University of Windsor University of Windsor
Scholarship at UWindsor
Scholarship at UWindsor
Electronic Theses and Dissertations Theses, Dissertations, and Major Papers
1-1-2006
Projective tensor products, injective tensor products, and dual
Projective tensor products, injective tensor products, and dual
relations on operator spaces.
relations on operator spaces.
Fuhua Chen
University of Windsor
Follow this and additional works at: https://scholar.uwindsor.ca/etd
Recommended Citation Recommended Citation
Chen, Fuhua, "Projective tensor products, injective tensor products, and dual relations on operator spaces." (2006). Electronic Theses and Dissertations. 7096.
https://scholar.uwindsor.ca/etd/7096
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Fuhua Chen
A Thesis
Submitted to the Faculty of Graduate Studies and Research
through Mathematics and Statistics
in Partial Fulfillment of the Requirements of
the Degree of Master of Science at the
University of Windsor
Windsor, Ontario, Canada
2006
1*1
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iii
Abstract
For operator space V and W , th ere are different ways to define an operator space
stru c tu re on th e algebraic tensor p roduct V <g> W , among which th e projective tensor
^ V
product, denoted by V ® W , and th e injective tensor product, denoted by V ® W,
take an critical role for their “Projectivity” and “Injectivity” . In this thesis, we
discussed some fundam ental properties for these two tensor products.
Among those properties of projective tensor products, th e Fubini theorem is es
pecially interesting and useful. Let H and K be H ilbert spaces. T hen we have a
com plete isom etry B { H ) * % B { K ) tf = B ( H <82 A '),. T his property can be extended to von N eum ann algebras 7Z C B ( H ) and S C B ( K ) , i.e., A*§ 5 * = ( R®S) * is a
com plete isometry, which is due to E. G. Effros and Z.-J. R uan. We present a detailed
proof for this result and its extension in C hapter 5.
Let X , Y and Z be linear spaces over F (F = C or 1 ) . It is well known th a t
for every bilinear m apping B € B L { X x Y , Z ) , there exists a unique linear m apping
B € L ( X <8> Y , Z ) such th a t B ( x , y) = B ( x ® y) for all x E X and y E Y. The
correspondence B — > B is an isomorphism between th e vector spaces B L ( X x Y, Z)
and L ( X <g> Y , Z ) . T hen an interesting question is th a t, for operator spaces V, W and
X , which subspace of B L ( V x W, X ) can be identified w ith C B { V ® W , X ) , and which
subspace of B L ( V x W , X ) can be identified w ith C B ( V ® W , X ) . A bout th e first
p a rt of th e question, it has been known th a t C B ( V ® W , X ) = J C B ( V x W , X ) . T he
answer to th e second p a rt of the question is not clear. Z.-J. R uan proved th a t, for
v
th e particular case Z = C, (V ® W) * = I (V, W*) is a com plete isom etry if and only
iv
C hapter 6. Some examples of operator space w ith completely local reflexivity are also
Acknowledgements
I would like to express my gratitu d e to my supervisor Dr. Zhiguo Hu for her
perspective guidance, frank suggestion and sincere help. Her instruction in research
m ethods will benefit me in my whole life. In com pleting th is thesis, she spent lots of
tim e helping me to correct it. So, I w ant to say thanks once m ore to her.
I would like to give my great thanks to Dr. Mehdi S. M onfared for all his patient
help and kind encouragem ent. I would like to give my thanks to Dr. Tim Traynor for
his instruction in my stu d y and his willingness to be th e departm ent reader. I would
also like to th a n k Dr. X. Chen for serving as the external reader for my thesis.
I am very grateful to Dr. Zhiguo Hu for th e Research A ssistantship th a t she
provided to me. I also w ant to express my th an k s to th e University of W indsor for
th e G rad u ate A ssistantship and p a rtial tuition scholarship. G reat thanks should be
given to th e O ntario Government. D uring my study, I received the OGS scholarship
an d O SA P assistantship from th e governm ent, which greatly improved my family life.
In th e University of W indsor, I spent a good tim e. M any people helped me. It is
im possible to list all of them . However, I still w ant to give my particular thanks to
Mrs. D ina Labelle for her m any m any kind and p atien t help. I am very appreciate
th e tim e th a t I spent w ith my classmates. W ith o u t them , my study would become
dull.
Last b u t im portantly, I w ant to give my thanks to m y wife for her assistance and
su p p o rt during my study. I w ant to say sorry to my daughter for having little tim e
C ontents
A b stract iv
Acknowledgements v
C h ap ter 1. Introduction 1
C h ap ter 2. Prelim inaries 3
2.1. B anach spaces 3
2.2. H ilbert spaces 4
2.3. C '-alg eb ras 4
2.4. Arens P roducts 5
2.5. Space of M easures 6
2.6. Algebraic Tensor P roducts 8
C h a p te r 3. O perators on H ilbert Spaces 10
3.1. Introduction to B ( H ) 10
3.2. Com pact O perators 12
3.3. Trace Class O perators 14
3.4. F urther Results on K ( H ) , T C ( H ) and B ( H ) 18
C h ap ter 4. Introduction to O perator Spaces 27
4.1. C oncrete O perator Spaces and A bstract O perator Spaces 27
4.2. Com pletely Bounded Linear M appings 34
4.3. T he R epresentation Theorem 36
CONTENTS vii
4.4. Some Usual O perator Spaces Induced by Given O p erator Spaces 39
4.5. D ual Space and M apping Spaces 42
C h ap ter 5. Projective Tensor P roducts 49
5.1. Projective Tensor P roducts of Banach Spaces 49
5.2. P rojective Tensor P roducts of O perator Spaces 52
5.3. Com pletely Bounded Linear M appings
on Projective Tensor P roducts 55
5.4. P rojectivity 57
5.5. Trace Class on O perator Spaces 59
5.6. Fubini Theorem 65
5.7. Extension of Fubini Theorem 73
C h ap ter 6. Injective Tensor P roducts 77
6.1. Introduction to Injective Tensor P roducts 77
6.2. B anach D ual of Injective Tensor P ro d u cts 85
6.3. O perator D ual of Injective Tensor P ro d u ct 90
Bibliography 105
C H A P T E R 1
Introduction
For operator spaces V and W , there are different ways to define operator space
stru c tu re on th e algebraic tensor product V <g> W , in which th e projective tensor
^ v
pro d u ct V ® W and injective tensor product V <g> W are especially im p o rtan t for their
“projectivity” and “injectivity” , respectively. In this thesis, m any comprehensive
properties for these two tensor products are discussed, m ost of which are proved.
For any H ilbert spaces H and K , there is a n a tu ra l com plete isom etry
B ( H ) t §>B(K)„ = B ( H ® 2K ) t .
T his property can be extended to von N eum ann algebras K C B ( H ) and S C B ( K ) .
T his extension is due to E. G. Effros and Z.-J. Ruan. In this thesis, detailed proofs
for these two results are presented.
If V is a com plete operator space, then V* has a dual realization on a H ilbert
space H, i.e., there is an em bedding <p : V — > B ( H ) th a t is a weak* homeomorphic
com pletely isom etric injection. Let V* and W* be th e dual operator spaces of com
plete operator spaces V and W , respectively, w ith dual realizations 7Ti : V* — > B ( H )
and 7T2 : W* — > B ( K ) . We have two dual tensor products associated w ith these rep
resentations. O n one hand, the norm al spatial tensor p roduct V* ®W* is defined to be
th e weak* closure of V* ® W* in B ( H <£>2K ) , where B ( H<g>2K ) = ( B ( H ) t <g>B(K)t )*.
O n th e other hand, th e norm al Fubini tensor p roduct V* ®FW* is defined by
V*®FW* = { u € B ( H ®2 A") : {ui\ <8> i d)( u) € W* and (id ® u>2)(u) € V* for all u>1 G B ( H ) * , u2€ B ( K) * } .
T h e relation between the norm al spatial tensor product and th e norm al Fubini tensor
p roduct is revealed in [13]. We give all th e proofs in detail in C hapter 5.
Let X , Y and Z be linear spaces over F (F = C or M). It is well known th a t
for every bilinear m apping B G B L ( X x Y , Z ) , there exists a unique linear m apping
B G L ( X <g> Y , Z ) such th a t B ( x , y) = B ( x ® y) for all x G X and y G Y. The
correspondence B — > B is an isomorphism between th e vector spaces B L ( X x Y , Z )
1. INTRODUCTION 2
a n d L ( X ® Y , Z). T hen an interesting question is th a t which subspace of B L ( V x
W , X ) can be identified w ith C B { V ® W , X ) , and which subspace of B L ( V x W , X )
can be identified w ith C B ( V ® W , X ) .
A bout th e first p a rt of th e question, it was proved by D. Blecher and V. Paulsen
in 1991 (see [3]) th a t C B ( V ® W , X ) = J C B ( V x W, X ) , where J C B ( V x W , X ) is
th e linear space of jointly completely bounded bilinear m appings. T he answer to the
second p a rt of th e question is not clear. Even in th e Banach space case, we only know
th e answer for th e particular case Z = C, i.e., ( X ®A V)* = B j ( X x f ) = I ( X , Y * )
for Banach spaces X and Y . However, this m otivates people to look for a similar
V
result for operator space case. In paper [12], Z.-J. R uan proved th a t (V <g> W) * =
I (V, W*) if and only if W is completely locally reflexive. We present a detailed proof
of this property in C hapter 6. Some examples of operator space w ith completely local
reflexivity are shown.
Having a review of th e Banach space B ( H ) of all bounded linear operators on a
H ilbert space H is very useful for understanding ab stra ct operator spaces. In C hapter
3, after reviewing representations for the spaces K ( H) of all com pact operators and
T C ( H ) of all trace class operators, which are cited from [25], we prove th a t for any
H ilbert space H, B ( H ) is isom etric to M i for some index set I, where M i is the
norm ed m atrix space w ith a norm defined by
||F || = s u p { ||F '|| : F 1 is a finite subm atrix of F }
(see Theorem 3.4.5). T he double dual relation K( H) ** = B ( H ) (see Theorem 3.4.6)
is well-known. We prove two aspects of th e relation. First, th e correspondence
B ( H ) — > K( H) **, x i— > f x , is m ultiplicative, where th e m ultiplication in B ( H )
is operator com position and the m ultiplication in K(H)** is th e Arens product (see
Theorem 3.4.7). Second, the correspondence between B ( H ) and K( H) ** preserves
th e corresponding m odule structures (see Theorem 3.4.8 and Theorem 3.4.9).
C hapter 4 is a brief introduction to concrete operator space and ab stra ct operator
space. We will see th a t every concrete operator space is an ab stra ct operator space
(Proposition 4.1.7), and th e converse is also tru e in th e sense th a t every ab stract
op erato r space is completely isom etric to a subspace of B ( H ) for some H ilbert space
C H A P T E R 2
Prelim inaries
In this chapter, we will collect some notation and conventions which will be used
throughout this thesis.
2.1. Banach spaces
Given a vector space V over a subfield F of the complex num bers C such as the
complex num bers themselves or the real or rational num bers, a sem i-norm on V is a
function p : V — > [0, oo), x i—> p(x), w ith the following properties:
For all a 6 F and all u, v 6 V,
(1) p(av) = |a|p(u) (positive homogeneity or positive scalability); (2) p( u + v) < p(u) + p(v) (triangle inequality or subadditivity).
A norm is a semi-norm w ith th e additional property
(3) p(v) = 0 if and only if v is the zero vector (positive definiteness).
A norm ed (vector) space is a pair (V, || • ||), where V is a vector space and || • ||
is a norm on V . A Banach space is a norm ed space th a t is com plete w ith respect to
th e m etric defined by th e norm.
Th e o r e m 2.1.1. I f ( X , || • ||) is a normed space and Y is a vector subspace o f X ,
then the norm closure Y is still a subspace o f X . Moreover, i f X is a Banach space,
then Y is a Banach space.
Let A be a Banach space, M a closed subspace of X , and X / M th e quotient
vector space. Let Q : X — > X / M , i h i + M , be th e n a tu ra l quotient mapping.
Define a function || • || : X / M — » [0, oo) by \\x + M\\ = inf{||a: + y\\ : y €. M } for all
x e X . T hen || • || is a norm on X / M . Moreover, X / M is a Banach space.
A linear functional on a norm ed space A is a linear m ap / : A — > C. / is said
to be bounded if ||/ || = sup |/(a:)| < oo. All bounded linear functionals on A form
IMI<i
a linear space and || • || defines a norm on this space. D enote by A* the norm ed space
of all those bounded linear functionals equipped with th e above norm. T hen A* is a
2.3. C -A L G EB R A S 4
B anach space, called th e dual space of X . For X*, we can also define its dual (A*)*,
usually denoted by X**. X is said to be reflexive if X = X** as norm ed spaces.
Th e o r e m 2.1.2. (Hahn-Banach Theorem) Let X ba a vector space overW (F = R
or C ), p : X — > [0,oo) a sem inorm on X , M a subspace o f X , and f a linear
functional on M satisfying f { y ) < p(y) f or all y € M . Then there exists a linear
functional F on X such that the restriction o f F on M is equal to f , and |.F(a:)| < p(x)
f o r all x E X .
Co r o l la r y 2.1.3. I f V is a normed vector space with subspace U (not necessarily
closed) and i f f : U — > F (IF = R or C ) is continuous and linear, then there exists
an extension g : V — > F o f f which is also continuous and linear, and which has the
sam e norm as f .
2.2. Hilbert spaces
If X is a vector space over F, a sem i-inner product on X is a function u : X x
X — ► F such th a t for all a, fl 6 F and x , y , z E X , th e following are satisfied: (1) u ( a x + fly, z) = au( x, z) + flu(y, z),
(2) u { x , y ) = u{y, x) ,
(3) u { x , x ) > 0.
A n inner product on A is a semi-inner p roduct th a t also satisfies th e following:
(4) If u(x, x) = 0, then x = 0.
In this thesis, every inner product is denoted by (•,•). Every inner product on a
real or complex vector space H gives rise to a norm || • || defined by ||x|| = \ J( x, x)
for all x € H. H is called a Hilbert space if it is com plete w ith respect to th e norm
induced by th e inner product.
2.3. C*-algebras
Let A be a field, and let A be a vector space over K . If there is a binary operation
on A , called m ultiplication (denoted by x y for any x, y 6 A) , satisfying (x + y ) z = x z + y z and x ( y + z) = x y + x z
for any three elements x , y , and 2 of A, and all elements ( “scalars” ) a and b of K ,
then A is said to be an algebra over K , and K is th e base field of A. M ultiplication
2.4. ARENS PRODUCTS 5
Instead of a field, K can be a com m utative ring with bilinear m ultiplication again
satisfying the above identities. In this case, A is a /('-algebra, and K is the base ring
of A.
Let A and B be algebras. A linear m apping / : A — > B is said to be a hom o
m orphism if f ( x y ) = f { x ) f ( y) for all x , y £ A. If, further, / is b o th injective and
surjective, then / is said to be an isomorphism. In this case, A and B are said to be
isomorphic. A Banach algebra is a complex norm ed algebra A which is com plete (as
a norm ed space) and satisfies ||a6|| < ||a||||b|| for all a, b £ A.
A *-algebra is a complex algebra A w ith a conjugate linear involution * (called
th e adjoint) which is an anti-isomorphism. T h a t is, for all a,b £ A and a £ € ,
(1) (a + b)* = a* + b*\ ( 2 ) ( a o ) * = a a * ;
(3) a** = a;
(4) (ab)* = b*a*.
L et A and B be *-algebras. A hom om orphism / : A — > B is said to be a *-
hom om orphism if f {x*) — f ( x ) * for all a; € A. A ^-hom om orphism is said to be a
♦-isomorphism if it is an isomorphism.
A C*-algebra is a Banach ♦-algebra w ith the additional norm condition ||a*a|| =
||a||2 for all a £ A. A Banach algebra is said to be unital if it adm its a m ultiplicative u n it e and ||e|| = 1.
2.4. Arens Products
Let X , Y , and Z be norm ed spaces over C and m a bounded bilinear m ap from
X x Y into Z . T he two adjoint m aps of m , nam ely m* : Z* x X —> Y* and m„ :
Y x Z* —> X * are defined as follows.
For f £ Z * , x £ X , and y £ Y , let
) = f ( ™ ( x , y ) ) .
™*(y, f ) i x ) = / M * > y ) ) .
In particular, if X = Y = Z and m : X x X —» X , then we have
2.5. SPACE OF MEASURES
m** : X** x X* - O T ,
m*** : A** x X ** - + X " .
6
T h e counterparts of m„, m»* and m*„* can be sim ilarly defined. It is easy to see th a t
b o th m*** and m»„* are n atu ral extensions of m.
Let A be a Banach algebra and let m : A x A —►A be th e m ultiplication on A.
T hen th e first Arens product on A** is m***, denoted by *i- T he second Arens product
on A** is m»»,, denoted by *2. A is called Arens regular if th e two Arens products
agree on A**. Due essentially to Sherm an and Takeda’s work, any C*-algebra is Arens
regular (see [6, page 310]). This is because, if we identify a C '-a lg e b ra A with its
image under universal representation, then A** m ay be identified w ith th e closure of
A under weak operator topology (see [23] and [24]). Since th e two A rens products
are equal when restricted in A , they m ust also be equal in A**, th e weak operator
closure of A.
For Arens regularity, we also have the following theorem (see [26]).
THEOREM 2.4.1. Let X be an arbitrary Banach space and K { X ) the operator
algebra consisting o f compact linear operators u : X — > X . Then the algebra K ( X )
is Arens regular i f and only i f the space X is reflexive.
2.5 . S p a c e o f M e a s u r e s
Let S denote an arb itrary nonvoid set. A nonvoid fam ily V of subsets of S is
called a ring of sets if A U B 6 V and A ft B ' E V whenever A , B E V , where B '
denotes the complement of B . If the set S itself is in th e ring V , then V is called an
OO
algebra of sets. A cr-algebra V of sets is an algebra such th a t (J Ak 6 V whenever
{ Ai,A2, ..., A k, ...} Q V.
We denote by 0 th e em pty set. A finitely additive measure p is a nonnegative
extended real-valued set function defined on a ring V of subsets of a nonvoid set S
such th at:
(1) p ( 0 ) = 0;
n n
(2) p( [J Ak) = p( Ak) for all pairwisely disjoint Ak € V.
*=i k=\
If property (2) can be replaced by th e stronger property
OO OO
2.5. SPACE OF MEASURES 7
th en p is called a countably additive measure or sim ply a measure. If p( A) < oo for
all A e V , th en p is said to be finite. A complex-valued set function p satisfying (1)
a n d (3) is called a complex measure.
Let X be any set and let fi be a ^-algebra of subsets of X . T hen (A , fi) is called
a measurable space. If p is a positive m easure on (A, fi), th en ( X , Q , p ) is called a
measure space.
Let A be a topological space, and O be th e family of all open subsets of X .
T hen th e family of Borel sets in X is defined as th e sm allest cr-algebra of sets in X
containing O, called th e Borel cr-algebra on X . If B is th e Borel cr-algebra on some
topological space X , then a m easure p : B — > [0, oo] is said to be a Borel measure.
Let B be th e Borel cr-algebra on a topological space X and p a Borel measure
defined on B. Suppose that:
(1) for every open set V , we have
p ( V ) = m p { p ( F ) : F is com pact and F C V};
(2) for all A £ B, we have
p ( A) — inf{/z(F) : V is open and A C V } .
T hen p is said to be regular.
Let A be a locally com pact Hausdorff space and B = B ( X ) , th e Borel a-algebra
on X . Let p : B — > C be a complex measure. For E £ B, we define
n n
\ p \ { E ) = s u p { ] T 1 ^ ) 1 : £ = | J E i , E i £ B are pairwisely disjoint}.
2—1 i= l
I t is known th a t for such p, \p\ has only finite values. T hen \p(E)\ < \p\(E) for all
E £ B and |/i| : B — > [0,oo) is a positive m easure, p is said to be regular if |/x| is
regular.
We use M ( X ) to denote all complex regular Borel m easures p on X . Define
M \ =
I m I ( a ) .T hen (M ( X), ||-||) is a Banach space. We use Cq( X) to denote all continuous functions
2.6. ALGEBRAIC TENSOR PRODUCTS 8
suprem um norm. For /u G M ( X ) , define r(/i) : C$( X) — ► C b y
r ( p ) { f ) =
f
f ( x ) d nJ x
for all / G C'o(A'). T hen r( p) G CoPO*- Moreover, we have th e following theorem .
T h e o r e m 2.5.1.
(Riesz R epresentation Theorem)
The mapT : M { X ) — >C0( X y , p ^ r ( p ) ,
is a linear isom etry from M ( X ) onto Co(X)*.
2.6. Algebraic Tensor Products
Let X , Y and Z be linear spaces. A m apping B : X x Y — ►Z is said to be
bilinear if it is linear in each variable. In case th a t Z = C, B is called a bilinear form .
We use B L ( X x Y, Z) to denote all th e bilinear m appings from X x Y to Z, and use
B L ( X x Y ) to denote B L ( X x Y, C) in short.
For any norm ed space X , X* denotes the Banach dual of X . Let E and F be
two norm ed spaces and <p : E — > F a bounded linear m apping. T he dual m apping
ip* : F* — » E* of y? is defined by <p*(f)(x) = f(<p{x)) for all / G F* and x G E.
T hen, ||y>*|| = ||y?||. We use B ( E , F) to denote all bounded linear m appings from E
to F. T hen B ( E , F) is a norm ed space w ith the operator norm. In case th a t F is
com plete, B ( E , F ) is also complete.
Given a linear space X and n G N, M n(A ) denotes th e linear space of all n x n
m atrices over X . In case th a t A is a norm ed space, if a norm is given in M n(A ), then
we denote by M n ( X ) the norm ed m atrix space to distinguish it from th e corresponding
linear space.
For x € X and y € Y , define th e algebraic tensor p roduct of x and y, denoted by
x ® y, to be th e linear form on B L ( X x Y ) defined by (x <g> y){ip) = <p{x,y) for all
tp G B L ( X x Y ) . T hen x ® y is a linear functional on B L ( X x V). Let X <8> Y be the linear span of { x ® y : x G X , y G V}, called th e algebraic tensor product of X and
Y . T hen X <g) Y is a subspace of th e dual space of B L ( X x Y) .
Let H and K be two H ilbert spaces with inner products (, )H and (, )K) respec
2.6. ALGEBRAIC TENSOR PRODUCTS 9
space into an inner product space by defining
{hi 0 fci, /i2 0 k%) = { h u h t ) H{kuk2) K
for all h\, h<i 6 H and ki, k26 K . T hen extend it linearly. Finally, take th e completion
under this inner product. T he resulted space, denoted by H ®2K , is th e H ilbert tensor
pro d u ct of H and K .
T he prim ary application of tensor products is to linearize bilinear m appings. To
explain this, let A € B L ( X x Y) . Each tensor u € X ® Y acts as a linear functional
on th e space B L { X x Y ) and so we m ay define a m apping A : X ® Y — > C by
A( u) = u{A) for all u € X ® Y . T hen A is a linear functional on X <8Y . On the other hand, it is easy to see th a t if ^ is a linear functional on th e tensor product
X ® Y , th en th e composition of xl> w ith th e bilinear m apping (x, y) 1— > x ® y is a
bilinear form A on X x Y for which A = Thus, th e bilinear forms o n l x K are in
one-to-one correspondence w ith th e linear functionals o n X ® K . For general case, let
L ( X 0 Y, Z ) denote the linear space of all linear m appings from X (g> Y to Z. T hen
we have th e following theorem .
Th e o r e m 2.6.1. For every bilinear mapping A : X x Y — > Z , there exists a
unique linear mapping A : X ® Y — > Z such that A{x, y) = A ( x (8) y) fo r all x € X and y E Y . The correspondence A — ►A is an isom orphism between the vector spaces
C H A P T E R 3
Operators on H ilbert Spaces
In this chapter, we will m ainly discuss the Banach algebra B ( H ) of all bounded
linear operators on a H ilbert space H. We will especially introduce two subspaces
K(H) of com pact operators and T C ( H ) of trace class operators. M ost of the results
are cited from Takesaki’s book [25].
3 .1 . I n t r o d u c t i o n t o B{ H)
In this section, we always denote by B ( H) th e Banach algebra of all bounded
linear operators on a H ilbert space H, and denote by K ( H ) the subspace of B ( H )
consisting of all com pact operators. A n operator T £ B ( H ) is called of fin ite rank if
its range T ( H) is finite dimensional. T he set of all finite rank operators on H denoted
by F ( H ) is norm dense in K ( H ) . T £ B ( H ) is called positive if ( T h , h ) > 0 for all
h £ H. We denote by T* the adjoint of T. T is called self-adjoint or herm itian if
T* = T . It is the case if and only if {T h, h) £ R for all h £ H . Thus, every positive
o p erator is self-adjoint. T is called normal if T * T = T T *. T is called a partial
isom etry if ||T7i|| = ||/i|| for all h £ (k e rT )1 . T is called unitary if T * T = I , where I
is th e identity m ap on H.
THEOREM 3.1.1. (Polar Decomposition [5]j I f T £ B ( H ) , then there is a partial
isom etry U on H such th a tT = U\T\, where |T | = (T * T )1^2. Moreover, k e r T = kerU
and ranU — cl(ra n T ). I f T is invertible or normal, then U can be chosen to be
unitary.
DEFINITION 3.1.2. A map B : H x H — > C is called a sesquilinear fo rm if
(a) B( a£, rj) = a B f a r j ) = B(£,arj) f ar] £ H , a £ C );
(b) B (fi+ & ,» 7 ) = B (fi,i7) + fl(f2,»7) ( 6 ,6 ,7 7 S B ) ;
(c) B( 6r)i + rj2) = B ( f ,77!) + B (f,ife) € B ).
3.1. INTRODUCTION TO B (H ) 11
A sesquilinear fo rm B is said to be positive i f f?(£, £) > 0 fo r all £ € H ; bounded
i f
||£ || = s u p { |£ ( £ ,7?)| : ||£|| < 1, ||?7|| < 1} < oo. (1)
We denote by S B ( H) the linear space o f all bounded sesquilinear form s on H with
the natural pointwise linear operations. Then (S B ( H), ||.||) is a Banach space.
THEOREM 3.1.3. B ( H ) = S B ( H ) as Banach spaces via the map T <-> B between
B ( H) and S B ( H ) determined by
{T£\v) = B ( t , v ) ( S , r i e H ) .
Furthermore, T is positive i f and only i f B is positive.
De f in it io n 3.1.4. Let H be a Hilbert space and let I be the identity map on H .
The spectrum o f x € B ( H ) is defined to be the set
o( x) = {A € C : x — XI is not invertible}.
De f in it io n 3.1.5. Let X be a set, Q be a cr-algebra o f subsets o f X , and H be a
Hilbert space. A spectral measure fo r (X , fl, H ) is a fu n ctio n E : Q — > B ( H ) such
that
(a) fo r each A € Q., E ( A ) i s a projection;
(b) E (4>) = 0 (4> denotes the em pty set) and E ( X ) = I , the identity mapping on
X ;
(c) E(A j D A2) = E ( A i ) E ( A2) fo r A j ,A2 € fi;
(d) i f {A rJ^Lj is a pairwise disjoint sequence in fl, then
(
00 \ 00( j A n \ = Y , E ( A n).
n = l / n = l
in the strong operator topology.
By [5, Theorem IX.1.10], if £ is a spectral m easure for (X, D, H ) and ip : X — > C
is a bounded fi-m easurable function, then there is a unique operator A in B ( H ) such
3.2. COMPACT OPERATORS 12
A t} < e for all 1 < k < n, then
n
| | A - ^ ^ ( x fc) £ ; ( A , ) ||< £ fc=i
for all choices { x^ , X2, ....^ n} w ith Xk in A* (1 < k < n). T h e operator A obtained in
th is way is called th e integral of tp w ith respect to E and is denoted by f <pdE. For
norm al operators, we have the following proposition (see [5, Theorem IX.2.2]).
T h e o r e m 3.1.6. (Spectral Decomposition) I f N is a norm al operator on H , then
there is a unique spectral measure E on Borel subsets o f a ( N ) such that N = f zd,E{z).
W ith the concept of spectral m easure, we can decide w hether a norm al operator
is com pact by th e following theorem (see [5, Proposition IX.4.1])
THEOREM 3.1.7. I f N is a norm al operator and N = f z d E( z ) is as in Theorem
3.1.6, then N is compact i f and only i f fo r every e > 0, E ( { z : \z\ > e}) has finite
rank.
For self-adjoint com pact operators, the spectral decom position has a very simple
form as follows (see [5, Theorem II.5.1 and Corollary II.5.3]).
T h e o r e m 3.1.8. I f T is a self-adjoint compact operator on a Hilbert space H ,
then T has only countably m any eigenvalues. I f {A„}neA are the distinct nonzero
eigenvalues o f T (maybe finitely m any), and Pn is the orthogonal projection o f H
onto ker(T - An7), then fo r all n 6 A, An G R with dim (ker(T - An/ ) ) < oo, PnPm = PmPn = 0 i f n ^ m , and
T = ^ A nP„,
neA
where the series converges to T in the norm topology in B ( H ) .
3.2. Compact Operators
In this section, we will m ainly introduce the representation theorem for com pact
operators (see Theorem 3.2.2).
For each p air £, rj in H, we define the operator of ran k one by
3.2. COMPACT OPERATORS 13
O n the other hand, every operator of rank one is of this form. To see this, let T
be an operator of rank one. T hen there exists a f e H and / G H* such th a t
T h = f ( h ) £ (h G H). By Riesz representation theorem , th ere exists an ry G H
such th a t f ( h ) = (h\rj). T hen T h = (h\r))£ = t ^ vh. Thus, T = t ^ n. T he following
properties can be easily proved.
P r o p o s i t i o n 3.2.1. Let £ ,£1,62, !7,7?i 1*72 € H , u G B ( H) and a e C . Then
(a) — %,77 +
(b) ^,m +TB = ^,>71 d" %7j2>
(d) = u tfa , = t^lT7u •
T h e o r e m 3.2.2. Let H be an infinite dimensional Hilbert space and T a compact
operator on H . Then there exist two normalized orthogonal system s {£n}, {i?n} in H
and a positive sequence { a n} in co such that
a n d HT II = l l { “ n } | | o o - ( 3 ) n
I f T is self-adjoint in addition, then T is represented in the fo rm
T = a n^fn,fn (4)
n
fo r some normalized orthogonal system {£„} and a real sequence { a n} in co.
P r o o f . First, we suppose th a t T is self-adjoint. By Theorem 3.1.8, T has a
spectral decomposition
T = ^ X nPn, ( 5 )
n
where {A*} are all non-zero eigenvalues of T which are real num bers for all i, Pi is th e
projection of H onto ker(T — X J ) satisfying P ,/3,' = Pi'Pt = 0 if i ^ i!. T he equality
(5) holds in th e norm topology. So, {A„} G Co and ||T || = sup |A„|.
For each i, take S t = {&* : k = l , . . . , m ?:} (m f = dim (ker(T - A*/))) to be an
orthonorm al basis of ker(T - Aj). T hen we have
TTLi
3.3. TRACE CLASS OPERATORS 14
Since S t ± SV if i ^ i', |J S) is a normalized orthogonal system in H and T =
i
mi
22
22
hik&k- Now, we rearrange th e indices and, if necessary, make (JS^ into an k —l i
orthonorm al system {£„}. T hen T has th e form (4).
For th e general case, let T = U\T\ be the polar decom position of T , where U
is a p a rtial isometry. T hen |T | = U*U\T\ = U *T is com pact. Applying the above
argum ents to |T |, we represent |T | in th e form \T\ — 2 2 a n^„,£n- Note th a t all a n are
n
non-zero eigenvalues of IT} or zero and th a t |T | is positive, so a n > 0 for all n G N.
Now, by Proposition 3.2.1(d), we have
T = U \ T \ = J 2 = J 2 a ^ i n •
n n
Let Tjn = t / |„ (n 6 N). T hen {r)n} and { |m} are the desired normalized orthogonal
system s. To see th a t {r]n} = { t/|„ } is a normalized orthogonal system , note th a t for
each |„ , there exists a A, ^ 0 such th a t |T ||n = A*£„. O r equivalently, |„ = ^ - |T ||n. Ai Now,
( U U m n ) = { U \ U * U t n ) = ( | m | t T t / i | T | | n )
= ( | m|^ t/* C /|T ||„ ) = <|m| ^ | T | | n) = ( | m| | n).
So, {|„} is orthonorm al implies th a t { t / |n} is also orthonorm al. □
3.3. Trace Class Operators
In this section, we will m ainly introduce th e representation theorem for trace class
operators (see Theorem 3.3.2) and dual relationship between K { H ) and T C ( H ) (see
Proposition 3.3.4).
For any pair ( |, tj) G H x H, we define a continuous linear functional u)^n on B ( H )
by
T) = ( n \ v ) ( T € B ( H ) ) . (6)
Obviously, induces a continuous linear functional on K ( H) by restriction.
O n the other hand, for any ui G K( H) * , define B w : H x H — > C by
3.3. TRACE CLASS OPERATORS 15
By Proposition 3.2.1, B u is a sesquilinear form on H. It is easy to see th a t B u is
bounded. By Theorem 3.1.3, there exists an operator t (u) € B ( H ) such th a t
(t(w )f to) - if) = fa ,,, w) for all £, tj 6 tf. (7)
N ote th a t w i— > B u is a one-one m ap, and B u \— ►t(u>) is isom etric. Thus, u '— > t(u>)
is also a one-one m ap. For any x , y G H ,
( t ( u Ctn) x\ y ) = ( t x,y , u itn) = ( t x . ^ t o ) = ( ( f | y ) ® t o > = ( f | y ) ( * t o } = < ( * t o ) f | y ) = (k, nx
\y)-T hus, we have
~ (8)
LE M M A 3.3.1. For any u G K { H ) * , t{uj) is a compact operator and
< + ° ° (9)
* € /
fo r every normalized orthogonal system {£i}ie/ in H .
P r o o f . Let u € K( H) * and let { ^ } i 6 / be a norm alized orthogonal system in H.
For each i € I, let ct* be a scalar of m odulus one such th a t
I ( * M 6 |6 ) | = a < (* (w )6 |0 .
Let J be a finite subset of I. Then, since j| J2 = 1, we have
ieJ
= S a ? i < * H & |6 ) = ^ ( W ' u ) = ^
IMI-i£j i€J i£j i£j
Therefore, th e set {i € I : (t(o;)£j|&) ^ 0} is countable and series (9) converges.
Now, let t(u>) = u h be th e polar decom position of t(ui). We define a continuous
functional tp on K ( H ) by <p(x) = u>(xu*). T hen we have
(f(v>)£to) = = (k,vu *, u) = (titUn,uj) = (t(u/)f|t«7) = (u'i(w )^to) = ( H\ v)
-Hence we get t(p) = h. Note th a t t(ui) is com pact if and only if h = |f(u;)| is compact.
Therefore, to prove th e com pactness of t (u) , we m ay assum e th a t t(u>) is positive.
Let
lltMII
3.3. TRACE CLASS OPERATORS 16
be th e spectral decomposition of t(u). Suppose th a t a projection
1 — e{e) =
J
de(X) £is of infinite ran k for some e > 0. T hen since
( t ( u ) m =
J
Ad||e(A) £ ||2 >J
Arf||e(A)e||2 > £||£||2,0 £
for all f e [1 — e{e)\H, we have
OO
= OO
n = l
for an infinite normalized orthogonal system {£„} in (1 — e ( e ) ) H. This contradicts
th e conclusion of our argum ents above. Hence, th e projection 1 — e(e) is of finite rank
for every e > 0. By th e inequality
| | t ( W) - ( l - e ( e ) ) « H | | = | | e ( £ ) i ( a ; ) | | < e>
t(co) is a lim it of operators w ith finite rank in th e norm topology. So t(u>) is com pact.
□
T h e o r e m 3.3.2. Every u e K( H) * is of the fo rm
v = J 2 anUJ^ - and i m i = J 2 ia »i ( 10)
n n
fo r some normalized orthogonal system s {£„}, {r]n} and som e sequence a n in I1. Con
versely, to any two normalized orthogonal system s {£„}, {r?n} and any sequence {»„}
in I1, there corresponds a unique u> e K{ H) * by equality (10).
PROOF. Let U) be an element of K( H) *. By Lem m a 3.3.1, a com pact operator
t(u>) corresponds to iv. By Proposition 3.2.2, t(u>) is of th e form
t(ul) = ^ dji^n.fn
n
for some normalized orthogonal system s {£„}, {rjn} and some positive sequence a =
3.3. TRACE CLASS OPERATORS 17
For every (3 = {/?„} E cq, the operator tp = J2 A i^ n,ijn is a com pact operator since
n
it is a lim it in th e norm topology of operators of finite rank. Define (ct, (3) = u>(tp).
T hen
| ( a , / 3 ) | < I M U M I = IMIH/JHoo.
On th e other hand,
0>(tp) = Pnttnrfn) = A»w( ^ n,i?n) = Pn{t{u>)f,n\Tln)
= ^ 1 A i((^ I ^ ^ ' Pn(^ ^ J a m(^n^m)Vm\Vn) — y ' a
nPn-T hen we have
| ^ a n/3n | = \w{tp)\ < 11^1111/31100.
So, we get a E I1 = c^ and ||a ||i < ||w||.
Now, t{w) = £> „**,,€» = E Q^ K > f n ) = t ( E Qn ^ niCJ . Since the correspon
dence co i— > t(w) is one-one, we have u = E a nui,]n^n.
Conversely, given two normalized orthogonal system s {£„} and {?/„} in H and
a = ( an) E l 1, we p u t
T hen we have, for every x E K ( H ) ,
|( x ,u a )| = I 5 3 t » n( x ,0 W ) .) | = I
< £ K I I R > « I 5 M £ K I = M I N I
-Hence we have ||wa || < ||a ||i. T hen a E l 1implies wa E K( H) * .
Now, apply t(u>Q) to th e first p a rt of th is proof, we get ||cuQ|| > ||a ||i. Therefore,
K l l = N i l - □
D e f i n i t i o n 3.3.3. We denote by T C { H ) the linear space {/(ui) : u E K ( H) * } with the natural linear operations, and define a norm fo r each t(uj) by ||f(w)|| = ||cj|| .
Then T C { H) is a normed space. Each operator in T C ( H) is called a nuclear operator
or an operator o f trace class.
PROPOSITION 3.3.4. The correspondence u >— > t (u) from K ( H) * to T C ( H ) is
)||rc(//)-3.4. FURTHER RESULTS ON K ( H ) , T C ( H ) AND B ( H ) 18
PROOF. Let u>1,uj2 € K( H) * and ci,C2 € C. Then c iu 1 + C2U;2 E K( H) *. So, 4- c2u;2) 6 T C ( H ) . Let £,77 E H. We have
+ c2u2)£\ti) = { t ^ c i u 1 + c2uj2) = ( t ^ c i u 1) + {ttt],c 2u}2)
= c i ^ w 1)^*?} + c2( t ( u2)Z\v) = <(ci t(ujl ) + c2t{ u 2))£\T}).
Since £, 77E H are arbitrary, we have
t fa u j1 + c2uj2) = c i^ u i1) + c2t(u>2).
Prom equality (7), we see th a t
||t(w)||u(zo = sup |(t(w)e|7?)| = sup |(tc, „ , w ) | < sup I M I M M M I -
lllll,NI<i ll«IUMI<i ll?ll,lhll<i
So, ||«(w)||fl(tf) < ||t(w )||TC'(H)- □
R e m a r k 3.3.5. Corresponding to the linear space inclusions I 1 C co C l°° and the
B anach space dualities c$ = I1, I1* = l°°, by combining Theorem 3.2.2, Theorem 3.3.2
and Theorem 3-4-6, we have the linear space inclusions T C ( H) C K ( H ) C B { H ) and
the Banach space dualities T C { H ) = K( H) * , B ( H ) = T C { H ) * .
3.4. Further R esults on K ( H ) , T C ( H) and B ( H)
Based on th e former results, we will develop some further results on K ( H ) , T C ( H)
and B ( H ) . Some of these results are cited from Takesaki’s book [25]. All the results
are known, b u t we give detailed proofs. We first prove th a t T C ( H ) is an ideal in
B ( H ) , and T C ( H ) is itself a Banach algebra. T hen we prove th a t B ( H ) is isometric
to a space of m atrices M i , where I is an infinite index set (see Theorem 3.4.5). After
proving th e second conjugate relation between K ( H ) and B ( H ) , i.e., K{H)** =
B ( H) in Theorem 3.4.6, we further prove th a t th e correspondence B ( H ) — > K(H)**
n o t only is m ultiplicative (Theorem 3.4.7), but also preserves all th e K( H) - mo d u l e
stru ctu res and R (//)-m o d u le structures on K( H) ** and B { H ) (see Theorem 3.4.9).
P r o p o s i t i o n 3.4.1. T C { H) is an ideal in B( H) .
P r o o f . Let x E K { H ) and a E B ( H ) . Since K ( H) is an ideal of B { H), b oth ax
and x a are in K ( H ) . So, for u E T C ( H ) , we can define au>,uja E K{ H) * by
3.4. FURTHER RESULTS ON K { H ) , T C ( H ) AND B ( H ) 19
for all x € K(H). For any H , we have
(i(aw )f |»7) = i k , V)auj) = (t€l„a,w ) = ( t ^ v,uj) = (t(u)£\a*r]) = (at(tv)£\ri).
T hus, t(auj) = at(cu). This shows th a t at (u) 6 T C { H ) . Similarly, we can prove th a t
t ( ua) = t ( u) a and t ( u) a € T C ( H ) . Thus, T C { H ) is an ideal of B( H) .
□
We have seen th a t K ( H ) is a Banach B (H )-m o d u le by taking th e operator com
position as th e m odule actions. W ith th e dual relation, by defining
(x, au>) = (x a, oj) and (x, ua) — (ax, ui)
for all x e K ( H ) , a € B ( H ) and u 6 K( H) * , we see th a t K ( H ) * is also a Banach
B (/7)-m odule. Then, th e identification T C ( H ) = K ( H)* induces a Banach B ( H )
-m odule stru ctu re on T C ( H ) . On th e other hand, since T C ( H ) is an ideal of B ( H ) ,
and || • ||b(//) ^ II • IIt c(h) on T C ( H), T C ( H ) is also a B anach B ( H)~module under the
usual operator composition. From th e proof of Proposition 3.4.1, we have at(uj) =
t(au>) and t(uj)a — t(uia) for all a 6 B ( H ) and u> € K( H) * . T he left hands of the
two equalities correspond to th e B (i/)-m o d u le stru ctu re on T C ( H) under operator
com position. T he right hands correspond to th e £ (//)-m o d u le stru ctu re on T C ( H)
induced from th e identification T C ( H ) = K( H) *. Thus, the two m odule structures
on T C ( H) are th e same.
P r o p o s i t i o n 3.4.2. T C ( H ) is a Banach algebra.
P r o o f . From Proposition 3.4.1, we see th a t if u>i,u>2 € K ( H ) * , th en t(u)i)ui2 €
K( H) *. Moreover, t(uji)t(uj2) = t(t(u\)uj2). This shows th a t T C ( H ) is closed under
o p erator com position. So, it is an algebra. Furtherm ore,
| | * ( w i ) i ( u * ) | | = | | t ( * ( u * ) w a ) | | = | | « ( w i ) w a | | < I M w O I I M = | | i ( w i ) | | | | f ( w a ) | | .
Thus, T C ( H ) is a Banach algebra. □
We have seen th a t any H ilbert space H is isomorphic to l2( J) for some set J . To
be more clear, let {eQ}Q6j be th e orthonorm al basis of H. T hen H is isomorphic to
3.4. FURTHER RESULTS ON K ( H ) , T C { H) AND B ( H ) 20
On th e other hand, let I be an infinite index set. We denote by = M /(C )
th e vector space of all m atrices F = \va0]a>0ei w ith vap €E C, a , 6 G I. We use M i
to denote all m atrices in M / w ith sup \\F'\\ < oo, where th e superm um is taken over
F'
all finite subm atrices F ' of F . It is easy to see th a t M i is a norm ed space w ith
||F || = s u p { ||F '|| : F ' is a f i n i t e su b m a trix o f F }. We have
LEMMA 3.4.3. Let b = [ba0] G M l . Then fo r any fixed a 0 G I and /30 G I , the
1 x I subm atrix [baQ0)0^i and 7 x 1 subm atrix [6apo]aei Lave at m ost countably m any
non-zero entries.
P r o o f . Let n G N be any natu ral num ber. Let S n = {baop : \bao0\ > 1 / n } . T hen
OO
S = U S n is th e set of all non-zero entries of (bao0)0ei. We show th a t each S n is
n = 1
finite, and so S is a t m ost countable.
Suppose th a t S n is infinite. We choose an infinite sequence {6Qoi3m}meN Q S n.
For fixed N G N, we define x G C N by x m = e~t9m/ ^ / N , where 9m satisfies bao0m =
IbaoPm|ei9m (1 < m < N ). T hen ||x|| = 1. So,
N
J J f I f f ? |ha0/3ml
~n~ = n^/N < V~N < Il[&aoi0m ] l < m < i v | | < I I 6 U .
Since 77 6 N is arbitrary, it contradicts w ith ||6||m , < oo. Thus, S n is finite, and
[baop]pei has a t m ost countably m any non-zero entries.
Similarly, for [ba0o]aei, let n G N be any n a tu ra l num ber. Let S n = {bapa : \ba0n\ >
OO
1/n } . T hen S = |J 5„ is the set of all non-zero entries of (ba0o)aeI. We show th a t
n = l
each S n is finite, and so S is a t m ost countable.
Suppose th a t S n is infinite. We choose an infinite sequence { b a m p 0 } m e N Q S n. For
fixed 77 G N, we take x = 1. Then
II = I 'y ^ IbocmPo |
\ l < m < N
O n the other hand,
III* ~ ||[^am^o]l<f"<N|| —
II^||a4/-T hus, II^IIaij > y /N /n . Since 77 G N is arbitrary, th e inequality is impossible. Thus,
3.4. FURTHER RESULTS ON K ( H), T C ( H ) AND B ( H ) 21
Le m m a 3.4.4. Let {ea} aei be the standard orthonorm al basis fo r I2(I) and b =
[bap] 6 M i . Then Yf,bpae-p S l2(I) fo r all a E I. Let S ( I) be the linear span pei
o f {ea }Qe/. For each b E M i , we define a linear map <p(b) : S ( I ) — > 12{I) by ip(b)ea = Y ,b p aep (a E / ) . Then (p{b)x E 12{I) and ||</>(&)x|| < ||&||.m, | M I f or all
m i
x E S ( l ) . So, <p(b) can be extended to a bounded linear map fro m I2(I) to I2 (I) satisfying ||y?(6)|| < ||&||.
P R O O F . By Lem m a 3.4.3, for fixed a E I , [bpa]pei has a t m ost countably m any
non-zero entries, say bpma (m E N). So,
1/2
y ] bpaCp m i
T . bpmae Pn
m e N
= (E I'-A.-i2')
VmeN /On th e other hand, for any N E N, \bpma}J<m<M is a finite subm atrix of 6, so, we
have < ||6||jw,. Taking i = we have li[(>Bm, J / :m£;v2|| <
M U M l, i.e., E I V ..I 2 < M U ( E IV .« I2),/2 . O r, ( E |6S,,„ |2) 1/2 < M U
-m = 1 m —l m = l
Let N — ► oo, we have
y
b(i*ep Pei=
Z M
m,-VmeN /
T hus, J2 bpaep E 12{I) for all b E M i . Pei
k
Now, for any x E S ( I ) , let x = ^ x nean• By definition,
n = l
(p{b) y x ne0
n = l
y , x n<p{b)t
n = l
y ! Xn y y bpan Op
n = l p e l
By Lem m a 3.4.3, for each a n (1 < n < k), there are a t m ost countably m any non
zero entries, say {bpm{an)an '■ m ( a n) E An} w ith A„ a subset of N. T hen the index set
{0m(a„)<Xn ■ m ( a n) E A n, 1 < n < k } is also countable. By re-arranging th e index set
w ith {Pi : I E A} w ith A a subset of N, we have
y
x ny
1
bpan epn =1 pel
E E
x nbp,an1
Op,
l eA Vn=l /
y . Xn e bt
n =1 m(an)€An
( ° n )
k 2'
E
y
^ x nbpian leA n = 13.4. FURTHER RESULTS ON K { H) , T C { H) AND B ( H ) 22
In case th a t A is a finite, [&ftQn]|A|xA; is a finite subm atrix of b G M r. So, ||[6ftQn]|A|xfc®|| <
ll&IUf/IMI, i.e.,
1/2
< IMm/IM |.
If A is infinite, we can simply view A as N. For any N e N, [bplQri]Nxk is a
subm atrix of b G M i . Similar to the argum ent above, we have
' k 2"
E ^ ^
x vf>Pian i€A 71=1N
E
1=1 n=l1 /2
Let N — > oo, we have
-k 2" 1/2
E
^ , x nbptan < I Na uIMIleN n=l
T hus, in any case, we have
M & )z || < IHIa u
IMI-Since l2(I) is th e completion of S ( I ) in /2-norm , <p(b) can be extended to a bounded
linear m ap p(b) : l2(I) — ►l2(I) satisfying ||y?(6)|| < ||&||a4/- d
T H E O R E M 3.4.5. For any Hilbert space H, B ( H ) is isometric to M i fo r some
index set I.
P r o o f . Let { e Q} ae/ be an orthonorm al basis of H . T h en B ( H ) = B ( l 2(I)). It
suffices to prove th a t B ( l 2(I)) = M i isometrically. From Lem m a 3.4.4, we see th a t
th e m ap ip : M i — * B ( l 2( I)) defined by (<p(b)ep\ea) = ba/3 for all b = [bap] G M i is
obviously one-one and ||</>(fr)lls(i2(/)) < IHI.M, for all bG M i . Now we show th a t <p is
also onto and ||y?(6)||B(i2(/)) > ll&IUi,.
For each B G B ( l 2(I)), let b = [bap]a)p^i w ith bap = (B e p|eQ). We want to show
th a t bG M i . T hen it is easy to see th a t <p(b) = B and ip is onto.
Let S and T be finite subsets of I. Let bs,T denote th e S x T subm atrix of b.
Consider th e diagram
P i n
t
C T
H D
I >
3.4. FURTHER RESULTS ON K( H) , T C{ H) AND B { H) 23
where th e first row is the m ap B , the second row is th e m ap bs 'T , th e left column is
th e inclusion m ap iT , and th e right column is the orthogonal projection Ps . It is easy
to see th a t th e diagram is com m utative. So,
M = l | i T o B o P s | | < | | i T | | | | 5 | | P s || = ||B||.
Taking suprem um on S , T , we get ||6||a<, <
||-B||-Com bining w ith Lemma 3.4.4, we see \\tp{b)\\B(i2(i)) = II&II.M/ f°r b € -Mi.
□
T H E O R E M 3.4.6. There is an isometric correspondence / h i between the second
conjugate space and B ( H) determined by
(w«,u>/) = (* £ I7?) (11)
OO
P r o o f . Let x € B ( H), and u> = a nW{„,Vn € K {H )* be th e same as in Theorem
71=1
3.3.2. Define a functional f x on K ( H ) * by
ip^ifx) = ^ ^ Oln (x£n 17jn) ■ (12)
B y equality (10), we have
|(w ,/* )| < ^ |a „ ||( x C „ |j ? n ) | < | | x | | 5 3 | a n | = ||x||||w ||.
So, f x is continuous on and
ll/ * ||< I M |. (13)
Conversely, for any / E define a sesquilinear form B f on H by
B / f a v ) = H t „ / ) •
We have
\B t ( ^ v ) \ = l ( w € , i , / ) l ^ I I / I I I N . J ^ WfWUW
So, B j is bounded. By Theorem 3.1.3, there exists a unique Xf E B ( H ) w ith ||B /|| =
H i/1| such th a t
3.4. FURTHER RESULTS ON K( H) , T C { H) AND B ( H) 24
Replacing £,rj by by equalities (12) and (14) we have
( w ,/x /) = 2 a n < Z /£ « h n ) = 5^an<W CllllhI/ ) = ( I / ) = / )
for all u> € K (H )* . So, f X} = f . Thus, B ( H ) — > K(H)**, x i— ►f x is onto. By
equality (14), we have ||®f|| < ||/ || = ||/ x /||. Combining w ith inequality (13), we get
||a:/|| = ||/ ||. Therefore, B ( H ) — > K{H)**, x i— ►f x , is a surjective isometry. □
T h e o r e m 3.4.7. The correspondence B ( H ) — > K{H )**, x i— > f x, is multiplica
tive, where the multiplication in B ( H ) is the operator composition and the multipli
cation in K(H)** is the Arens product.
P R O O F . I t is well-known th a t any H ilbert space H is reflexive. By Theorem 2.4.1,
K ( H ) is Arens regular, i.e., the first Arens product and th e second Arens product on
K(H)** are th e same, we use th e first Arens product here to prove th e theorem . Let
x, y e B { H ). We denote by * the Arens product on We w ant to show th a t
f x * f y — f x y F irst, we show th a t
wf,7j * tu,v = U{u\n)e,v
for all f , r), u, v € H . T hen we prove th a t
f y * ^ ,7) = ajy^ v
for all y € B ( H ) and £, 77 € Lf. Finally, we conclude our result. Let u ',v ' € H . we have
* tu,v)(tu',v’) = ^^,rt{tu,vtu',x>) ~ U}^,r]{f{u'\v)u,v'')
= (* (w e ,„ )(u » u |t/) = (u'\v)(t{ujiir,)u\v')
= ( ( u » t €i1Jii|t/) = ((
u» (
u|
t7)£|
x/)
= {(u l»?>(u» £ k ' ) =
(1(u\t))£,vu lw ) = (l(UJ{u\y)e,v)u 1^ ) = w(u|7j)$,v{tu’,v’) ■
Since tu/ y is arbitrary, we proved th a t u)^v * tUtV = u)(u\t])s,v
Now, we have