D . Q UANG L UU
Absolutely summing operators and measure amarts in Fréchet spaces
Annales scientifiques de l’Université de Clermont-Ferrand 2, tome 88, série Probabilités et applications, n
o5 (1986), p. 49-71
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(*)
D.
QUANG LUU
R ésumé.
Dans cet article on démontrequelques
théorèmes de caractéri- sation pour lesopérateurs
absolument sommants et on donne diversesapplications
à la convergence desmartingales asymptotiques
vectorielles dans les espaces de Fréchet.Summar .
In the paper, we prove some characterization theorems for theabsolutely summing operators
and wegive
variousapplications
toconvergence of vector-valued
asymptotic martingales
in Fréchet spaces.(%r)
This paper waspartly
writtenduring
theauthor’s stay
at theUniversity
of Sciences and Technics inMontpellier
1984.§ 0. INTRODUCTION.
The
Radon-Nikodym property
and convergence of vector-valuedasymptotic martingales (amarts)
in Fréchet spaces have beenextensively
studied in recent years
by
manyauthors,
see,r 6,7,17,3,]2,]3,8,9] 1
and etc.The purpose of the paper is to continue these above
investigations.
Namely,
afterstating
some needed notations and definitions in Section1,
we shall prove in Section 2 some
representation
theorems for the absolu-tely summi.ng
operators in Fréchet spaces which are different fromthose, given
inr 161.
Andfinally,
in Section 3 we shallgive
someapplications
of the results in Section 2 to convergence and boundedness
problems
ofvector-valued amarts in Fréchet spaces.
§ 1. NOTATIONS AND DEFINITIONS.
In the paper we shall use the notations and
definitions, given
in
[9]
and introduce some otherone’s concerning
measures in Fréchet spaces.Namely,
let E be a Fréchet space,U(E)
a fundamental countablefamily
of closedabsolutely
convex sets which form a0-neighborhood
base for
E ,
E’ thetopological
dual of E and aprobability
space. Given U E
U(E)
thepolar U°
and the continuous seminormpU ,
,associated with U are
given by
For a o-addifive measure 03BC : A > E and 1 r
U(E) we
define thesemivariation (or
the totalvariation, resp.)
seminormSu(11)
(or V U (~) , resp.)
as followswhere
fi(A)
denotes the set of all finite measurablepartitions
ofAEA.
By S(E) = (or V(E) =
we meanthe space of all
S-equivalence (or V-equivalence, resp.)
classes of S-bounded(or V-bounded, resp.)
a-additive measures u :A
-~ E . Thenby using
the sameargument-given in [ 16 ]
for the spacesZ (E)
andone can establish
easily
thefollowing property.
1
Property
l.l . Both(S(E),S-topology)
and(V(E) , V-topology)
are Fréchet spaces.
Now,
for definition ofstrong measurability
and Bochnerintegrability
of vector-valuedfunctions
f: ~ +E ,
we refer to[ 6, 7]
and letLl (E) -
denote the space of all V-equivalence
classes of Bochnerintegrable
functions f : Q->E ,
where
(U E U (E)
. Thenaccordi,ng
to(6 J
,one can
regard (Lj(E),V-topology)
as a closedsubspace
ofV(E)
withthe
following
identification : 7 EV(E) : u f(A) = f
A
f dP
(A£A).
A
Note that with the above
identification,
becomes a(not necessarily closed) subspace
ofS(E) . Finally,
as in the Banach space case(see,
e.g.141) ,
thefollowing
property remains true.Pro erty
1.2 . CS(E) ,
p CV(E) ,
U CU(E)
andf E
B,P,E)
for some sub Then§
2. ABSOLUTELY SUMMING OPERATORS AND MEASURES AMARTS.Let E and F be Fréchet spaces,
ll (E) (or ll{E}, resp.)
N N
the space of all summable
(or absolutely summable, resp.)
sequences(xn)
nin E . Thus the
E-topology
N and then-topology
forare defined as in
[16] .
Alinear continuous operator
T : E-~-F
write T EL(E,F),
issait
to beabsolutely summing
ifit
maps Ninto llN{F}.
°Theorem ~.1 .
Let E,F
beFréchet spacesand
T E£(E,F) .
Then thefollowing
conditions areequivalent :
(1)
T isabsolutely summing.
(2)
For everyprobability space (~2,A,P) ,
the operatorT° : S(E) ~ V(E) ,
defined
by
is linear continuous.
(3)
For everyprobability
space(~2,À,P) ,
the operatorTI :
:(L1(E) ,
S-topology) -+- (L1(F)
>V-topology) ,
definedby
is linear continuous.
(4)
Foronly special probability
space(N,p(N),y) ,
where N is theset of all
positive integers, p(N)
the class of all subsets of N and(n
EN) , Tl
1 is linear continuous.Proof
(1 + 2) .
LetE ,
F be Fréchet spaces and T E£(E,F)
anabsolutely summing operator.
We shall show that for each C EU(F)
there are some U C
(1(E)
and > 0 such that for all finite sequencesx. >. k Je E,
> we haveJ J=1 1
Indeed,
first of allapplying (( !6), ?.1 .3)
toT ,
we infer that the operator T : Nz 1([,,) +
N *’ N’given by
is linear continuous.
Therefore, by
Theorem 1 in([ !9], 1.6)
foreach C E
U(F)
there is some U EU(E)
and~(C,U) >
0 such thatEquivalently,
Further,
since for every finite sequence x. J> k C E , 3=1
the sequencek 1
« x.
>k ,0,0,...
> Ell(E),
then the lastinequality implies (2.1) .
J
J =
-’"NNow
let li
ES (E) ,
CE U(F)
andA. > k
E .Applying
J
J=
(2.1)
to the finite sequenceu(Aj)> k
1C E ,
weget
J
i
Hence,
Finally, again applying
Theorem 1 in([19~, 1.6)
to the operatorT° : S(E) -j- V(F) ,
it is clear that£(S(E) ,V(F)) .
This proves(2) , taking
into account that thelinearity
ofT°
isnaturally
satisfied.(4
-~1) . Suppose
that T fails to beabsolutely summing.
Thenby def ini tion,
there is some x >E ,Q, 1 (E)
such that Txn N n N
i.e. there i s
some C E U(F)
such thatFor
convinience,
we canalways
suppose that 0(n
EN) .
Now, L. nchoose a
strictly increasing subsequence nk >
of N such thatanddefine
fk :
: N~E(k E N) , by
where
1A
is the characteristic function of A EA .
It is cl.ear that
by ([ 16 ], 1.3.6)
the sequencefk>
inL1 (E)
is
S-convergent
to 0 . On the otherhand,
asthe sequence in
L 1(F)
fails to beV-convergent.
It contradicts(4) .
.Finally
since theimplications (2-~3-~ 4)
aretrivial,
thcproof
of the theorem iscompleted.rNow, by
Theoremé.2..5
in
1 16|,
the Fréchet space E is nuclear if andonly
if identifi-cation
operator is absolutely summing
so that théfollowing
corollaryis an conséquence of the above theorem.
Corollary
2.2 . For a Fréchet space E , thefollowing
conditionsare
equivalent :
(1)
E is nuclear.(2)
OnV(E) ,
theS-topology
isequivalent
to theV-topology.
(3)
OnL 1(E)
theS-topology (the
Pettistopology)
isequivalent
to the
V-t2po (the
Bochnertopology).
Remark .
(1)
Theorem 2.1 was firstpartly proved by Ghoussoub in
[ 14 J
for Banach spaces and latercompleted by
Bru-Heinich in[4] ,
,using directly Proposition
2.2.1 in[16]
which can beapplied
toonly
normed spaces.(2) Egghe [12] ]
hasapplied
howeverProposition
4.1.5 int 161 ]
to obtain theequivalence ( 1 ë+ 3)
in thecorollary.
In order to
give
someprobability
characterizations of abso-lutely summing operators
in Fréchet spaces wegive
now some additionalnotations and definitions.
Indeed,
hereafter we shall fix anincreasing sequence
A > os suba-fields ofA
such that A =a(W A ) .
Letn
N n
and T the set of all bounded
stopping
times, GivenIt is known
(cf. [ 15])
thatAT ;
T G T> isincreasing family
of
sub6-fields
ofÀ ; v T
E andf
1
E
L 11 (E) =
..Moreover,
if1-1 n
> EV( A n > ,E)
thenï 1 1 T n n ’
U 1
EDéfinition 2.1 . . - Call
u
> ES(A > , E)
to be amartingale
ifn n
u
= 03BC|
=P(m>n £ N).
m,n
*m A n
n
Note that if
03BCn
> ES(An > ,E)
is amartingale
then1-1 a,1 = 1-1 a 1 A T = 1.1 T (J >
T ET) .
does notdepend
upon the choice of T E T . Thus1.1
> ES ( A > ,E)
is said to be an- n n 2013201320132013201320132013201320132013201320132013
amart if the net T> is
convergent
in E .We note that as for the amarts in Banach spaces
(see, f5] ,
,[ 10 ]
,[ 18 ]
,r 4 J ),
, thefollowing
basis lemma is obtained.Lemma 2. 3 . Let
1-1
n n >£S(A > , E) .
2013201320132013201320132013201320132013201320132013s2013201320132013Then thefollowing condi-
tions are
équivalent :
(1) 1-1 >
is an amart.n 201320132013201320132013
(2)
w has a Ries zdecomposition : 03BC =
a + 13N) ,
n 2013201320132013201320132013201320132013201320132013201320132013201320132013"
n n n
where
S (A >, E)
is amartingale
and R> isa potential,
n n 2013201320132013201320132013201320132013201320132013"-’
n ---
i. e.
lim
STU(BT) = 0 (U E U(E)) ,
TOT T
where
S~(.)
is defined asSU
with respect to theprobability
space(Q,A ,P) .
T
(3)
There is afinitely
additive measure u : U An -~ E such thatn 20132013201320132013201320132013
We shall call the limit measure associated with
11 n
> .Definition 2.2 . Call u > E
V( A ~ ,E)
to be a uniform amart20132013201320132013201320132013 201320132013
n n 20132013201320132013201320132013201320132013201320132013201320132013
if the
following
condition is satisfiedwhere
VT
Il is defined as V Ù - - - withrespect
" to -- TIt is clear that
by
Lemma 2.3 andProperty 1.2,
every uniform amart is an amart.Moreover,
as for the uniform amarts in Banach spaces(cf. ( 2 ], [4])
weget
thefollowing.
Lemma 2.4 . Let
03BC > E V( A > E)
Then thefol lowing
condi-- - n n
tions are
equivalent :
( I )
u > is a uniform amart.n 201320132013201320132013201320132013201320132013201320132013
(2)
£ 1> > has a Rieszdécomposition : u =
a + 6(n £ N) ,
wheren -20132013201320132013_2013201320132013201320132013r20132013201320132013
n nn -
a > is a
martingale
inV( A > ,E)
andS
> a uniformn 2013201320132013201320132013201320132013201320132013
n -- n 2013201320132013201320132013
potential,
i.e.(3)
There is afinitely
additive measurep :~A ~E
~ such thatN n
each 03BC
n
c- vn(E)
and- 20132013
Note that
Property
1 . 1 is needed in theproofs
of Lemmas 2.3 and 2.4 .Finally,
we say that a sequencefn
> inL 1 ( A n > ,E)
has a property
(*)
if ’ so has the sequence11n =
~11£ > ,
associatedn
wi th f > .
- n
Theorem 2.5 . Let
E,F
be Fréchet spaces and T e£(E,F) .
Thenthe
following
conditions areequivalent :
(1)
T isabsolutely summing
(2) T°
maps amartsin S ( An > ,E)
into uniform amarts in>,F) . (3)
For each S-bounded amartf >
n .2013 in j n _rand C EU(F) ,
thé séquence
rr n is - -. - a uniform - . amart ofnonnegative
real-- -; -- .-, -.- -
- -- -
valued functions.
(4) TI
20132013201320132013201320132013201320132013 maps everyV-convergent
- amartf >
inn - j n
into a sequence of class
(B) ,
i.e.Proof. hp Frechet t
space and
T ££ (E , F) . Suppose
first t(a )
is amartingale
inS ( A > , E) .
I t is c lear thatT°a
>n n n
is also a
martingale
inS ( A n >, F) .
Now if T isabsolutely
summing and
-(S ) is a potential
inS; A > ,E) , by (2.2)
inn n
the
proof
of Theorem 2.1 it follows that the sequenceTO B >
isn
a uniform
potential
inV( An> ,F)
andT°an>
EV( An> ,F) ,
noting
- that ify =T°6
n(n E N)
then i (TE T) .
.. There-fore, by
Lemmas 2.3 and 2.4 we get( 1 + 2 )
.( 1 -~ 3) .
.. To prove( 1 ~ 3) ,
we suppose first thatY
> is an
uniform amart in
V( An > ,F) , y
the limit measure associated withy n
> and C E
U(F) .
.. Thenby
Lemma2.4 ,
it follows thatThis with
properties
of seminorms inVT(E) implies
Further,
ifyn>
isV-bounded,
it iseasily
checked thatand is the set of al 1 finite E-measurable
partitions
-Conséquently, by (2.3)
we getNow we suppose that T is
absolutely summing, fn >
a S-boundedamart in
L 1( An>,E) un>
the measure amart associated withfn >
and n a the limit measure associated with
u > .
n IT is clear thatif we define
then by (1 -~ 2) , yn>
is a uniform amart in andby (2. 2)
in theproof
of Theorem2.1 ,
, is V-bounded.Therefore, for any but fixed C E.
U(F) ,
the uniform amarty n >
must
satisfy (2.4) .
Moreover, if we defineth en
This with (2.4)
proves that the sequence is a uniformamart
(of nonnegative
real-valuedfunctions) , taking
into account thatin
(2.4) , VEC(yoo)
is afinite
number. Itcompletes
theproof
of(1 + 3).
(2- 4) Suppose
thatf n>
is aV-convergent
amart inThen
given
C "U(F) ,
the sequence must be V-bounded.Thus as in the
proof
of(1 -+ 3) ,
the V-boundedness ofwith
(2)
shows that must be a uniform amart. Thereforp, C n
thp V-boundedness of is
équivalent
tois of class
(B) .
. This proves(4) .
.Because
(3 + 4)
issimilarly established,
it remains to prove(4 ~ 1) .
-For this purpose, suppose that T is not
absolutely summing. Returning
to the sequence
x n >
in theexample, given
in theproof
ofTheorem 2.1 we take
(~,A,p) = (N,P(N),y)
and defineThen
Consequently, by
Theorem 1.3.6 in[ 16 J
, the sequencef . J >
defined above is a
potential (hence
anamart). Further,
sincethe sequence
f.>
isV-convergent
to 0 . On the otherhand,
ifJ
we put
for a11 1 k >
N , then
Therefore,
theV-convergent (to 0)
amartf~ >
cannot be ofclass
(B)
which contradicts(4)
andcompletes
theproof
of thetheorem.
Note that since the sequence C is
V-convergent
J
(hence V-bounded)
- and is not of class(B) ,
C n cannotneither be an amart.
Further,
since a Fréchet space E is nuclear if andonly
if the identical operator isabsolutely summing,
thefollowing corollary
is an easy consequence of the theorem.Corollary
2.6 . For a Fréchet space,E ,
thefollowing
conditionsare
e,quiyalent
(1)
E is nuclear.(2) Every
amartin S(A n >,E) is
uniform.(3)
2013201320132013201320132013201320132013 For every S-bounded 20132013201320132013201320132013201320132013201320132013 amartfn>
inL 1( An> E)
YY - n
and U E
U(E) ,
the sequence > is a uniform amart inL1 (An>, IR).
(4)
Forevery V-convergent
amartfn >
inL1 (An > ,E)
and
U(E) ,
the sequencep (f )
> is an amart inL1 A > , F)
20132013 201320132013201320132013201320132013 U n 20132013201320132013201320132013201320132013 j n
Remark. Since every
LJ-bounded
real-valued uniform amart must be of class(B) ,
Theorem 2 in[ 13 1
is henceeasily
established fromCorollary
2.6. Note that for theproof
of Theorem 2 in1 131
,Egghe
hasneeded the Radon-Nikodym property
of nuclear Fréchet spaces.So that his
proof
cannot be 2.5 .§ 3. CONVERGENCE AND BOUNDEDNESS OF AMARTS.
In this
section,
we shallapply
the results in Section 2 to convergence and boundednessproblems
of amarts in Fréchet spaces. Webegin
withTheorem 3.1 . Let
E,F
be Fréchetspaces and
T C£(E,F) .
Thenthe
following properties
areequivalent : (1)
T isabsolutely summing.
(2)
T mapspotentials
inL 1 ( Àn> ,E)
into F-valuedsequences,
strongly
convergent to0 ,
almosteverywhere (a.e.) . (3)
T mapspotentials
in,E)
into F-valued sequences,weakly convergent,
to0 ,
a.e.(4)
T mapsV-converg-ent potentials
in> ,E)
intoF-valu ed sequences,
strongly bounded,
a.e.Proof .
( 1 -~ 2) Suppose
that isab,solutely summing.
By
Theorem 2.5 T mapspotentials
in into uniformpotentials
inL 1 (A n >,F) .
.. Thus to prove(2)
it is sufficientto show that every uniform
potential g n >
inS( A n > ,F)
isstrongly convergent,
a.e.Indeed, g n
> is a uniformpotential, by
definition weget
Hence, also
by définition,
the séquence > is a nniformpotential
of real-valued functions. Hence it musr becnnv>rgent
te’ U , ,a.e.
(cf. ( 2 ], [ 4 ))
. We note that sinceU(F)
iscountable, g n
>must converge itself
strongly
a.e. to 0 . This proves(2) . Here,
it is worth to note that in(13] , Egghe
hashardly proved
thatevery uniform
potential in
nuclear Fréchet spaces convergesstrongly,
a.e. to 0 . But as we have
just shown,
this fact is clear even for uniformpotentials
ingeneral
Fréchet spaces F .Returning
to theproof
of the theorem we see that theimplications (2 -+ 3 -+ 4)
are easy. Thus we have to proveonly (4 -~ 1 ) Suppose
that T fails to beabsolutely summing.
And letx
n >
and C be as in theexample given
in theproof
of Theorem 2.1 . .By (~,A,P)
we mean theLebesgue probability
space on[0,1) .
Sincewe can choose a
subsequence
nn~
...~ nk
.. °of N such that
Next,
for eachk ~ N ,
find withand define
Finally, given k,j E
N we put/
and for each
T E T ,
we defineTherefore,
with the abovenotations,
one getBut no te .
-1 -1
1 and(T -> oo)
"implies (k ( T) + oo)
~ .Consequently, by
Theorem 1.3.6 in[ 16 ]
,1 the
summability
ofxn > implies
that the net/ 0 f
Tconverges to 0 . It means that
(a) f >
isa potential in L An> E)
Next, since 1
j
(b) f >
isV-convergenL
to 0 .’
Finallv,
f or pach ’.’ ’"-) C), 1 )
, k ’ ‘ N , one can choosesome jk
suchthat
nk+1 jk · nk+l .
Thisyields
Therefore,
Consequently,
the sequencef.>
with theproperties (a-b-c)
J
contradicts
(4)
whichcompletes
theproof
of(4 -> 1)
and the theorem.Now suppose that E is nuclear and
fn >
a S-boundedamart in Then
by [6] ,
, E has theRadon-Nikodym
property,
L1(E) V-topology>
is a Fréchet space andby Corollary
2.6f > is a V-bounded uniform amart.
Hence,
fn > has a moreprecise
n n
Riesz
decomposition : f n = g n + hn (n E N) ,
wheregn >
is aV-bounded
martingale
in andhn >
auniform potential.
Thus the
proof
of Theorem 3.1 shows thath n >
convergesstrongly
a.e. to 0 .
Further,
since every nuclear Fréchet space is aprojective
limit of a sequence of Hilbert spaces, the
martingale
limit theorem inHilbert spaces shows that
g n >
must convergestrongly
a.e. There-fore,
thefollowing corollary
is an easy consequence of the theorem.Corollary
3.2 . For a Fréchet space, thefollowing properties
areequivalent :
(1)
E is nuclear.(2) Every
S-bounded amart in ilsconvergent strongly,
aY,e.(3) Every
S-bounded amart inL (A >,E)
isconvergent weakly,
a.e.(4) Every V-convergent
2013201320132013201320132013201320132013201320132013201320132013201320132013 jpotential
in n 201320132013201320132013201320132013isstrongly bounded,
a.e.Remark. The
equivalence (1,~-42)
was firstproved by
Bellow[ 1] 1
forBanach spaces. This result has been
recently
extended to Fréchet spacesby Egghe
in[13] .
Also(1 H 3)
has beenproved by Edgar-Sucheston
in
[ 11 ]
for Banach spaces.We say that a sequence
fn >
in isS-uniformly integrable,
iffn >
is S-bounded and for every U EU(F) ,
It is clear that if E is a nuclear Fréchet space then every
S-uniformly integrable
sequencefn>
in isV-uniformly integrable,
i.e. for each U E
U(E) ,
the sequencepU(fn)>
isuniformly
integrable. Conversely,
if Efails
to be nuclear then as in theproof
of Theorem2.1 ,
one can construct apotential fk > in
such that
fk >
fails to be V-bounded.Therefore,
thefollowing corollary
can be deducedeasily
fromCorollary
3.2 .Corollary
3.3 . For a Fréchet space E , thefollowing
conditionsare
equivalent :
(1)
E is nuclear.(2) Every S-uniformly integrable
amart in> ,E)
isn -- ---
(3) Eve_-ry potential
inL1 (An> , E)
n is V-bounded.Remark. The
équivalence (i~2)
was firstproved by Egghe
in( 12 ) ,
,where he gave a very
complecated example
in order to prove(2 - 1) .
Theimplication (3 ~ 1)
in thecorollary
seems to be new even forBanach spaces.
ACKNOWLEDGMENT
l’d like to express many thanks to Professor C. CASTAING for
giving
mecopies
of the articles[ 14 ~ 1
and[ 13 1
which lead me to the idea of the paper.REFERENCES
[1] Bellow,
A. On vector-valuedasymptotic martingales.
Proc. Nat.Acad. Sci. USA
13, 6(1976)
p. 1798-1799.[2] Bellow,
A. Les amarts uniformes. C.R. Acad. Sci.Paris,
t.284,
Sér. A
(1977)
p. 1295-1298.[3] Blondia,
C.Locally
convex spaceswith Radon-Nikodym property.
Math. Nachr. 114
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LUUInstitute of Mathematïcs P.O. Box 631