Lecture Notes in Physics Edited by J. Ehlers, MCinchen,K. Hepp, ZiJrich R. Kippenhahn, MiJnchen, H. A. Weidenmi~ller,Hei...
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Lecture Notes in Physics Edited by J. Ehlers, MCinchen,K. Hepp, ZiJrich R. Kippenhahn, MiJnchen, H. A. Weidenmi~ller,Heidelberg and J. Zittartz, KOln Managing Editor: W. Beiglb6ck, Heidelberg
78 A. B5hm
The Rigged HilbertSpace and Quantum Mechanics Lectures in Mathematical Physics at the University of Texas at Austin Edited by A. BShm and J. D. Dollard
Springer-Verlag Berlin Heidelberg New York 1978
Author A. BShm Physics Department University of Texas Austin, TX ?8712/USA Editors A. BShm J. D. Dollard Physics Department University of Texas Austin, TX ?8712/USA
ISBN 3-540-08843-1 Springer-Verlag Berlin Heidelberg NewYork ISBN 0-387-08843-1 Springer-Verlag New York Heidelberg Berlin This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically those of translation, reprinting, re-use of illustrations, broadcasting, reproduction by photocopying machine or similar means, and storage in data banks. Under § 54 of the German Copyright Law where copies are made for other than private use, a fee is payable to the publisher, the amount of the fee to be determined by agreement with the publisher. © by Springer-Verlag Berlin Heidelberg 1978 Printed in Germany Printing and binding: Beltz Offsetdruck, Hemsbach/Bergstr. 215313140-543210
TO FRITZ
ROHRLICH
PREFACE The purpose but to make tions
of this papem
a little-known
of q u a n t u m
Therefore
the discussion
will be limited is developed harmonic
mechanics
in Terms
in the
the purpose
statements,
of the physics
general
of This paper
precludes
to a wider
well-known
(Unfortunately,
still
of These mathematical
stand the content
example
notions
of the
have been
is compatible
with
in The second
of proving
hopefully,
subject
the mathematics
to an extent which,
but which,
audience. ~
The whole
form which
the p o s s i b i l i t y
founda-
and mathematics
and the m a t h e m a t i c a l
had to be a b b r e v i a t e d part,
accessable
of the simple,
least
new results,
area in the m a t h e m a t i c a l
to the bare essentials.
oscillator,
introduced
is not to present
The m a t h e m a t i c a l
allows
one to under-
statements).
After
one has once met these notions
for this well known particu-
lar ease,
absorb
form.
one will more
Most of The results
in much more general class
of enveloping
w i t h the symbol To m e n t i o n rial.
cians
easily
these
stated here are known
situations, algebras
in p a r t i c u l a r
of Lie groups.
o) have been inserted generalizations
The general
them in their
mathematical
~It is based on a series and physicists.
for a large
Throughout
background
of lectures
to be True
Remarks
and additional
general
(ending
the paper related
mate-
has been Treated
given
to m a t h e m a t i -
V!
in several monographs 1'2 w r i t t e n by the pioneers of this area, to which we r e f e r the interested reader. One can argue that the subject described here is very useful for physics, because rigorous and therewith ~o~ @l$~h@ physicists
it makes the Dirac formalism
gives a m a t h e m a t i c a l
mathematically
justification
undefined operations which
have been using for generations.
a slightly different
framework
the von Neumann axioms,
It also gives
for q u a n t u m mechanics
in which a physical state is de-
scribed by a collection of square integrable elements differ on a set of m e a s u r e more practical
than
zero.
functions whose
In a p h y s i c a l l y
d e s c r i p t i o n one would associate w i t h the physi-
cal state one test function
(an element of the Schwark space)
which is given by the resolution function of the experimental apparatus that is used in the p r e p a r a t i o n of the state. subject presented here provides
just such a description.
Thus the use of the m a t h e m a t i c a l
structure
set forth here
leads to a physically more practical and m a t h e m a t i c a l l y pler description,
The
sim-
even though it requires one to learn ini-
tially a little bit more mathematics
than that for the Hilbert
space formulation of quantum mechanics. But all this appears to me negligible main feature of this mathematical
compared t o the
structure,
its beauty.
The Rigged Hilbert Space has been one of the most beautiful pieces of art I have come across and has given me joy whenever I looked at it.
I hope that the simplified picture
which is shown in this paper still conveys enough of this
Vll
beauty to please even those physicists who avoid new mathematics because they see no need for complete mathematical rigour in physical calculations. In the following introductory section a general framework for the formulation of quantum mechanics in~ne Rigged Hilbert Space is given.
Though modifications of this frame-
work which incorporate the same mathematical structure are possible, it is within this framework that the subject is developed in the succeeding sections. In section I the algebraic representation space for the algebra generated by the momentum and position operator is constructed in a way very familiar to physicists~ the essential assumption is that there exists at least one eigenvector of the energy operator. In section II this algebraic space is equipped with two different topologies, the usual Hiibert space topology and a stronger, nuclear topology. a dual purpose:
This nuclear topology has
i.) the elements of the algebra are repre-
sented by continuous operators and 2.) there exist eigenvectors of the momentum and position operators,
(-as explained
in the following sections-) neither of which is the case for the usual Hilbert space formulation. In section III the spaces of antilinear functionals are described and the Rigged Hilbert Space is constructed.
VII1 Section IV gives the definition of generalized eigenvectons and a statement of the Nuclea~ Spectral Theorem, which guarantees the existence eigenvectors
of a complete
set of generalized
of momentum and position operators.
Realiza-
Tions of the Rigged Hilbert Space by spaces of functions and distributions
are described and in Appendix V, a simple
derivation of the Schrodinger realization
is given.
CONTENTS
O.
Introduction ........................................
I.
The Algebraic
II.
III. i17.
Structure
I
of the Space of States ..... 7
The Topological Structure of the Space of States ...................................
14
Conjugate
Space of ~ ..............................
28
Generalized Eigenvectors and N u c l e a r S p e c t r a l T h e o r e m ..................................
35
Appendix
I - Linear Spaces,
L i n e a r Operators ...... 47
A Dperzlix II - A l g e b r a ............................. A p p e n d i x I I I - L i n e a r ~Operators in H i l b e r t S~aces .................................
49
~.. 52
A p p e n d i x IV - Proof of Lemma (I 4) Section II by Induction ...........................
55
A p p e n d i x V ........................................
56
References
65
and Footnotes ..........................
~knowledgement
...................................
70
O.
To obtain matical
image
a physical
theory means
of a physical
for the domain Neumann3)~
INTRODUCTION
of quantum p h e n o m e n a
the set of operators
ease that n o s u p e r s e l e c t i o n systems)
the p h y s i c a l
("pure")
physical
all unit rays, operators This objects
rules
operators states
is, a c c o r d i n g
image
to yon
space.
are present
For the
(irreducible
are i d e n t i f i e d in the H i l b e r t
are identified
or equivalently,
a mathe-
The m a t h e m a t i c a l
in a H i l b e r t
observables
set of all self-adjoint the
system.
to obtain
w i t h the space
H and
with the set of
the one dimensional
projection
in H. one-to-one
correspondence
between
of a system and the operators
the physical
in a H i l b e r t
space
has two deficiencies: i) It does not contain
all the information
one has
in
q u a n t u m mechanics. 2) It contains
more
information
than one can ever obtain
in physics. To elaborate infinite are
dimensional)
-- r o u g h l y
means
on
I.):
It is w e l l known
Hilbert
speaking
that all physical
spaces
are isomorphic
-- their algebras systems
that all
(separable
and so
of operators.
w o u l d be equivalent,
This
which
is obviously not the ease ~nless one has only one physical system, which then would have to be the microphysical world). In every practical case one has to consider an isolated physical system which -- though it has to be large enough so that it does not become
trivial w
must be small enough
that one may command a view of its mathematical image. The various microphysical systems in nature have quite distinct properties and must therefore have quite distinct mathematical images.
Thus every particular physical system
has its algebra of operators and its linear space in which these operators act.
The algebra of observables is defined by
the algebraic relations and some additional conditions, like e.g., that a certain algebraic combination of operators be essentially self-adjoint.
A "larger" physical system can of
course be reduced into two "smaller" physical subsystems
(e.g.,
the quantum mechanical Kepler system can be reduced into the hydrogen atom and the electron-proton system).
For a particu-
lar subsystem some observables may be more physical than others and for certain subsystems some observables may be eompietely unphysical (e.g., for the hydrogen atom one can never prepare a state in which the electron position is in a narrow domain of space without destroying it). Thus for a particular physical system not all mathematical operators are physical observables.
Further, for
a particular physical system some observables appear to be more basic than others,and which observables are more basic depends upon the particular physical system.
Therefore, between
it appears
observables
An observable definition
is a physical
the quantity
for it in terms
can be physical state
observables, ment
which
are not p h y s i c a l l y
correspond
to 2.):
namely
topology,
number
of states
from this m e a s u r e Thus eigenstates
2.)--there
are vectors
These are the
but
vectors
of an observable
operator~
e.g.,
of infinite
the vector
energy.
space
dimensional
in a very p a r t i c u l a r
it is complete
of infinite
of one or more
The Hilbert
i.e. with respect
convergence
of
cannot be prepared.
of definition
to the state
sional and it is infinite sense,
the p r e p a r a t i o n
that are observables
realizable.
by an unbounded
expression
then not all
the m e a s u r e m e n t
operators
the domain
that is r e p r e s e n t e d
regard
because
this is c o n n e c t e d with
which
With
are observables,
are not observables
with
a prescription
quantities.
of the observables.
are c o n n e c t e d
which w o u l d
of e i t h e r
state that results
which
lie outside
and the physical
itself or a definite
states~
and a pure
Further--and
that
consists
constitutes
is an eigenstate
of operators
quantity
of other measurable
If not all operators
a physical
to make a d i s t i n c t i o n
and operators.
of an observable
for m e a s u r i n g
vectors
appropriate
w i t h respect
is infinite
to a very p a r t i c u l a r
to a very p a r t i c u l a r
sequences.
Since
can n e v e r be prepared,
dimen-
meaning
of
an infinite
physical
measurements
cannot tell us anything about infinite sequences, but at best give us information about aribtrarily large but finiie sequences.
Therefore, physics cannot give us sufficient
information to tell how to take the limit to infinity, i.e., how to choose the topology.
All that physics can tell us
is that we need a linear space sometimes finite but in general, of arbitrarily large dimensions. I believe that the choice of the topology will always be a mathematical generalization, but then one should choose the topology such that it is most convenient. At the time when quantum mechanics was developed the Hilbert space was the only linear topological space that had structures which were required by quantum mechanics. That is, it is linear to fulfill the superposition principle, and it could accommodate infinite dimensional matrices and differential operators.
Therefore it was natural that y o n
Neumann chose the Hilbert space when he wanted to give a mathematically rigorous formulation of quantum mechanics. With fbi's choice, though, he could not accommodate all the features of Dirac's formulation 4) of quantum mechanics, which von Neumann says is "scarcely to be surpassed in brevity and elegance" but "in no way satisfies the requirements of mathematical rigour". Since that time, stimulated by the Dirac formalism, a new branch of mathematics, the theory of distributions,
has been developed.
The abstraction of this theory provided
the mathematical tool for a mathematically rigorous formulation of quantum mechanics~ which not only overcomes the above mentioned shortcomings of von Neumann's axioms but also has all the niceties of the Dirac formalism. This mathematical tool is the Rigged Hilbert Space, which was introduced around 1960 by Gelfand I) and collaborators and Maurin 2) in connection with the spectral theory of selfadjoint operators.
Its use for the mathematical formulation
of quantum mechanics was suggested around 19655'6); the suggestion to choose the topology such that the observables are represented by continuous operators (for the canonical commutation relation) was made slightly earlier. 3i) We formulate the general framework by replacing the yon Neumann axiom which states the one-to-one correspondence between observables and self-adjoint operators in the Hilbert space by the following basic assumption 7) . A physical observable is represented by a linear operator in a linear space (space of states). The mathematical image of a physical system is an algebra A of linear operators in a linear scalar product space.
The
linear space is equipped with the weakest nuclear topology that makes this algebra an algebra of continuous operators. n Also, the operator A = ~ X i' 2 where Xi, i = 1,2,..n are the i=l generators of A, is essentially seif-adjoint (e.s.a.).
We emphasize again:
An observable is a physical quan-
tity which is defined by the prescription for its measurement. The algebra is the mathematical structure which is defined by the algebraic relations between its generators which represent some basic physical quantities and by other mathematical conditions, like the space in which the elements of the algebra act as operators. The connection between The quantities calculated in the mathematical image, such as the matrix elements
(~
A~) or Tr(AW)
and the quantities measured in the physical world, such as the expectation value (average value of a measurement) M(A), is given by M(A) = (~,A~) or in general M(A) = Tr(AW).
These
connections are stated by further basic assumptions which we will not discuss in this paper. Within the framework of the above stated basic assumption, The actual physical question is how to find the algebra. In non-relativistic quantum mechanics one can usually obtain this algebra from correspondence with the corresponding classical system.
When no corresponding classical system
exists one has to conjecture this algebra from the expertmental data.
I.
The Algebraic Structure of the Space of States We shall treat in detail one of the simplest physical
models, the one-dimensional harmonic oscillator, framework of the basic assumption section.
in the
stated in the preceeding
We will give a formulation which easily generalizes
to more complicated physical models~ and shall remark for which algebras these generalizations The algebra 9)
of operators
are already known.
8)
for the one-dimensional
harmonic oscillator is generated by the operators H representing the observable energy (i)
P representing the observable momentum Q representing the observable position
and the defining algebraic relations are (i)
PQ - QP
l
2 1 p2 m~ Q2 H = [m + --~-~ m, m are constants,
universal or characteristics
of the
system. A is an algebra of linear operators in a linear space, 4, with scalar productI0), (.,')(but ¢ is not a Hilbert space) Further: (2)
P,Q,H are symmetric operators,
i.e.
(P~,~) = (¢~P~) for all 4 , 4 e #. (i) and (2)
do not specify the mathematical
structure
8
completely.
The~e are many such linear spaces in which A
is an algebra of operators (whether the requirement that its topology be nuclear and the weakest puts sufficient restrictions is unknown).
Therefore we have to make one
further assumption to specify the algebra of operators, i.e. the representation of (I) and (2).
This requirement can be
formulated in two equivalent ways: (3a)H is essentially self a d j o i n ~ ( e . s . a . ) or (3b)There exists at least one eigenvector of H. We will use this requirement in the form (3b), as it is this form in which it is always used by physicists. Remark: We remark that either of these requirements leads to a representation of (I) which integrates to a representation of the group generated by P,Q,I (Weyl group); 3a)by a theorem of N e l s o n ) and 3b)because it leads to the well known ladder representation an ladder representations are always integrablelD(in this particular case one can easily see that H in the ladder representation will be e.s.a.). The generalization of (3) is the requirement that A = Z X. 2 be e.s.a. l
For the case that A is the enve~
loping algebra of a Lie group, this will always lead
to an i n t e g r a b l e
representstion
a representation
t h a t is c o n n e c t e d
of a g r o u p
though
(even
The p r o c e d u r e known
and w i l l
be
no
(Nelson
symmetry
m a y be i n v o l v e d ) , representation
only v e r y b r i e f l y :
One d e f i n e s
a = --
Q +
a+= I___ m / ~
Q
P
(4)
1 = ~
(5) N = a + a
These
~
ip
1 H - [ 1
operators
(~, a~)
_
clearly
fulfill
: (a+~,~)
fox e v e r y
: (N¢,¢)
for e v e r y
#,4 e
and
(¢, N¢)
~,@
as a c o n s e q u e n c e
of
As a c o n s e q u e n c e
of (I) a a n d a
e
(2). +
+ (6) a a (7a) As (Tb)
a = i
a consequence
or as
fulfill
+ - a
consequence
of of
(3a) (3b)
N
is
there
i.e.
with a representation
to find the l a d d e r sketched
t h e o r e m ) !2),
e.s.a.
exist
¢k such that _
o is w e l l
1o
(7b)
N¢ k : k¢ l F r o m the
c.r.
(6) then
+
follows
+
N(a¢ l) = a
a a el : (a a
- l) a ¢X = a ( a + a
= a(N-l)~l
(8) i.e.
a¢ l is an e i g e n v e c t o r or
Further
Ila + ~tl
a¢~ from 12
= a(l-l)¢l
with
- l)
¢k =
= (l-l)(a@k)
eigenva!ue
(X-l)
= 0 c.r.
(6)
follow
= (¢k,aa + ¢1) : (¢l,a + a ¢1) + (¢1' l¢l)
IIelll2
= IIa¢lll 2 +
o as ¢1 ¢ o
i.e. +
(9) a ¢1 ~ 0 always. Further
follows
from
+ (I0)
N(a
(6) +
¢i)
= (X+l)
a
+
a ¢1 is a l w a y s
i,eo
(k+l) .
Starting
can o b t a i n
with
an e i g e n v e c t o r CX' w h i c h
was a s s u m e d
eigenvectors m
Cx-m = a with
of N w i t h
eigenvalue N CX-m
m = 0,1,2,...
el
(l-m)
of N
= (l-m)
%k-m
eigenvalue
to exist,
one
11
A f t e r a finite n u m b e r
of steps am~
: 0
Proof: (¢l_m ,N ¢~_m ) : ( l - m ) ( ¢ l _ m , @ l _ m )
: (¢l_m,a+a¢~_m)
: ]la¢~_ml[ 2
therefore (ll)
(l-m)
=
IIa~ l _roll2 ......> 0
ll,x,mll2 i.e.
there exists
a #l-m such that
aCk_ m :
0
We call ¢o the n o r m a l i z e d
vector
¢o i.e.
#0 : i~1~011 ;
[12)
N¢ ° : 0
Then one defines
the states
¢o ].
Cz
:
,/z:
~
l
(13)
+ a
~_ o
+ 2
(a) ¢o t 1 l Cn
-
........ 1
(a+)n¢o
for w h i c h a¢ O : 0
12 which have the property
3) (¢n '¢m) =
(i~)
4)
~nm
For every Cn there exists a Cn+l ~ 0.
The linear space
spanned by ¢o'¢i''¢n ""
we call
~,i.e.
is the set of all vectors
c~'n'(
= ~ ] n=0 ~I, . , where ( n )
Cn
g B and m is a natural number which is arbitrarily
large but finite, We cal I R. the space spanned by ¢i' i,e. l
Rl" = {e¢iIse~}'(R'l are the energy eigenspaces), Using R i instead of ¢i we have a formulation applies when R i is not one dimensional.
which immediately
Then ~ is the algebraic
direct sum of the R.
1
:
R
a{g. i
In other words Y is the set of all sequences ¢:(¢o,¢i,¢2,..¢m,000...) where the algebraic
with ¢i ~ Ri
operations
of the linear space are
defined by
¢ + @ : (¢o + @o' ¢i + ~I' ~¢ = (~¢o' ~¢I
""
)
"'" )
13 The scalar product
is
m (#,~)
=
Z
(%i,~i)
i=o
And the n o r m is
ii ii2
m =
Z (Cirri) i=O
As the sum goes only up to an arbitrarily n u m b e r m the question (~i,¢i)
of convergence
large but finite
of the sum of numbers
does not arise.
is a linear now equip
space without
~ with a topology,
topological
space.
any t o p o l o g i c a l
structure.
i.e. we construct
a linear
We
II,
The Topological
Structure
A set ~ is a linear axiom of countability I) ~ is a linear
topological
of States
space(in
which the first
is fulfilled)' iff
space
II) For a sequence element
of The Space
of elements
is defined
of a convergent
of ~ the notion
(the limit
sequence
is unique
converges
of a limit
and a subsequence
to the same
limit
point) III) The algebraic i.e.
l)a)
operations
of the
linear
space
If # ~ ~n ÷ ~ ~ ~ then also ~ n
÷ ~¢
b) If ~ ~ a n ÷ ~g~ then also en~ ÷ ~
2)
is not the most
on also use spaces
bility
~g#
for
definition
of a linear topological
for our present
purpose
in w h i c h the first
(we will
axiom of counta-
is not fulfilled).
In a given in various
ways
linear leading
All the t o p o l o g i c a l edness,
for every
E ~; n : 1,2, ....
general
space but it is sufficient later
for e a
If ¢n+¢ and ~n ÷ ~ then Cn + ~n ÷ ¢+~
Cn,~n,¢,~ This
are continuous
closure,
space the convergence to various
notions
linear
topological
like continuity,
completeness...depend
can be defined spaces.
denseness,
bound-
then on the definition
of convergence. We shall
introduce
into ~ three
different
topologies.
IS
As a first example Hilbert
space
fulfills
we introduce
topology
T H (ane
the conditions
la)
into
~ the w e l l known
can check that this really
ib) and 2) of the definition. )
Def: 14) (i) qbT
÷ ~ fom Y ÷ ~ To undemstand
÷÷
the melation
space H let us intmoduce Def:
A sequence
sequence
w i t h respect
(2) an N such that Def:
A linear
every
Cauchy
an e l e m e n t
notion:
in
Space)
is called a Cauchy
to THif fore evemy
C > 0 there exists
l lXn - Xmll
< g for every m,n
> N.
topological
space
complete
sequence
R is called
{x } has a limit element n
all
is not complete
x which
limit elements
it can be completed
of Cauchy
It is easy to see that ~ is not Let us consider
the infinite
sequences TH-complete:
sequence
(3) h = (hl~ h 2, h 3 ... h i ...) with h i e R i h. ~ 0 for all i l 2
i=0
if
of the space R.
If a space adjoining
the following
(Nommed
and the H i l b e r t
between
{x n} of elements
a space with a n o r m
for y-~.
I I~y - ~II +0
by
to it.
is
16
F r o m this
follows
llh n II ÷ 0
z
llhiil
for n
2 ÷ o
÷
~
and
for n +
i=n+l
h is n o t an e l e m e n t Let us
of ~, b e c a u s e
consider SI,
it is an i n f i n i t e
sequence.
the s e q u e n c e
$2, S 3 ....
with
Si £
where
4) Sn = (hl, h 2,
As
S
n
- S
m
... hn,
= (0,0,
O, 0 .... )
... 0~ hn+l~
hn+ 2
..... hm,
00
..... )
we h a v e
IlSn-Sml i.e.
I = Ilhn+z+hn+2+hmll
{S } is a
÷ 0 for
n~
Cauchy sequence.
n
The T H - l i m i t
element
of S n is h:
TH S
because
n
÷h
I IS n - hl 12 =
I lhi
Z i:n+l
112
÷ 0 for n + ~
i
B u t h ~ •. If we a d j o i n
to
• all the
limit e l e m e n t s
of C a u e h y
sequences
17
i.e.
take
in addition
to the elements
= ( ¢ I ~ 2 ' .... ~n 0 0 0 .... )~ n a r b i t r a r i l y elements
h of the k i n d defined
in
(3),
large,
then we obtain
the
a com-
plete notched space in w h i c h the n o r m is given by the scalar product; space
this
is the H i l b e r t
H is the completion
defined by Def.
m)
space
H.
Thus ~ the H i l b e r t
of~ with ~espect
To The t o p o l o g y
(I).
A subspace
S of a complete
topological
space X is called
if S O {all limit points Thus
~ is a TH-dense The space
which
fulfill
subspace
this
H =
E i=c
and is called the H i l b e r t i a n direct
is written
as
l
direct
sum or orthogonal
sum of the R.. l
Thus the H i l b e r t i a n the a l g e b r a i c
direct
T@ is defined
direct
sum is the
sum w i t h respect
We n o w introduce T@~
X.
of all h = (ho,h I ...), h i c R i
space @R.
=
of H.
{4 is the space (3)~
of S}
We take the original
of
to TH.
into T a n e w topology
in the following
completion
which we call
way:
scalar p r o d u c t
( • , • ) and define
dense
18
the following quantities (6)
(¢,~)p = (¢,(N+I)P~)
and II $I Ip Remark: N~
p = 0,i,2~
...
= /(~,~)p
Before proceeding we note some properties of the operator
N is essentially self-adjoinT.
This is easily proved
using one of the criteria of essentially self-adjoinTness: Lemma:
An operator A is e.s.a, if (A+I) -I is continuous
and has a dense domain in H. !
The spectrum of (N+l) -I is n-~' consequently it is continuous.
Its domain is ~
quently N is e.s.a..
which is dense in H.
Conse-
As a consequence N+l is e.s.a.
Further (N+l) p for every p is e.s.a. 16) From the spectrum of (N+l) p one sees immediately that (N+l) p is positive definite.
From This it is easy to see
that (¢,~)p for every p fulfills the condition of a scalar product and
tloi 1t, Ill! tl, 1125 Remark:
.
.
.
Further, these norms are compaTible~ i.e., if a sequence
converges with respect to one norm and is a Cauchy sequence with respect to a/%other~ then it also converges with respect to This other norm. o A space in which a countable number of norms
(scalar-
19
products) are defined is called a countably normed 8~alar product) We now define
(countably
space.
T~ by:
Def: T~ (7) C y ÷ #
÷÷
lie T - ~II ÷ 0 P
From this definition (8)
•~ From Cy ÷ 0
Therefore
one immediately
(coarser)
A sequence
p and for every
sees
TH follows ~y + 0
T¢ is called stronger
called w e a k e r
Def:
÷
for every p.
than
but not vice versa.
(finer) than
TH, and
TH is
T#.
{x } is called a T¢-Cauchy sequence if for every Y e > 0 there exists an N = N(c~p) such that
x II
for every
>N.
P There are more quences because
TH-Cauchy sequences
for x H - Cauchy
than T#-Cauchy se-
sequences
(9) needs to be
fulfilled only for p = 0. We e o m p l e t 6 ~ limit
with respect to T~, i.e. adjoin to ~ the
points of all r#-Cauchy sequences.
cal space that we obtain by completing call 4. Then C ~,
• is ~ - d e n s e
in ~.
The linear topologi-
~ with respect to T# we
20
¢ is called a countably Hilbert are more TH-Cauchy sequences
space.
than T¢-Cauchy
As there
sequences
it
must be that (10) Thus
~ C ~ C H. ~ is T¢~dense in ¢ is
and
TH-dense in H
# is TH~ dense in H,
as already ~ is TH- dense in H •
To get a feeling for ¢ let us see which of the infinite quences
(3) that are elements
that h : (ho,hl,..) with
of H are also elements of ¢.
~ H be a limit point of a T¢-Cauchy
Sn = (h I h 2 ... hn 000)
seIn orde~
sequence
s
i.e. in order that: 3¢ S
n
÷h
one must have IIS
(Ii)
n
- hll ÷ 0 P
for every p , i.e.
((Sn-h),(N+i)P(Sn-h))
÷ 0
for every p,
i.e.~ one must have Z ( ~ ( N + I ) p h i ) = Z (i+l)Pllhill 2 ÷ 0 i=n+l i=n+l Therefore,
only those h a H are ~ -limit points of T¢-Cauchy
quences of elements
of ~ ~ t h a t
0 there exists an ( q ~ ) ( £ )
such that
(for every
IF($){
< £ for all
withl l¢l lq The set of antilinear functionals
on a space ~ may be
added and m u l t i p l i e d by numbers according to
: ~÷S (s) (~FI+~F 2) (¢) = eFI(¢)+SF2(¢)
The functional ~FI+SF 2 defined by (3) is again a lineam functional. Thus the set of a n T i l i n e a r forms a linear space.
functionals
on a linear space
This space is called the algebraic
dual or algebraic conjugate
space and denoted ~X.
29
Continuous antilinear funcTionals have not only to fulfill
(i) but also (2), therefore the set of continuous
antilinear functionals, which also forms a linear space, is smallem Than The set ~X and depends --like all Topological notions -- on The particular Topology that has been chosen. We shall denote the set of all T¢- continuous by ~X and the set of all TH-continuous As every sequence
{¢y} with
functionals
functionals by H X.
#y + 0 has the property ¢y ~H0
i.e. There are more TH=convergent
sequences than T#-convergenT
sequences and ~(#v ) ÷ F(0)) = 0 must be fulfilled for all TH-convergent
sequences
if F = F(~)E H ~ and for all T~-con~
vergent sequences if F = F (¢) e CX the set of F (H) e H X will be smaller Than the set of F(@)e CX (because There are more stringent conditions on elements of H x) .
Therefore:
HX
is the smallest set and ~X is the largest set of The sets H X, cX,
~X.
In a scalam product space each vector f e ~ defines an antilinear
functional by
(5):F(¢)
def (¢,f)
It is easy to see that F defined by the vector f as given in (5) fulfills the condition diTions
(i) if (¢ ~ f) fulfills the con-
for a scalar product.
30
Further if ~y + ¢ then for every f e • (even for every f e H) (~y~f) + (~ ~f) (every strongly convergent sequence converges also weakly).
Thus the functional defined by (5)
fulfills F(~y) ÷ F(~)~ i.e. it is a continuous antillnear functional.
Thus the scalar product defines a continuous
antilinear functional. In the Hilbert space the converse is also true~ i.e. any antilinear TH-continuous
functional
can be written as
a scalar product according to the F~echet-Riesz For every antilinear
TH-Continuous
theorem:
functional F (H)
there exists a unique vector f ~ H such that (6)
=F(H)(¢)=(¢,
f)
for all
¢ e H
Therefore we can identify the Hilbert space H and its conjugate H X by equating F ~ H X with the f e N given by (6). Then with (II~9) we have the situation: (7) ~ C # C H
= HX
For TH-continuous
functiona!s
F (H) the symbols
are the same~ after the identification (9)
and (,)
F (H) = f~
: (%,f)
However for the larger class of T#-continuous F the symbol is defined~ whereas
functionals
(%,F) is not unless
F ~ ~X is already e ~X in which case we identify:
(10)
= = (~,F)
31
In ~X one can introduce
various topologies
and there-
with various meanings of convergence of countable sequences. An example is the weak convergence convergence Def:
in H) :
A sequence of functionals
converges
(in analogy to the weak
{Fy} C ~ X
(weakly) to a functional F
(Ii) + ~
iff Y + ~
for every ~ E ~.
One can show that ~X is already complete with respect to The topology TX of this convergence. Remark:
~X is a space in which The topology cannot be com-
pletely described by the description limit of countable sequences
of the passage to the
(~X does not satisfy The fimst
axiom of countability and is, therefore, a more general topological space than those defined by our definition in II). Therefore we cannot attempt to prove the following statements.283o As #X is a linear topological space we can consider the T X -contanuous antilinear functionals
~ on ~X i.e. the set
#XX of all those functions on #X which satisfy
(i x ) ~(~Fl+SF 2) = ~ ~(F I) + [ ~(F2),FI,F2e~X; or in other notation
< Fl÷B 2r;> =
~,Se~
S2 and X (2 x) ~(F 7) ÷ ~(F) for every Fy ÷ F #XX is a linear topological
space if addition
and multiplica-
tion are defined by:
36
We shall use this definition only for the case that A is e.s.a.
(often one defines the generalized eigenvector
by F(A+~)
= %F($) where A + is the adjoint operator of A),
Let us assume A has generalized eigenvectors Hilbert space i.e. F in (I) is an element of HX.
in the Then (i)
reads (2)
~A~I~
= (A¢~f)
= (¢,A+f)
= ~(~,f)
for every ~ g ~ and consequently (3) A+f=~f
and if
A is e.s.a.
(since ~ is TH-dense
in H)
A+f = Af = ~f = ~f
Thus a generalized e i g e n v e c t o r which is an element of the H i l b e r t space is an ordinary e i g e n v e c t o r to the same eigenvalue it is an e i g e n v e c t o r
corresponding
(for the case That A is not e.s.a.
of A+).
Before we formulate The nuclear
spectral theorem let
us start with a few remarks. Every self-adjoint
operator A in a finite dimensional
Hilbert space has a complete there exists an orThonormal
(4) A hcl.)=lih(l.) l l
system of eigenvectors. set of eigenveetors
Iki)(lilh)
h(l.)=ll i) l
(hck.), h(k.))=(k i II i) = gi'i l l
such That for every h e H n (5) h = Z i=l
I.e.
n = dim H
H
87
The set of all eigenvalues spectrum
A = {~l,12,...In}
of A.
For an infinite is no more true,
dimensional
Hilbert
in H (e.g.
Q).
tor A in H is defined
as the set
A-A1 has no inverse.
The spectrum
is a subset
A in the infinite
ment
carries
dimensional
i.e.
oscillator
A operator
we restrict
A is cyclic
that Akf~ k = 0~I~2~...
2h ~
generalization
There exists
~)
ourselves
to cyclic
operators.
f ~ H such
space.
span the entire statement
operator with
spectral
an orthonorma!
discrete
It Qk~ = n H.
to the ease spectrum
theorem: set of eigenvectors
h~i = l~i ) ~ H
problems
of the o n e - d i m e n s i o n a l
is a vector
any n
state-
To avoid
for the p r i n c i p a l
problem
of the above
self adjoint
given by the following
case.
P and Q are cyclic because
n
of a cyc!ie
dimensional
if there
(a + a+) k # ~ k = 0,i~2..., The
then the above
span the entire Hilbert
is clear that the operator
operator
space H has only a dis-
if A = {If,12,...}
for the special
operator
If the self-adjoint
Hilbert
that
i for w h i c h
of a self-adjoint
which are inessential
and inapplicable
Def:
statement
of an opera-
A of all those
over to the infinite
complications
harmonic
The spectrum
of the real axis 28)
spectrum,
space this
in fact we know that there are operators
have no eigenveetor
crete
is called the
is
38
Ahl. = lihl., 1 i
k i e A,
(hk-'hl.) l 3
= ~I.I. 13
such that for every h e H
h = Z h%i(h%i,h) = Y.{%i )(%i{h) i:l i
(B)
~Ad~(l)!l)(Xlh)
:
The measure one point
is concentrated
p
sets have measure one~ i,e.
The operator
H is an example
remark that all eigenvectors position
eigenvectors statement
continuous in H.
holds
D{l. } = 1 l
of such an operator.
(7) of A appear
We
in the decom-
spectrum,
However
then there are no such
a generalization
of the above
in the form of the following N u c l e a ~
Spectral
29)
Let @ C H C e.s.a.
I. e A and l
(8),
If A has
Theorem:
on the eigenvalue
@)< be a rigged H i ! b e r t
T@-continuous
generalized
operator.
space and A a cyclic
Then there exists
a set of
eigenvectors
(9) (lO)
A×IX> =
XlX>,~eA
i.e. :
: k
for every ¢ e such that for every fined positive
~,~ e @ (~ e ~XX) and some uniquely
measure
~ on A
de-
39
(ll)
(~,,~) = /du(X) A
= /dv(X)<XI~> A
which is written formally
A
If we set ~ = ~ in (ii) then we see that from the vanishing of all components
of the spectral d e c o m p o s i t i o n
of
c o r r e s p o n d i n g to the operator A, it follows that II~II = 0 i.e. that ~ = 0.
Because of this property the set of gen-
eralized
eigenvectors
complete
(in analogy to the completeness
ordinary eigenvectors
II > occurring
in (Ii) or (12) is called of the system of
in (8)).
This spectral theorem assures the existence of a complete set of generalized eigenvectors
of the operator Q
(and P), i.e. of generalized vectors that fulfill: (13)
QXIx>
=
xlx>,
p X I p > = PlP>
and with the help of which every ~ e # can be written (14)
~ = / d~(X) x
Ix><xI¢ >,
¢
= fd~(p) Ip> spectrum P
where X =spectrum Q. The fact that there is a complete does not tell us what this spectrum is.
set of eigenveetors
40 It is widely known that the spectrum of Q and P is the real line.
However it is not so widely known that the deri-
vation 30) of this is far from trivial.
The reason for This
is that the problem of the physicist was the reverse of the problem described hez'e, namely to find the defining assumptions (I~l) and (I~3)~ from the spectrum of Q whioh was assumed to be the real line.
(of. remark on p. 49).
We will in The following only describe the results, the derivation of which will be given in the Appendix V. The set of generalized eigenvalues of Q and P is the complex plane.
The spectrum of Q and P is the following
subset of The set of generalized eigenvalues. spectrum Q = {xI-~<x
: ~(x'-x)
we have
(l~)
~ = { dxlx><xl,> --OO
41 Every vector ~ e ~ is fully characterized by its components
<xl~> with respect to the basis of g e n e r a l i z e d eigen-
vectors
Ix> (in the same way as every vector x in the 3-dimen-
-~
o
sional space can be equivalently
described by its components 3 i ÷ ÷ i ÷ x with respect to 3 basis vectors e i according to x = 7~ x e i i=l or a vector h ~ H by its components (hi~h) with respect to a complete basis
system h i i=i~2,...).
is called a realization tions
The function
<xl~>
of the vector ~ and the set of func-
<xI~> for every $ e ~ is called a r e a l i z a t i o n
of The
space ~. The realization differentiable
of ~ is the space S of all infinitely
functions
$(x) = <x l ~ w h i e h ,
their derivatives
Tend to zero for
any power of i~ I
( S chwar~z Spa ce).
IxI~
together with
more rapidly than
In this realization of ~ by S the o p e r a t o r Q is r e a l i z e d by the m u l t i p l i c a t i o n with x and the o p e r a t o r P is realized by
the d i f f e r e n t i a l
operator in S:
<xlQl*>
= x <xl*>
<xIPf*>
= ~_a
(17)
The elements polynomials
<xJ,>
of the algebra A are then r e a l i z e d by
d in x and ~
.
We can, according to (III,!2)
consider ~ in (14) or
42
(ll) as the functional on the space #X at the element F e ~X:
: : and write
= Idx <xl;> The l.h.s, of (187 is well defined and, consequently, the r.h.s.
so is
However one factor in the product of the inte-
grand~ has not been defined so far.
We define by
(!8)~