular, Im() dom(), and . Hence there follows , whence , that is to say
Thus it has been proved that , as desired.
Corollary 035E
The endomorphism is hermitian if and only if is self-adjoint.
This results from the injectivity of the mapping (prop. 2) and from the formula (cor. of prop. 1).
2. Normal partial operators and the spectral theorem
In this number, E is a complex Hilbert space.
Definition 2 035F
Let be a partial operator on E. One says that is normal if is closed with dense domain and if its bornification is a normal endomorphism of E.
If (E), this definition agrees with EVT, V, p. 42, def. 4, by virtue of the formulas (prop. 1 of IV, p. 262) and (cor. of loc. cit.).
If is a self-adjoint partial operator on E, then is hermitian (cor. of prop. 2 of IV, p. 264), therefore is normal.
Let D be the open unit disk in . We denote by the function from into D defined by . It is a homeomorphism, whose inverse satisfies for .
Let . It follows from formulas (2) and (3) of proposition 1 of IV, p. 262 that , and therefore
Lemma 2 035G
Let X be a locally compact topological space and let be a positive measure on X.
a) Let be a -measurable function on X. The multiplication operator on is normal and ;
b) Let be a -measurable function. The endomorphism belongs to and .
The partial operator is closed with dense domain. Since (prop. 23 of IV, p. 253 and prop. 24 of IV, p. 255), one has
(prop. 22 of IV, p. 252). This implies
by formula (2) of IV, p. 262, cor. of prop. 6 of IV, p. 187 and lemma 6 of IV, p. 254. Finally applying prop. 6 of IV, p. 187, one obtains assertion a).
Let us prove b). Since for every , one has (cor. of Prop. 6 of IV, p. 187). Since the mapping is injective (Prop. 2 of IV, p. 264) and the endomorphisms and are equal to by assertion a), it follows that .
Theorem 1 (“Spectral Theorem”) 035H
Let be a normal partial operator on the Hilbert space E. There exist a locally compact topological space X, a positive measure on X, an isometric isomorphism of onto E, and a continuous function on X, such that .
The endomorphism of E is normal by definition. According to the spectral theorem for normal endomorphisms of E (Corollary 1 of IV, p. 193), there therefore exist a locally compact topological space , a positive measure on , an isometric isomorphism of onto E, and a bounded continuous function on , such that coincides with .
Let N be the closed subset of the such that . Since the endomorphism is positive and injective, the set N is locally -negligible (Lemma 7 of IV, p. 186 and cor. of Prop. 6 of IV, p. 187). Put then N. It is a locally compact space, and the restriction of functions to X induces an isometric isomorphism of onto (Prop. 1 of IV, p. 179). The composition of and of the restriction of functions to X therefore induces an isometric isomorphism of onto E. As , it follows that (Lemma 2). The theorem follows from this formula.
Lemma 3 035I
Let be a normal partial operator on E. One has
Sp()(Sp()).
One has (Prop. 1 of IV, p. 262). The endomorphism is injective and its image is the domain of (formula (1) of IV, p. 262).
Let . The number belongs to the resolvent set of if and only if is a bijective linear mapping of E into E (Remark 3 of IV, p. 245). Now, by formula (3) of IV, p. 262, one has
where is the continuous function defined on by . The endomorphism is bijective if and only if its spectrum does not contain 0. Since Sp() (Sp()) (Corollary 2 of Proposition 7 of I, p. 111), this is so if and only if 0 does not belong to the set (Sp()). Thus, Sp() if and only if there exists Sp() such that
This equality, if it is valid, implies that , and means that . It follows that Sp() (Sp()), as stated.
Let be a normal partial operator on E. Let (Sp()). The mapping of Sp() into is continuous and has compact support; the unique mapping of Sp() into which extends it by zero is therefore continuous.
Definition 3 035J
For every function (Sp()), one defines the endomorphism of E by .
The mapping is a complex algebra morphism of (Sp()) into (Sp()), hence the mapping is a complex algebra morphism of (Sp()) into . One has since . If then , hence is a positive endomorphism of E.
Remark 035K
Suppose that is a normal endomorphism of E, so that Sp() is a compact subset of . Since the bounded transform coincides with (formula (5)), and Sp() (Sp()) (Corollary 2 of Proposition 7 of I, p. 111), the spectrum of is a compact subset of D. For every continuous function (Sp()), the function coincides with the restriction of to Sp(). Consequently, coincides with the endomorphism defined by the continuous functional calculus of . The above definition is therefore compatible with that of the continuous functional calculus of the involutive algebra .
Let (Sp()). We have
so that, for all and in E, one obtains the inequality . The mapping is therefore a bounded measure on Sp(), of total mass (INT, IV, p. 154, § 4, n). If , it is a positive measure, since is positive when .
Definition 4 035L
Let be a normal partial operator on a complex Hilbert space E. Let and be in E. The bounded measure on Sp() defined by for (Sp()) is called the spectral measure of relative to . When , one says that it is the spectral measure of relative to .
Remark 1 035M
When is continuous, this definition coincides with that of Definition 2 of IV, p. 190.
Remark 2 035N
Let be the canonical inclusion of Sp() in . Since Sp() is closed, the mapping is -proper for every bounded measure on Sp() (INT, V, p. 68, § 6, n, Proposition 1). One will often identify the spectral measures of with the measures on which are their images under cf. INT, V, p. 84, § 7, n.
The mapping of into the Banach space (Sp()) which associates to the spectral measure of relative to is sesquilinear and continuous of norm .
Lemma 4 035O
Let X be a locally compact topological space, let be a positive measure on X, and let be a -measurable function on X. Let be the operator of multiplication by on .
a) The mapping of (Sp()) into is given by ;
b) For and in of classes and in , the spectral measure dede of the image measure )relative to. is the restriction to Sp()
The partial operator is normal and (lemma 2). Moreover belongs to Sp() for every outside a locally -negligible set (proposition 22 of IV, p. 252 and lemma 1 of IV, p. 181). Since for every - Y, it follows that from definition 3 and the cor. of prop. 6 of IV, p. 187.
Let and be in of classes and in . Since the measure is bounded, the image measure is defined (INT, V, p. 69, § 6, n, rem. 1). Let (Sp()). We have by a), whence
(INT, V, p. 69, § 6, n, formula (1)), which establishes assertion b).
Example 035P
Let . We endow with Lebesgue measure, and we identify and its dual group as in corollary 3 of II, p. 236. Let N denote the euclidean norm on and the Fourier transform on and on (n of IV, p. 217).
Let be the partial operator on whose domain is the space and such that
for every . One then has for every function (remark 12 of IV, p. 220). Since the Fourier transform is an automorphism of (prop. 18 of IV, p. 219), this means that the partial operator is the restriction of the multiplication operator to the space . The partial operator is closable and symmetric; its closure is the positive self-adjoint partial operator (prop. 6 of IV, p. 232, applied to the space with the aid of prop. 4 of IV, p. 202). Consequently, the partial operator is essentially self-adjoint. Its closure is denoted by Δ; it is a positive self-adjoint operator, and it is the unique Laplacian on cf. example of No. of IV, p. 243 and cor. to prop. 26 of IV, p. 257).
According to prop. 21 of IV, p. 223, the Sobolev space is the set of such that belongs to , that is to say such that belongs to the domain of . Since the Fourier transform is an isometric isomorphism of the space onto itself (th. 1 of II, p. 215), the domain of the Laplacian Δ is . One has . In particular, the spectrum of Δ is equal to .
3. Universally measurable functional calculus
In this No. the Hilbert spaces considered are complex.
Let be a normal partial operator on a Hilbert space E. Denote by (resp. ) the spectral measure of (resp. of ) relative to .
Let . The mapping (Sp()) defined by satisfies
Sp()
There therefore exists a unique isometric linear mapping ev of the space (Sp()) into E such that ev if is the class of a function (Sp()).
Let be a universally measurable function defined on the spectrum of . Denote by the set of elements such that belongs to (Sp()).
Proposition 3 035Q
Let be a universally measurable function defined on the spectrum of . The set is a dense vector subspace of E. The mapping ev is a normal partial operator on E whose domain is , and which is denoted by .
For every and every , one has (Sp()) and
Sp()
We shall prove the following more precise statement:
Proposition 4 035R
Let be a universally measurable function on the spectrum of .
a) The set is a dense vector subspace of E. The mapping ev of into E is linear and coincides with if ;
b) Let (Sp()). For every and every , one has (Sp()), and
Sp()
c) Suppose that where X is a locally compact topological space and a positive measure on X, and that , where is -measurable. One has .
According to Theorem 1 of IV, p. 266, one may suppose that one is in the situation of assertion c), that is to say that and , where X is a locally compact topological space, a positive measure on X and is -measurable. We shall denote by the class in of a function .
Let S = Sp(). We denote by (resp. ) the spectral measure of (resp. of ) relative to for every (resp. every ).
Let . The spectral measure is equal to the image measure on S (Lemma 4 of IV, p. 269). Since the function is -measurable, one has if and only if the integrals
are finite (INT, V, p. 70, § 6, n, prop. 2). This means that is the domain of the multiplication operator , which is a dense subspace of E (prop. 5 of IV, p. 232).
The restriction of ev to classes of functions is the mapping which to a class associates the element (lemma 4 of IV, p. 269). The mapping ev therefore coincides with the isometric mapping of into deduced by passing to quotients from the mapping of into .
In particular, therefore, we have ev, so that the mapping of into E coincides with the partial operator . This proves assertion c); if , we find ev, which also concludes the proof of a).
Let us prove assertion b). Let and be functions such that and . We then have (INT, V, loc. cit.)
which is finite; hence . Moreover, we then have
which concludes the proof.
Definition 5 035S
The mapping of (Sp()) into the set of normal partial operators on E defined by prop. 3 of IV, p. 271 is called the universally measurable functional calculus mapping associated with .
More generally, let T be a set and Sp() a mapping; let be such that the function is universally measurable on Sp(). We then write .
Formula (7) implies in particular that (8)
Sp()
for every (Sp()) and every . Taking , we deduce that is a positive measure of total mass .
If is a normal partial operator on a Hilbert space E and (Sp()), then and the partial operator is then continuous, since
for every by (8). The endomorphism coincides with that of Definition 3 of IV, p. 268.
Corollary 1 035T
a) For every (Sp()), the partial operator is normal and . Moreover, is positive if , and self-adjoint if is real-valued;
b) Let and for Sp(). Then ;
c) Let Sp() and for Sp(). Then ;
d) One has ;
e) Let (Sp()) and (Sp()) be such that . The domain of is a core for .
In view of the spectral theorem (th. 1 of IV, p. 266), this follows from the preceding proposition combined, respectively, with:
a) lemma 2, a) of IV, p. 266, prop. 23 of IV, p. 253, and its corollary;
b) prop. 24, b) of IV, p. 255;
c) prop. 22, b) of IV, p. 252;
d) lemma 2, a) of IV, p. 266;
e) prop. 6, b) of IV, p. 232.
Remark 035U
For Id, one has (assertion b) for ). The domain of therefore coincides with the set of such that the identity function of Sp() belongs to (Sp()); in particular it contains the elements such that the measure has compact support.
The following corollary generalizes the corollary to prop. 16 of IV, p. 247 and prop. 17 of IV, p. 248.
Corollary 2 035V
Let be a normal partial operator on the Hilbert space E. It is supposed that E is nonzero.
a) The spectrum of is nonempty;
b) For every Sp(), the norm of the resolvent is equal to , where is the distance in from to the spectrum of .
c) For every 0, the -pseudospectrum PSp is the set of at distance from Sp().
Suppose that the spectrum of is empty. Then is injective, and the endomorphism is normal (cor. 1, c) and a)). We have Sp() (prop. 15, a)), hence Sp() I, p. 26, cor. 1). Since is normal, this implies that I, p. 110, example 1), which is a contradiction since E is not zero.
To prove b), one may suppose that is the multiplication operator on , where is a continuous function on a locally compact topological space X endowed with a positive measure (th. 1 of IV, p. 266). Let Sp() and let be the distance from to the spectrum of . To prove that , one is reduced to the case by replacing by . The real number is then the distance from 0 to the spectrum of . Since the latter coincides with the -essential image of , the result is a consequence of lemma 3 of IV, p. 182.
Finally, assertion c) follows from b) and from the definition of PSp (IV, p. 250, def. 9).
Corollary 3 035W
Let be a partial normal operator on a Hilbert space E. Let (Sp()). For all and in E, the spectral measure of relative to is the image measure , where is the spectral measure of relative to .
In view of the spectral theorem (th. 1 of IV, p. 266), one may suppose that is the multiplication operator on , where X is a locally compact topological space, a positive measure on X and . Let and be in , with classes and in . Since (prop. 4, c)), the spectral measure of relative to is the image measure (lemma 4, b) of IV, p. 269). This measure is equal to the image measure (INT, V, p. 72, § 6, n, prop. 4, a)), whence the assertion (lemma 4, b) of IV, p. 269).
Corollary 4 035X
Let (Sp()). We have .
We have (Sp()) (lemma 5 of IV, p. 184). For all and in E, let us denote by the spectral measure of relative to . By the preceding corollary and INT, V, p. 71, § 6, No. 2, th. 1, we have (Sp()) if and only if (Sp()), so that the domain of is equal to the domain of . For all and dom(), we then have the formula
Sp()
Sp()
(loc. cit.), whence .
Proposition 5 035Y
Let be a normal partial operator on a Hilbert space E.
a) If (Sp()), then ;
b) If (Sp()) and (Sp()), then ;
c) The mapping of (Sp()) into is a continuous unital morphism of involutive algebras. In particular, we have for (Sp());
d) If , then for every (Sp()), the endomorphism belongs to the bicommutant of in .
Let (Sp()). We have and is a continuous endomorphism of E by formula (8), p. 272, whence assertion a).
Let (Sp()). Let . We have and, for every , there follows by formula (7), p. 271, whence , which proves b).
From a) and b), the mapping of (Sp()) into is a unital morphism of involutive algebras; consequently, it is a continuous morphism of norm (I, p. 104, prop. 2), whence assertion c).
Suppose that is an endomorphism of E. Let be permutable with . Then one has for (Sp()) by the properties of the continuous functional calculus (I, p. 110, remark). Let and be in E. The formulas
valid for every function (Sp()), mean that the spectral measures of and of relative to are equal. By formula (6), p. 271, this equality implies that formula (9) is valid for every (Sp()). Hence .
Corollary 035Z
Let and be in (Sp()) and let . The spectral measure of relative to is the measure , where is the spectral measure of relative to .
Let denote the spectral measure of relative to . For every function (Sp()), one has
Sp()
,
Sp()
(prop. 5, b)), whence .
Proposition 6 0360
Let be a normal partial operator on a Hilbert space E. Let be a sequence in (Sp()) which converges simply to (Sp()) and such that there exists (Sp()) satisfying for all . Then dom() dom() for all and dom() dom(). Moreover, for every element of the domain of , one has
lim.
In particular, if (Sp()) for all and if the functions are uniformly bounded, then converges to in the space endowed with the topology of simple convergence.
Let us denote by (resp. ) the spectral measure of (resp. of ) relative to .
Let dom(), so that (Sp()). The condition implies that (Sp()), hence dom().
Since converges simply to and , one has (Sp()) by Lebesgue's theorem (INT, IV, p. 137, § 3, n, th. 6), hence dom(). Moreover, the sequence converges to in (Sp()), hence the norm of converges to the norm of .
Let . The functions and , as well as the functions for every , belong to (Sp()) (prop. 3). By Lebesgue's theorem (INT, IV, loc. cit.), the sequence converges to in (Sp()), whence
Sp() Sp()
It follows that converges to (EVT, V, p. 17, prop. 10).
Proposition 7 0361
Let X be a locally compact topological space and a measure on X. Let be a continuous function with compact support. For , put
a) The mapping of into is continuous and bounded;
b) The mapping of X into defined by is -integrable and one has
The function is bounded because is continuous with compact support, and it is continuous by INT, IV, p. 144, § 4, n, cor. 1. Since is continuous and with compact support, the mapping is continuous from X into (TG, X, p. 28, th. 3 and prop. 5, c)). This mapping has compact support, hence is bounded and integrable on X with respect to . Let us write
Let and be elements of E and the spectral measure of relative to . One has
X X Sp()
(formula (6), p. 271). Since , it follows that
by INT, III, p. 84, § 4, n, th. 2 and formula (6), p. 271. This proves that , as required.
4. Spectral projectors
Let be a partial normal operator on a complex Hilbert space E. Let A be a universally measurable subset of Sp() and its characteristic function. Since is bounded and satisfies , the endomorphism of E is an orthogonal projector of E. It is called the spectral projector of defined by A. We denote it by . One has and .
Let A be a universally measurable subset of . The spectral projector of defined by A is the spectral projector . It is also denoted simply by . For every function (Sp()), every and every dom(), one has the formula
Sp()
where is the spectral measure of relative to (formula (7), p. 271).
Let A and B be universally measurable subsets of Sp(). Since , one has (prop. 5 of IV, p. 275, c)). In particular, if A and B are disjoint, the images of and of are orthogonal.
Proposition 8 0362
Let be a denumerable family of pairwise disjoint universally measurable subsets of Sp(), and let be the spectral projector of defined by . The union A of the sets is a universally measurable subset of Sp(), and the series converges to in endowed with the topology of simple convergence.
The set A is universally measurable by INT, IV, p. 177, § 5, n, cor. 2. The series converges simply to and its partial sums are bounded by 1. The assertion therefore results from prop. 6 of IV, p. 276.
Proposition 9 0363
Let A be a closed subset of Sp(). Let be the characteristic function of A and the spectral projector of defined by A. Let us denote by the image of . It is a closed subspace of E.
a) The subspace is the space of the such that the support of the spectral measure of relative to is contained in A;
b) If A is bounded in , then is contained in the domain of ;
c) For every belonging to the domain of , one has dom() and , in particular if dom().
For in E, one denotes by the spectral measure of relative to .
Let us prove a). Let be an element of . Let A and U a relatively compact open neighbourhood of which does not meet A. For every function with support contained in U, one has
Sp() Sp() according to formula (10). This means that does not belong to the support of . Consequently, the support of is contained in A.
Conversely, let be such that the support of is contained in A. We have
Sp() Sp()
(loc. cit.) therefore and consequently , that is to say .
Assertion b) follows from a) and from the remark in IV, p. 273.
Let us prove c). The domain of is the set of such that the identity function of Sp() belongs to (Sp()) loc. cit.). Since for (cor. of Prop. 5 of IV, p. 275), one has dom() if dom().
Let dom() and ; one has dom() according to c). The spectral measure of relative to is Idloc. cit.). Since has support in A, the same is true of , hence according to a).
Corollary 0364
Let Sp(). The image of is the proper subspace of relative to .
Let dom(). Let (resp. ) denote the spectral measure of the element relative to (resp. the spectral measure of relative to ). One has Id (Corollary to Proposition 5 of IV, p. 275). If , one also has , whence the equality Id. This implies that the support of is contained in cf. INT, V, p. 46, § 5, n, Corollary 2) and therefore belongs to the image of (Proposition 9, a)).
Conversely, suppose that belongs to the image of . Then belongs to dom() and also belongs to loc. cit., b)). Since (Id ) , one has the relation (Proposition 5 of IV, p. 275, c)), whence .
Proposition 10 0365
Let . One has Sp() if and only if, for every open neighbourhood V of in , the spectral projector of relative to V is nonzero.
If Sp(), then there exists an open neighbourhood V of in which does not meet Sp(), and then .
Conversely, suppose that there exists an open neighbourhood V of in such that . Let be such that the disc with center and radius is contained in V.
Let dom() and let be the spectral measure of relative to . Since , one computes
But, on the other hand, one has
(formula (8), p. 272), whence and . It follows that belongs to the resolvent set of (Lemma 5 of IV, p. 248). This concludes the proof.
Corollary 0366
Let A be an open set in and . If A contains elements of Sp(), then the dimension of the image of the spectral projector of relative to A is at least equal to .
Let be distinct elements of the spectrum of belonging to A. There exists a family of pairwise disjoint open sets of such that for . Let B be the union of the sets . The image of contains the image of the spectral projector ; moreover is the sum of the projectors , and since the image of is orthogonal to the image of for all , the result follows from Prop. 10.
5. The Helffer–Sjöstrand formula
In this No., E denotes a complex Hilbert space. We shall obtain a formula for certain cases of the functional calculus of a self-adjoint partial operator which is expressed directly in terms of the resolvent of the operator in question.
We endow (resp. ) with Lebesgue measure, denoted by , and we identify the group and its dual group by the mapping exp(2) cf. Corollary 3 of II, p. 236).
For every function defined and differentiable on an open set U of , identified with , with real coordinates and , we put
(cf. VAR, R2, 8.8.10, p. 24).
Lemma 5 0367
Let . There exists a function in which coincides with on and satisfies
for every . One then has
for every , and there exists a real number such that
for every .
There exists whose support is contained in and which is equal to 1 on (Lemma 1 of IV, p. 196). Put
for . One has and coincides with on . Moreover, for every , one gets
Since the function is equal to 1 in a neighbourhood of 0, one has , hence (11).
Let be in satisfying (11). Formula (12) follows from this, and estimate (13) is obtained with the aid of the mean value theorem (FVR, I, p. 23, th. 2).
One says that is an almost analytic extension of .
Lemma 6 0368
Let . The function defined on by
belongs to . Its Fourier transform is the class in of the function which vanishes at 0 and satisfies
for every .
One has by prop. 3 of IV, p. 199, and the class of the function belongs to . For every , one has
whence . The result then follows from the fourier inversion formula in (corollary of theorem 2 of II, p. 220).
Then is continuous and bounded, and converges to in when tends to 0.
The continuity of is a consequence of INT, IV, p. 144, § 4, n, cor. 1, since has compact support. Moreover, if is such that the support of is contained in , one has
therefore is bounded.
The Taylor expansion to order 1 (FVR, I, p. 30, prop. 3) and formula (13) prove that there exist and a function on such that
, and ,
for every and . Since the mapping has support contained in for every , the mapping has support contained in , for every .
Let be the function defined on by
For every and , one obtains
Let and . We have
Consequently, for every , there follows
where and are the functions on defined by
and .
The function is integrable (Prop. 18 of IV, p. 219 and Prop. 13 of IV, p. 213). By Lemma 6, there follows
therefore converges to 0 in when tends to 0. Since and belong to , Prop. 14 of II, p. 223 implies that converges to 0 in .
For every , the positive measure on has total mass 1 (cf. FVR, III, p. 7). The set of measures for and the filter induced on this set by the filter of neighbourhoods of 0 in satisfy the hypotheses of Lemma 4 of INT, VIII, p. 137, § 2, n. The measures therefore converge in to the point measure when tends to 0. There follows in (INT, VIII, p. 163, § 4, n). The lemma is proved.
Let denote the Lebesgue measure on .
Theorem 2 (Helffer–Sjöstrand) 036A
Let be a self-adjoint partial operator on E. Let and be an almost-analytic extension of . Let be the mapping from into defined by
if and if . Then is -integrable on and
The mapping is measurable and its support is compact. Since is self-adjoint, one has for every (Prop. 17 of IV, p. 248). The mapping is therefore bounded by formula (13), and consequently it is integrable over .
Let . Denote by (resp. ) the closed set in of the such that (resp. ). One has
lim.
Let be such that the support of is contained in . Let us denote by the box in . It is a locally polyhedral subset of (VAR, R2, 11.3, p. 48). It satisfies the following conditions:
(i) One has ;
(ii) The set contains the intersection of and the support of ;
(iii) The regular boundary (VAR, R2, 11.3.2, p. 49) contains the segment ;
(iv) One has if .
Let (resp. ) denote the differential 1-form on which is the differential of the identity mapping of (resp. of complex conjugation). Let denote the function on with values in such that for . Put ; it is a differential 1-form on , with compact support and with values in . Since the resolvent of is holomorphic (Prop. 14 of IV, p. 246), one has
The vector measure associated with (VAR, R2, 10.4.3, p. 43) is the measure with density with respect to Lebesgue measure. Applying Stokes's formula to the locally polyhedral set and to the differential form (VAR, R2, 11.3.4, p. 49), one therefore obtains
whence
Reasoning analogously for , one obtains
and one concludes that the integral of over is the limit as of
By Prop. 7, one has , where is the function defined on by
As when in (Lemma 7), the endomorphism converges to in (Prop. 5 of IV, p. 275). The theorem is proved.
6. Resolvent Topologies and Continuity of the Functional Calculus
In this No., E denotes a complex Hilbert space. Recall that denotes the set of self-adjoint partial operators on E. We are going to extend to the continuity properties of No. 8 of IV, p. 194.
Definition 6 036B
Let be a locally convex topology on . The -resolvent topology on is the least fine topology such that the mappings of into endowed with the topology are continuous for every .
Proposition 11 036C
Let be a locally convex topology on which is less fine than the Banach-space topology of .
a) Let . For every sequence in which converges to for the -resolvent topology, the sequence converges to in the space endowed with the topology ;
b) Suppose that every admits a countable fundamental system of neighbourhoods for the -resolvent topology. The mapping of into the space endowed with the topology defined by is continuous.
Let us prove a). The topology on is the supremum of the topologies defined by the seminorms continuous for the topology (EVT, II, p. 26, Cor. and following remark). It is therefore enough to prove that for every seminorm on which is continuous for the topology , the sequence converges to 0 (TG, I, p. 51, Prop. 10).
Let be such a seminorm. Let denote the separated completed Banach space of the space endowed with the seminorm , and let denote the canonical mapping of into ; it is continuous, and one has for every (E), where the norm is that of the space .
Since is less fine than the Banach-space topology of (E), there exists such that for every .
Suppose first that . Let be an almost analytic extension of . Let us denote by the Lebesgue measure on . By the Helffer–Sjöstrand formula (Theorem 2 of IV, p. 284), we have
for every .
Let . By assumption, the sequence of resolvents converges to in endowed with the topology , hence the sequence converges to in the Banach space .
For every , we have
(Proposition 17 of IV, p. 248), hence
Estimate (13) of IV, p. 281 shows that the right-hand side of this inequality is a bounded function for ; it is integrable on since has compact support. It follows from Lebesgue's theorem (INT, IV, p. 137, § 3, n, Theorem 6) and from the Helffer–Sjöstrand formula applied to that converges to , hence tends to 0.
Suppose now that . Let . There exists a function in such that cf. Proposition 4, a) of IV, p. 202 and INT, III, p. 45, § 1, n, Proposition 3). By Proposition 5, c) of IV, p. 275, we then have and for every . Consequently, we obtain
for every . Since , the sequence converges to 0 by the preceding case, and therefore converges to 0. This completes the proof of a).
Let us prove assertion b). Under the assumption concerning , it follows from TG, IX, p. 17, Proposition 10 and the following remark, and from assertion a), that the mapping from into is continuous when . Since the mappings from into are continuous of norm for every (Proposition 5, c) of IV, p. 275), assertion b) follows from TG, X, p. 13, Corollary 3.
Example 1 036D
Let be a set of bounded parts of E. The -topology on (EVT, III, p. 13) is a locally convex topology less fine than the Banach-space topology of .
Example 2 036E
Let be the Banach-space topology of . For the -resolvent topology, every admits a countable fundamental system of neighbourhoods.
In fact, it is enough to prove that for every C-R and every , there exist and an integer such that every partial operator satisfying also satisfies the condition ; writing
this property follows from formula (8) of IV, p. 245, from the estimates of proposition 17 of IV, p. 248, and from the fact that is everywhere dense in .
The conclusion of the proposition is not valid in general if is replaced by (exercise 29 of IV, p. 366, e)). Nevertheless, one has the following result.
Corollary 036F
Let be the topology of simple convergence on . Let . For every sequence in which converges to for the -resolvent topology, the sequence converges to in endowed with the topology .
Let be a sequence in which converges to for the -resolvent topology. Let and let .
For every integer , let be a function with support contained in such that and for every . The functions converge simply to 1 as N tends to infinity, and satisfy , hence prop. 6 of IV, p. 276 implies that there exists such that . Put .
For every , one has
For every (E), one has
(prop. 5, c) of IV, p. 275). Since , assertion a) of prop. 11 applied to the -resolvent topology implies that converges to when . Consequently, for every sufficiently large , one has
Inequality (15) then becomes
for every sufficiently large . The proof is concluded by means of assertion a) of loc. cit., applied to the function and to the -resolvent topology.
7. Polar decomposition
Lemma 8 036G
Let E be a separated topological vector space. Let and be dense subspaces of E endowed with Hilbert space structures such that the canonical injections of and into E are continuous. Let F be a subspace of , dense in and for these Hilbert space structures. If for every , then and .
Let . There exists a sequence in F such that converges to in the Hilbert space . Since for all integers and , the sequence is a Cauchy sequence in . Let be its limit. We have lim. Since the canonical injections of and into E are continuous, we have in E and analogously in E. Thus it follows that and ; in particular, . We conclude by symmetry.
Let E be a complex Hilbert space. Let be a self-adjoint positive partial operator on E. For every , we set , where is the continuous mapping of into . This is a self-adjoint positive partial operator (Cor. 1, a) of IV, p. 273). When (E), this notation is compatible with the notation relative to the involutive algebra cf. Prop. 16 of I, p. 118). If is a positive integer, the partial operator coincides with the partial operator defined by the composition (Cor. 1, b) of IV, p. 273).
Let . We have (Cor. 4 of IV, p. 274). In particular, if , then the partial operator is the unique self-adjoint positive partial operator on E such that .
Suppose that . Then dom() dom() in fact, for every real number , one has , and the result then follows from the definition of the domain of cf. Prop. 3 of IV, p. 271).
Let be a closed operator with dense domain from E into a complex Hilbert space F. The partial operator is self-adjoint and positive (Prop. 12 of IV, p. 241). We write .
Proposition 12 036H
Let be a closed operator with dense domain from E into a complex Hilbert space F.
a) The domain of the positive self-adjoint partial operator coincides with the domain of ;
b) There exists a unique partially isometric linear mapping of E into F such that and Ker() Ker();
c) Let be a positive self-adjoint operator on E and a partially isometric linear mapping of E into F such that and Ker() Ker(). Then and .
The domain of is contained in dom() and in dom(). It is dense in the Hilbert spaces loc. cit.) and (Cor. 1, e) of IV, p. 273) and, for every dom(), one has
Consequently, the Hilbert spaces and are equal (Lemma 8), hence dom() dom() and = for every dom().
Formula (16) implies that Ker() Ker() and that there exists a unique isometric linear mapping of Im() onto Im() satisfying for every dom(). Since is self-adjoint, one has Im() Ker() (Prop. 7, c) of IV, p. 236). There therefore exists a unique partial isometry of E into F which extends and vanishes on Ker() Ker(). Since E = Ker() Im(), this mapping is the unique partially isometric mapping such that and Ker() Ker().
Let us prove c). We have . The linear mapping is the orthogonal projector with kernel Ker() Ker() (TVS, V, p. 41, Prop. 5 (ii)) and hence with image Ker() Im() (Prop. 7, c) of IV, p. 236). Consequently, , whence since these two operators are self-adjoint. Thus, it follows that , and the assertion of uniqueness in b) finally proves that .
Definition 7 036I
Let be a closed operator with dense domain from E into a complex Hilbert space F. The pair determined by Prop. 12 is called the polar decomposition of .
Suppose that . Its polar decomposition in the sense of this definition coincides with that of Definition 4 of I, p. 140.
8. Self-Adjoint Operators Defined by a Positive Partial Hermitian Form
In this No., E denotes a complex Hilbert space.
Definition 8 036J
Let D be a vector subspace of E. A partial Hermitian form on E with domain D is a correspondence whose domain of definition is , whose graph Γ is functional, and such that the mapping from into defined by Γ is a Hermitian form. We write dom() .
We say that is a positive partial form if the Hermitian form which it defines is positive.
Let be a self-adjoint partial operator on E. For every elements and of E, we denote by (resp. ) the spectral measure of (resp. of ) relative to .
Let be the polar decomposition of (Def. 7 of IV, p. 290). Let us denote by the domain of . By definition, this is the space of the such that the function is integrable on Sp() with respect to the measure . It contains dom().
Let . The identity function on Sp() is integrable with respect to the measure (Prop. 4, b) of IV, p. 271); we put
Sp()
If dom(), we have by formula (6) of IV, p. 271. The mapping is a Hermitian form on . It defines a partial Hermitian form on E, said to be associated with . If the operator is positive, then the form is a positive partial Hermitian form.
Definition 9 036K
Let be a positive partial Hermitian form on E. We denote by the separated prehilbertian space dom() endowed with the scalar product
We denote by the norm of . We say that the form is closed if is a Hilbert space.
Proposition 13 036L
Let be a positive self-adjoint partial operator on E. Let be the associated positive partial form.
a) The domain of is the domain of , and for all and in dom(), one has ;
b) The positive partial form is closed. The domain of is a core for .
Since is positive, one has . The domain dom() of therefore coincides with dom(), and one has
Sp() Sp()
for and in dom() (prop. 4, b) of IV, p. 271). This proves assertion a).
Moreover, the prehilbertian space then coincides with the prehilbertian space associated with (def. 4 of IV, p. 230). Since is a closed partial operator, this space is a Hilbert space (prop. 4 of IV, p. 230) and dom() is dense in by assertion e) of cor. 1 of IV, p. 273.
Let be a partial hermitian form on E with domain D dense in E. For , let us denote by the linear form on D. We denote by the set of such that the linear form is continuous on D.
Let . Since D is dense in E, there exists a unique continuous linear form on E which extends . We denote it again by . There exists a unique element in E such that for every (EVT, V, p. 15, th. 3). The mapping is linear from into E; the partial operator on E with domain is called the partial operator representing . One therefore has
for dom() and .
Remark 036M
Let be a closed positive partial form and a continuous positive Hermitian form on E. The positive Hermitian form defined on dom() by is a closed positive partial Hermitian form with the same domain as . It is denoted by .
By EVT, V, p. 16, Cor. 2, there exists a unique linear mapping such that for every . The endomorphism is positive and the partial operator representing the closed positive partial Hermitian form is .
Proposition 14 036N
Let be a closed positive partial form with dense domain on E and the partial operator representing .
a) The domain of is dense in the Hilbert space ;
b) The partial operator is self-adjoint and positive.
Since is closed, the prehilbertian space of Definition 9 is a Hilbert space.
Let us prove that the partial operator with domain dom() is bijective. Since
for every dom(), this partial operator is injective.
Let . The linear form on defined by is continuous since . There therefore exists such that
for every (EVT, V, p. 15, Theorem 3). By definition, this means that belongs to the domain of the partial operator representing the partial form with domain dom(), and that . Since by the above remark, it follows that the partial operator is also surjective, hence bijective.
Let us prove that the domain of is dense in . Let be orthogonal to dom() in . There exists dom() such that . We then have
therefore . Assertion a) is therefore proved.
Since dom() is dense in E and for every dom(), assertion a) implies that dom() is dense in E. Since the form is Hermitian (resp. positive), for all and in dom(), we have
(resp. ), so that is symmetric (resp. positive). Finally, the partial operator is self-adjoint by the corollary to proposition 10 of IV, p. 240, and the same is true of .
Theorem 3 036O
The mapping which associates with a positive self-adjoint operator on E the positive partial form is a bijection between the set of positive self-adjoint partial operators on E and the set of closed positive partial forms with dense domain on E. The inverse bijection associates with a positive partial form the partial operator representing .
By prop. 13, b) and 14, b), the mappings described in the statement are well-defined. Let us prove that they are inverse bijections of one another.
Let be a positive self-adjoint partial operator on E and the positive partial form associated with . Let denote the positive self-adjoint operator representing . Let dom() dom() dom(). For every dom() dom(), we have
hence belongs to the domain of and satisfies . The partial operator is therefore an extension of ; since and are self-adjoint, they are equal.
Conversely, let be a closed positive partial form with dense domain and the positive self-adjoint partial operator representing . We have dom() dom(). For and in dom(), we have
by prop. 13, a). Thus, the Hilbert spaces and both contain dom() as a dense subspace (prop. 14, a) and prop. 13, b), respectively) and for every dom(). It follows that and that (lemma 8).
Corollary 036P
Let be a closed positive partial form on E and the positive self-adjoint operator representing . The domain of is equal to the domain of , and we have
for every dom().
The domain of is equal to the domain of (Prop. 13, a)), which coincides with that of cf. Prop. 3 of IV, p. 271). For every dom() dom(), one has
Since the domain of is dense in the Hilbert space (Prop. 14, a)), this formula extends by continuity to every dom().
Example 036Q
Let be a positive partial operator on E which is not necessarily closed. One defines a positive partial form with domain dom() by
for and in dom(). Let be the separated pre-Hilbert space of Definition 9 of IV, p. 292. Let be the Hilbert space completion of , whose scalar product is again denoted by . Since the canonical injection of into E is continuous, it admits a unique continuous extension, denoted by , from into E. The Hermitian form is continuous on , and therefore is also extended to a unique continuous positive Hermitian form on .
Let us prove that the linear mapping is injective. Let Ker(). Consider a sequence in which converges to in . Then one has
lim,
hence the sequence converges to 0 in E. Let . Since is continuous on , it follows that
lim lim
= lim.
Since the space is dense in , it follows that , as desired.
Identifying with its image under in E, one interprets as a closed positive partial form with dense domain extending . The positive self-adjoint operator associated with is a self-adjoint extension of . It is called the Friedrichs extension of .
Remark 036R
Let . Let be a closed partial hermitian form with dense domain such that for every belonging to the domain of . This means that the closed partial hermitian form with domain dom() defined by is a positive partial form. By Theorem 3, such forms therefore correspond to the self-adjoint partial operators on E such that is positive, that is to say such that is bounded below (Def. 7 of IV, p. 237) by .
Conversely, let be a symmetric partial operator on E such that
for every dom(). Then is a positive partial operator on E. The Friedrichs extension of is defined to be the self-adjoint operator , where is the Friedrichs extension of ; it is a self-adjoint extension of , which does not depend on the choice of the real number satisfying (17).
9. Variational Principles for the Spectrum of Positive Operators
In this No., E is a nonzero complex Hilbert space.
Proposition 15 036S
Let be a self-adjoint partial operator on E. Suppose that is bounded below by (Def. 7 of IV, p. 237). Then
inf(Sp()) inf.
Let be the right-hand side of the equality to be proved. Let and let be the spectral measure of relative to . We have
Sp()
inf(Sp()) inf(Sp()),
(formula (6), p. 271), hence inf(Sp()). Conversely, the partial operator is positive, hence inf(Sp()) inf(Sp()) (Prop. 17 of IV, p. 248).
Prop. 9 of I, p. 139 corresponds to the particular case of this proposition when is a hermitian element of (E), in which case it is necessarily bounded below. In this case, one also has
sup(Sp()) sup
(loc. cit.); if does not belong to (E), then this least upper bound is .
Definition 10 036T
Let be a normal partial operator on E. A complex number Sp() belongs to the discrete spectrum of if is isolated in Sp() and if is an eigenvalue of finite multiplicity.
We denote by Sp the discrete spectrum of . Its complement in Sp() is called the essential spectrum of and denoted by Sp.
The essential spectrum of a normal partial operator on E is closed in , since Sp() is closed in and the complement of the essential spectrum is open in Sp(). The discrete spectrum of is not necessarily closed in (exercise 36 of IV, p. 369).
Lemma 9 036U
Let E be a complex Hilbert space and a normal partial operator on E. Let Sp(). Then Sp if and only if there exists an open neighbourhood V of in such that the spectral projector of defined by V is of finite rank.
Let Sp. There exists an open neighbourhood V of in such that Sp(); then the spectral projector is of finite rank (Cor. to Prop. 9 of IV, p. 278).
Conversely, suppose that there exists an open neighbourhood V of such that the spectral projector is of finite rank . By Cor. to Prop. 10 of IV, p. 279, the intersection Sp() contains at most elements, therefore is isolated in Sp(). Hence it is an eigenvalue of of spectral multiplicity at most by Cor. to Prop. 9 of IV, p. 278.
In the remainder of this No., we assume that E is infinite-dimensional; the analogues of the results below when E is finite-dimensional are deduced from No. of IV, p. 153.
Let be a self-adjoint operator bounded below on E. Let be a lower bound of ; the spectrum of is contained in (Prop. 15). Suppose that the essential spectrum of is not empty. We then denote by the greatest lower bound of the essential spectrum of , so that and is an element of the spectrum of . We put Sp Sp(); this is a closed subset of Sp(), hence also of , such that inf(Sp) ; it is called the upper part of the spectrum of . If the essential spectrum of is empty, we put Sp and .
The intersection Sp Sp() is contained in the discrete spectrum of , and its elements are therefore isolated eigenvalues of finite multiplicity; it is said to be the lower part of the spectrum of . Let be the closed subspace of E generated by the eigenspaces corresponding to the eigenvalues Sp. By the Cor. to Prop. 9 of IV, p. 278 and Prop. 8 of IV, p. 278, the space is the image of the spectral projector defined by Sp. Since Sp() is the disjoint union of Sp and Sp, the orthogonal complement of is the image of the spectral projector defined by Sp. If Sp is finite, then the space is of finite dimension; the space is then nonzero, since E is assumed to be infinite-dimensional.
If dom(), then the support of the spectral measure of relative to is contained in the interval (Prop. 9, a) of IV, p. 278), hence
Lemma 11 036W
Suppose that is finite-dimensional. Then, for every real number 0, the image of the spectral projector of defined by is infinite-dimensional.
If is finite-dimensional, then the essential spectrum of is nonempty, hence is finite and belongs to Sp. Moreover, the lower spectrum Sp is finite, hence there exists such that Sp(). The assertion then results from Lemma 9.
Proposition 16 036X
The set Sp is countable, discrete and closed in . It is the set of values of a strictly increasing sequence of positive real numbers; if Sp is infinite, then the sequence converges to .
Let us set T = Sp. It is a closed and discrete subset of by definition. For every integer , the set Sp is compact and discrete, hence finite. Since T is the union of these sets for , the set T is countable.
This concludes the proof if Sp is finite. If Sp is infinite, one concludes by applying Lemma 2 of III, p. 90 to the image S of T by the mapping .
For every integer such that Card(Sp), let denote the multiplicity of the eigenvalue of . Let us set . Let be the sum of the multiplicities . It is the Hilbert dimension of , if one agrees to say that a space of infinite Hilbert dimension is of dimension .
For every integer such that , one defines , where is the unique integer such that
If satisfies , one sets . This case can occur only if Sp is finite, in which case is finite, since it is assumed that E is of infinite dimension.
By construction, the sequence is increasing and, for every element of Sp, the number of integers such that is equal to the multiplicity of as an eigenvalue of . The sequence tends to if and only if the essential spectrum of is empty.
For every , let (resp. ) denote the set of vector subspaces of dimension (resp. the set of vector subspaces dom() of dimension ).
Let be such that and let . One says that F is adapted to if F admits an orthonormal basis such that for .
Let be adapted to . The space F is contained in ; it is generated by eigenvectors of for eigenvalues , and it contains the eigenspaces corresponding to the eigenvalues . Moreover, for every universally measurable subset A of Sp(), the space F is stable under the spectral projector defined by A (prop. 9, c) of IV, p. 278).
Lemma 12 036Y
Let be a subspace adapted to . Every eigenvector of belonging to the space has an eigenvalue .
Let be such that . Let be an eigenvector of for an eigenvalue , and let Card(Sp) be such that .
The condition is impossible, for , and the space F would then contain the eigensubspace for the eigenvalue , contradicting the fact that is orthogonal to F. If , then is an eigenvector for the eigenvalue ; since , the multiplicity is strictly greater than the number of integers such that , which implies that . Finally, if , one has , hence .
For every subspace F of E, let
inf,
sup .
Proposition 17 036Z
a) For every integer , one has
sup inf;
b) For every integer and for every subspace adapted to , one has ;
c) For every integer and for every subspace adapted to , one has .
There exists an orthonormal basis of the space such that dom() and for every such that . For every dom(), one therefore has
For every integer such that , let be the subspace of dimension of generated by . One has dom() and is adapted to .
Let and . Let us prove that and, consequently, that
(19) Fsup.
If , in particular if M is infinite, then the restriction to of the orthogonal projection of E onto F is not injective, hence there exists in orthogonal to F. Since
one has .
If and , then for every real number , there exists of norm 1 in dom() which is orthogonal to F and whose spectral measure has support contained in (Lemma 11 and Prop. 9, a) of IV, p. 278), whence
by definition. Since is arbitrary, one therefore has . Inequality (19) is therefore established.
Let and . Let us prove that and, consequently, that
(20) Finf.
If , observe that the restriction to F of the orthogonal projector onto is not injective, hence that there exists a vector in F orthogonal to . Put and . We therefore have . The elements and belong to the domain of (Prop. 9, c) of IV, p. 278) and are orthogonal to . We have the lower bound
and (formula (18)), whence
If M is finite and , there exists in F orthogonal to , hence , and
by (18). Inequality (20) is therefore proved.
We shall now prove assertions b) and c), which imply that inequalities (19) and (20) are equalities when .
Let us prove assertion b). Let be a space adapted to . We have the Hilbert direct sum
Ker() Ker()).
Let . Write , where and (resp. ) belongs to the second (resp. third) space of the above decomposition. Using again (18) and the fact that every eigenvalue of is , we obtain
If , then by Lemma 12, we have . It follows therefore that , whence . Combined with (19), this implies assertion b).
Let us prove assertion c). Let be a subspace adapted to . Let be an orthonormal basis of F such that for . For every , we have
with equality if , hence .
Let us prove finally that (19) and (20) are equalities when . In this case, M is finite, hence is contained in the domain of ; moreover, we have by definition.
There exists containing . Any element of dom() orthogonal to F is therefore orthogonal to , and satisfies
(formula (18)), hence , and consequently
sup.
Let . Since is finite-dimensional, it follows from lemma 11 that there exists an orthonormal family of elements of E such that the subspace F generated by and is of dimension and is contained in dom(), and such that for all . One then has . Since is arbitrary, one concludes that
inf.
The proposition is proved.
10. Compact Perturbation and Essential Spectrum
In this number, E is an infinite-dimensional complex Hilbert space.
Lemma 13 0370
Let I be an orthonormal family in E. The family I converges weakly to 0 with respect to the filter of complements of finite subsets of I.
Let . By Bessel's inequality (EVT, V, p. 21, prop. 4) and TG, IV, p. 37, th. 1, the family is summable, hence tends to 0 with respect to the filter of complements of finite subsets of I (TG, III, p. 38, prop. 1).
Proposition 18 0371
Let be a self-adjoint partial operator on E and a real number. Then Sp if and only if there exists an orthonormal sequence in E such that tends to 0 in E.
Suppose first that Sp. If the spectral projector of relative to is of infinite rank, any orthonormal sequence in its image answers the question (cf. cor. to prop. 9 of IV, p. 278). We shall suppose in the sequel that this is not the case.
For each , let be the set of such that
The sets are pairwise disjoint. Moreover, for every integer , the sets form a partition of the set
Since the spectral projector of relative to is of infinite rank (lemma 9 of IV, p. 297) and that relative to is supposed to be of finite rank, one deduces from prop. 8 of IV, p. 278 that there exists a strictly increasing sequence in such that the spectral projector of relative to is nonzero. Let be a vector of norm 1 in the image of . The sequence is orthonormal, since the image of is orthogonal to that of for all in .
Let . Let denote the spectral measure of relative to ; its support is contained in (prop. 9 of IV, p. 278). It follows that
therefore the sequence has the required property.
Conversely, suppose that there exists an orthonormal sequence in E such that 0. Let denote the spectral measure of relative to .
Let . Let denote the spectral projector of relative to the open interval . For every , we have
The assumption on the sequence therefore implies that the norm of cannot tend to 0. Since the orthonormal sequence converges weakly to 0 in E (Lemma 13), the projector cannot be compact (Cor. of Prop. 6 of III, p. 6) and is consequently of infinite rank. Since this holds for every , Lemma 9 of IV, p. 297 allows us to conclude that Sp.
The following theorem is the analogue for self-adjoint partial operators of Theorem 3 of III, p. 93.
Theorem 4 0372
Let be a self-adjoint partial operator on E. The essential spectrum of is the intersection of the sets Sp(), where runs through the set of compact hermitian endomorphisms of E.
The partial operator is self-adjoint for every hermitian endomorphism of E, since cf. IV, p. 236).
Let us prove that if is compact, then Sp Sp. Let Sp, and let be an orthonormal sequence in E such that converges to 0 (Prop. 18). The sequence converges weakly to 0 in E (Lemma 13), and since the endomorphism is compact, the sequence converges to 0 in E (Cor. of Prop. 6 of III, p. 6). Consequently the sequence converges to 0 in E, and Prop. 18 implies that Sp.
The essential spectrum of is therefore contained in the intersection of the sets Sp() for hermitian .
Conversely, let Sp. Let be the proper subspace of relative to , and the orthoprojector with image ; it is the spectral projector of relative to (Cor. of Prop. 9 of IV, p. 278). By definition of the sensitive spectrum, the projector is of finite rank, hence compact. Put ; it is a self-adjoint partial operator. To conclude the proof, let us verify that belongs to the resolvent set of .
We have dom(), and the spaces and dom() are invariant under (Prop. 9 of IV, p. 278).
Let dom(). Write , where dom(). From the above, we have
Let V be an open neighbourhood of not meeting the spectrum of , and let be such that the disk with center and radius is contained in V. Let be the spectral measure of relative to . Since is orthogonal to , the support of does not meet V (loc. cit.). We then have
It follows from (21) and (22) that inf(); since is self-adjoint and , the conclusion then follows from Lemma 5 of IV, p. 248.
Corollary 0373
Let be a self-adjoint partial operator on E and a compact hermitian endomorphism of E. Then Sp Sp.
This follows immediately from the theorem.
11. Perturbation
In this No., E is a complex Hilbert space.
If is a self-adjoint partial operator on E and is a hermitian endomorphism, then is self-adjoint (cf. IV, p. 236). This is not so in general when is a symmetric partial operator (Exercise 9 of IV, p. 347). We shall nevertheless obtain positive results of this type in this No.
Definition 11 0374
Let be a partial operator on E. A partial operator on E is said to be bounded relatively to if dom() dom() and if defines, by passage to the subspace, a continuous linear mapping of into E.
Let be a partial operator on E. Let be a partial operator bounded relatively to . There exists a real number such that
for all dom(). The greatest lower bound of the real numbers such that there exists a real number such that
is called the relative norm of with respect to , and is denoted by ,
for every dom(). The relative norm of is therefore less than or equal to the norm of the restriction of to the space .
Remark 0375
Let be a partial operator on E. Every endomorphism is bounded relatively to and its relative norm is zero, since for every dom(), which makes it possible to take in the above inequality.
Theorem 5 (Kato-Rellich) 0376
Let be a self-adjoint partial operator on E and a symmetric partial operator bounded relatively to . If the relative norm is , then the partial operator with domain dom() is self-adjoint.
Since , there exist by definition positive real numbers and such that and for every dom().
Let . Put . We have dom() since the image of is contained in the domain of , which is contained in the domain of by hypothesis. Let dom(). Since is self-adjoint, we have
whence the inequalities and . But then we get
In particular, put for ; we obtain
It follows that and that .
Since 1, there exists such that . Then and ; the endomorphisms and of E are therefore invertible (Prop. 2 of I, p. 22). Since we have the formula , this implies that is surjective; analogously, the partial operator is surjective. It follows that is self-adjoint (Prop. 11 of IV, p. 240).
12. Operators with compact resolvent
In this number, E denotes an infinite-dimensional complex Hilbert space.
Proposition 19 0377
Let be a self-adjoint partial operator on E. The following conditions are equivalent :
(i) There exists an orthonormal basis of E such that is diagonal in the basis B and the absolute value of the family of eigenvalues of tends to infinity along the filter of complements of finite subsets of J;
(ii) For every belonging to the resolvent set of , the resolvent is compact;
(iii) There exists a complex number belonging to the resolvent set of such that the resolvent is compact;
(iv) The spectrum of coincides with the point spectrum of .
Suppose that (i) is satisfied, and let be the family of eigenvalues of . Let be the counting measure on J. The spectrum of is the -essential image of the family (Prop. 22 of IV, p. 252); it is the set of values of this family. For every Sp(), the resolvent is diagonal in the basis B and the family of its eigenvalues is loc. cit.). Since this family converges to 0, the endomorphism is compact (Prop. 2, (iii) of IV, p. 148). This proves that (i) implies (ii).
Since the resolvent set of is nonempty (cf. Prop. 17 of IV, p. 248), properties (ii) and (iii) are equivalent by formula (8) of IV, p. 245 and Proposition 3 of III, p. 5.
Since is normal for Sp() (Prop. 16 of IV, p. 247), condition (iii) implies (iv) by Prop. 15 of IV, p. 247 and Prop. 5 of III, p. 90.
Let us prove finally that (iv) implies (i). Let be the set of orthonormal subsets of E consisting of eigenvectors for . The set , ordered by inclusion, is of finite character (E, III, p. 34, Def. 2) since O belongs to if and only if the sets consisting of at most two elements of O belong to . By E, III, p. 35, Th. 1, there exists a maximal element O of . Denote by F the closed subspace of E generated by O. For , there exists a unique such that (Prop. 17 of IV, p. 248).
The set of values of the mapping of O into coincides with the spectrum of . In fact, on the one hand this set is contained in the spectrum of and on the other hand, if there exists Sp() which is not a value of , then is an eigenvalue of by hypothesis. There exists a vector dom() of norm 1 such that and ; the subset is orthonormal (since eigenspaces of relative to distinct eigenvalues are orthogonal by assertion b) of the corollary to Prop. 17 of IV, p. 248); it belongs to , contradicting the maximality of O.
Suppose that . Then is nonzero. The endomorphism of E is normal (prop. 16 of IV, p. 247). It leaves stable the subspace of E (lemma 4 of I, p. 135). Let be the endomorphism of deduced from by passing to subspaces. It is a continuous and normal endomorphism of loc. cit.) whose spectrum is contained in that of . Since is nonzero, the spectrum of is nonempty (cor. 1 of I, p. 26). Moreover, the spectrum of is not reduced to 0, since the normal endomorphism is nonzero (example 1 of I, p. 110). Let Sp(). Since belongs to the spectrum of , there exists such that , and is an eigenvalue of (prop. 15, a) of IV, p. 247). Since is nonzero, it is an isolated point of Sp(R()) by assumption, hence also of Sp(). Thus, is an eigenvalue of (prop. 5, c) of I, p. 134). Let be an eigenvector of norm 1 of ; it is also an eigenvector of (prop. 15, b) of IV, p. 247), and the set contradicts the fact that O is maximal in . Hence F = E.
The family of elements of O is therefore an orthonormal basis of E formed of eigenvectors of . The spectrum of is closed in , and the point spectrum is discrete; since these sets coincide, the set of elements Sp() such that is compact, hence finite, for every . Thus the family of absolute values of the eigenvalues of tends to infinity along the filter of complements of finite subsets of O. Therefore (iv) implies (i).
Definition 12 0378
Let be a self-adjoint partial operator on E. One says that has compact resolvent if the equivalent conditions of prop. 19 are satisfied.
Proposition 20 0379
Let be a self-adjoint partial operator on E. Then has compact resolvent if and only if the canonical injection of the Hilbert space into E is compact.
Suppose that has compact resolvent. There exists Sp() such that is compact (prop. 19, (iii)). Let B be the unit ball of the Hilbert space . Since is a continuous linear mapping of into E, the subset of E is bounded. Since is compact, the subset is relatively compact in E (remark 1 of III, p. 2). This proves that is compact.
Conversely, suppose that the linear mapping is compact. The complex number belong to the resolvent set of (Proposition 17 of IV, p. 248). We have . Let B be the unit ball of E. For every , we have
and consequently
The image C of B under is therefore bounded in ; since is compact by hypothesis, the set is relatively compact in E (III, loc. cit.). Consequently, the resolvent is compact and has compact resolvent (Proposition 19, (iii)).
Corollary 037A
Let be a closed positive partial form on E and the positive self-adjoint operator representing . The following conditions are equivalent:
(i) The partial operator has compact resolvent;
(ii) The positive endomorphism of E is compact;
(iii) The canonical injection of the Hilbert space (Definition 9 of IV, p. 292) into E is compact.
Since is positive, the real number belong to the resolvent set of (Proposition 17 of IV, p. 248), hence the positive endomorphism is defined, and we have by the functional calculus.
The endomorphism is compact if and only if is compact (Proposition 6 of III, p. 91), that is to say if and only if has compact resolvent (Proposition 19, (iii)). This proves that conditions (i) and (ii) are equivalent.
Suppose that the endomorphism is compact. Let B be the unit ball of the Hilbert space . Since is a continuous linear mapping from into E (Corollary of Theorem 3 of IV, p. 294), the subset of E is bounded, hence the subset is relatively compact in E (Remark 1 of III, p. 2). This proves that is compact. Thus (ii) implies (iii).
The linear mapping from E into is well-defined and isometric (Corollary of Theorem 3 of IV, p. 294). Since , condition (iii) implies (ii) (Proposition 3 of III, p. 5).
Example 037B
Let . Let U be an open set in . Endow U with Lebesgue measure, denoted by . Let Δ be the scalar differential operator on U. The partial operator with domain defined by is closable (Proposition 13 of IV, p. 242) and symmetric (IV, p. 243). It is positive, since for every (U), we have
We denote by the Friedrichs extension of the positive symmetric partial operator IV, p. 295, Example); it is a Laplacian on U, called the Dirichlet Laplacian on U.
Let be the positive partial form associated with . The domain of is the Hilbert space completion of for the positive Hermitian form defined by
for every . In other words, the domain of is the Sobolev space (No. of IV, p. 221).
Suppose that U is bounded. The canonical injection of into is compact; the Dirichlet Laplacian on U is therefore an operator with compact resolvent (Corollary of Proposition 20). Since the Hilbert space is of countable type (Proposition 20 of IV, p. 222), and since the image of is of infinite dimension, there exists an increasing sequence of real numbers tending to and an orthonormal basis of (U), whose elements belong to the domain of , such that for every . One can prove ("Weyl's law") that as T tends to , one has
where is the volume of the unit ball in (INT, V, p. 101, § 8, n) and is the Lebesgue measure of U.
Exercises
Unless otherwise stated, the Hilbert spaces below are supposed complex.
See the exercises for § 5.