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ST 


BEB 

FACULTY  WORKING 
PAPER  NO.  1489 


Weak  Sequential  Convergence  in  Lp  (/x.X) 


Nicholas  C.  Yannelis 


College  of  Commerce  and  Business  Administration 
Bureau  of  Economic  and  Business  Research 
University  of  Illinois,  Urbana-Champaign 


BEBR 


FACULTY  WORKING  PAPER  NO.  1489 

College  of  Commerce  and  Business  Administration 

University  of  Illinois  at  Urbana- Champaign 

September  1988 


WEAK  SEQUENTIAL  CONVERGENCE  IN  L  (/i,X) 

P 

Nicholas  C.  Yannelis,  Associate  Professor 
Department  of  Economics 


I  would  like  to  thank  a  careful  and  competent  referee  for 
useful  comments  and  suggestions  as  well  as  Erik  Balder.   Also 
I  wish  to  acknowledge  several  helpful  discussions  with  M.  Ali 
Khan  and  Aldo  Rustichini.   Needless  to  say,  I  am  responsible 
for  any  remaining  shortcomings . 


WEAK  SEQUENTIAL  CONVERGENCE  IN  L  (m,X) 


by 


Nicholas  C.  Yannelis 


Department  of  Economics 

University  of  Illinois, 

Champaign,  IL  61820 


Abstract :   We  provide  some  new  results  on  the  weak  convergence  of  sequences  or 
nets  lying  in  L  ((T,2,/z),  X)  =   L  (^,X),  1  <  p  <  °o,  i.e.,  the  space  of 
equivalence  classes  of  X-valued  (X  is  a  Banach  space)  Bochner  integrable 
functions  on  the  finite  measure  space  (T,2,/i).   Our  theorems  generalize  in 
several  directions  recent  results  on  weak  sequential  convergence  in  L..(/i,X) 
obtained  by  Khan-Majumdar  [12],  and  Artstein  [2],  and  they  can  be  used  to  obtain 
dominated  convergence  results  for  the  Aumann  integral.   Our  results  have  useful 
applications  in  Economics. 


*  I  would  like  to  thank  a  careful  and  competent  referee  for  useful  comments  and 
suggestions  as  well  as  Erik  Balder.   Also,  I  wish  to  acknowledge  several  helpful 
discussions  with  M.  Ali  Khan  and  Aldo  Rustichini.   Needless  to  say,  I  am 
responsible  for  any  remaining  shortcomings. 


1 . INTRODUCTION 
The  purpose  of  this  paper  is  to  prove  some  results  on  the  weak  convergence  of 
sequences  or  nets  lying  in  L  (^,X),  1  <  p  <  <»,  i.e.,  the  space  of  equivalence 
classes  of  X-valued  (X  is  a  Banach  space)  Bochner  integrable  functions  x:  T  -»  X 
on  a  finite  measure  space  (T,S,/x).   In  particular,  the  main  theorem  of  the  paper 
asserts  that: 

If  X  is  a  separable  Banach  space,  (T,E,/x)  is  a  finite  positive  measure 
space,  and  {f  :  A  e  A)  is  a  net  in  L  (/i,X),  1  <  p  <  <=°,  such  that,  f  converges 

A  p  A 

weakly  to  f  €  L  (tf.X) ,  and  for  all  A  e  A,  fx(t)  6  F(t)  u-a.e. ,  where  F  :  T  -  2X 
P  A 

is  a  weakly  compact,  integrably  bounded,  convex,  nonempty  valued  correspondence. 

Then  we  can  extract  a  sequence  (f   :  n=l , 2 , . . . }  from  the  net  (f  :  A  e  A}  such 

n 

that  f   converges  weakly  to  f  and  for  almost  all  t  in  T ,  f(t)  is  an  element  of 
n 

the  closed  convex  hull  of  the  weak  limit  superior  of  the  sequence  f   (t),  i.e., 

A 

n 


f(t)  G  con  w-Ls{f   (t)}  /i-a.e. 

A 


n 


The  above  theorem  generalizes  in  several  directions  a  recent  result  of 
Khan-Majumdar  [12],  which  in  turn  is  an  extension  of  a  theorem  of  Artstein  [2]. 
Moreover,  versions  of  the  above  theorem  can  be  used  to  prove 

Lebesgue-Aumann- type  dominated  convergence  results  either  for  the  set  of  all 
integral  selections  of  a  correspondence  or  for  the  integral  of  a  correspondence 
The  latter  results  extend  the  previous  dominated  convergence  theorems  for  the 
integral  of  a  correspondence  obtained  by  Aumann  [3],  Pucci-Vitillaro  [16],  and 
Yannelis  [22].  Our  results  have  useful  applications  in  Economics  and  Game 
Theory,  (see  for  instance  Khan-Yannelis  [13],  Khan  [14,  15]  and  Yannelis  [21]). 


The  paper  is  organized  as  follows:  Section  2  contains  notation  and 
definitions.   In  Section  3  the  main  results  of  the  paper  are  stated,  and  finally 
the  proofs  of  all  the  results  are  collected  in  Sections  4  and  5. 


2.  NOTATION  AND  DEFINITIONS 


2.1  Notation 


2   denotes  the  set  of  all  nonempty  subsets  of  the  set  A. 

<j>   denotes  the  empty  set. 

dist  denotes  distance. 

R  denotes  the  set  of  real  numbers. 

R   denotes  the  -2-fold  Cartesian  product  of  R. 

If  A  is  a  subset  of  a  Banach  space,  ciA  denotes  the  norm  closure  of  A,  and 


con  A  denotes  the  closed  convex  hull  of  A. 

•k 

If  X  is  a  linear  topological  space,  its  dual  is  the  space  X   of  all 
continuous  linear  functionals  on  X,  and  if  p  e  X  and  x  e  X  the  value  of  p  at  x 
is  denoted  by  <p,x>. 

If  {F   :  n=l , 2 , . . }  is  a  sequence  of  nonempty  subsets  of  a  Banach  space  X, 

we  will  denote  by  w-LsF   and  s-LiF   the  set  of  its  weak  limit  superior  and 
J  n  n  r 

strong  limit  inferior  points  respectively,  i.e., 


w-LsF  =  (x  <E  X  :  x  =  w-limx    ,  x  E  F    ,  k=l ,  2 ,  .' .  } 

k~  "k    \        \ 

s-LiF  =  {x  e  X  :  x  =  s-limx   ,  x  e  F   ,  n— 1.2,..}. 
n  n    n   n 


2 . 2  Definitions 

Let  (T,S,/i)  be  a  finite  measure  space  and  X  be  a  separable  Banach  space 


The  correspondence  cp    :    T  -»  2   is  said  to  have  a  measurable  graph  if  the  set 
G  ={(t,x)  G  T  x  X  :  x  G  <p(t)}  belongs  to  £  ® /3(X)  ,  where  0(X)  denotes  the  Borel 
a-algebra  on  X  and®  denotes  product  a-algebra.   The  correspondence  <p:T  -»  2   is 
said  to  be  lower  measurable  if  for  every  open  subset  V  of  X,  the  set  {t  e  T  : 
<p(t)  n  V  *  <i>)    belongs  to  2.  It  is  a  standard  result  (see  Himmelberg  [10, p.  47]) 
that  if  <p(  • )  has  a  measurable  graph,  then  cp(  • )  is  lower  measurable,  and  if  <p(  •  ) 
is  closed  valued  and  lower  measurable  then  <p(  • )  has  a  measurable  graph. 
Moreover,  if  T  is  a  complete  finite  measure  space  and  cp(  • )  has  a  measurable 
graph  and  it  is  nonempty  valued,  then  there  exists  a  measurable  selection  for 
<p(  • )  i  i.e.,  there  exists  a  measurable  function  f  :  T  -*  X  such  that  f(t)  e  <p(t) 
H-a.e.    (see  [10,  Theorem  5.2,  p.  60]). 

Following  Diestel-Uhl  [7]  we  define  the  notion  of  a  Bochner  integrable 
function.   Let  (T,S,/i)  be  a  finite  measure  space  and  X  be  a  Banach  space.   A 

function  f  :  T  -»■  X  is  called  simple  if  there  exist  y1  ,y_ ,y   in  X  and 

n 

a    ,a    , . . . ,q   in  S  such  that  f  =  2  y.  y   ,  where  y   (t)  =1  if  t  G  a.  and  v   (t)  = 
1   2      n  .  1yiAa.        Aa.  l     Aa. 

1=1     11  l 

0  if  t  €  a.  .   A  function  f  :  T  -►  X  is  said  to  be  u-measurable  if  there  exists  a 
l  r  

sequence  of  simple  functions  f  :  T  -»•  X  such  that  lim  I  f  (t)  -  f(t)  I  =  0  for 

n  rt-Ko  »   n  " 

almost  all  t  G  T.   A  /i-measurable  function  f  :  T  -»  X  is  said  to  be  Bochner 
integrable  if  there  exists  a  sequence  of  simple  functions  {f  :  n=l , 2 . . . }  such 


that 


Jig  J"tI!  fn(t)  ■  f(t)  1  d/i(t)  =  °- 


In  this  case  we  define  for  each  E  G  S  the  integral  to  be  J  f(t)d/x(t)  - 

lim  f_f  (t)d/i(t).   It  can  be  shown  (  see  Diestel-Uhl  [  7 ,  Theorem  2,  p.  45])  that, 
n-»oo  JEn 

if  f  :  T  -»■  X  is  a  /z-measurable  function  then  f  is  Bochner  integrable  if  and  only 
if  J*  ||  f(t)    dji(t)  <  <».   For  1  <  p  <  oo,  we  denote  by  L  (p.X)  the  space  of 


equivalence  classes  of  X-valued  Bochner  integrable  functions  x  :  T  -»  X  normed  by 

1 

l|x||p=[;T||x(t)||pd/i(t)]p. 

As  was  noted  in  Diestel-Uhl  [7,  p.  50],  it  can  be  easily  shown  that  normed  by 
the  functional  II  •  II   above,  L  (m,X)  becomes  a  Banach  space. 

ii   lip  p 

A  Banach  space  X  has  the  Radon-Nikodym  Property  with  respect  to  the  measure 

space  (T,2,/i)  if  for  each  ju-continuous  vector  measure  G  :  S  ->  X  of  bounded 

variation  there  exists  g  e  L  (/x,X)  such  that  G(E)  =  f   g(t)d/x(t)  for  all  E  G  S. 

A  Banach  space  X  has  the  Radon-Nikodym  Property  (RNP)  if  X  has  the  RNP  with 

respect  to  every  finite  measure  space.   Recall  now  (see  Diestel-Uhl  [7  , Theorem 

1,  p.  98])  that  if  (T,E,/i)  is  a  finite  measure  space  1  <  p  <  «,  and  X  is  a 

Banach  space,  then  X  has  the  RNP  if  and  only  if  (L  (u,X))   =  L  (u,X  )  where 

P         q 

-  +  -  =  1.   For  1  <  p  <  oo  denote  by  S   the  set  of  all  selections  of  the 
p    q  r  J      tp 

X 
correspondence  cp    :  T  -»  2   that  belong  to  the  space  L  (ju,X),  i.e., 


SP  =  {x  G  L  O.X)  :  x(t)  G  <p(t)  /i-a.e.}. 


We  will  also  consider  the  set  S   =  {x  G  L-(/i,X)  :  x(t)  G  <p(t)  u-a.e.  }  ,i.e.  ,  S 

is  the  set  of  all  integrable  selections  of  q>(  ■  )  .   Using  the  above  set  and 

y 
following  Aumann  [3]  we  can  define  the  integral  of  the  correspondence  cp    :  T  -*  2 

as  follows : 


JT<p(t)d/i(t)  =  {/Tx(t)d/i(t):  x  G  S^; 


In  the  sequel  we  will  denote  the  above  integral  by  ftp.      Recall  that  the 

v 

correspondence  <p  :  T  -»  2   is  said  to  be  integrably  bounded  if  there  exists  a  map 

g  G  L ,  (m.R)  such  that  sup{||x||:x  G  <p(t))  <  g(t)  /^-a.e.   Furthermore,  if  T  is  a 
complete  finite  measure  space,  X  is  a  separable  Banach  space  and  (p    :  T  ■*  2   is 


an  integrably  bounded  nonempty  valued  correspondence  having  a  measurable  graph, 

by  virtue  of  the  measurable  selection  theorem  we  can  conclude  that  S   is 
J  <P 

nonempty  and  so  JV  is  nonempty  as  well.   Let  now  (F  :n=l,2, . . . }  be  a  sequence  of 

nonempty  subsets  of  a  Banach  space  X.   We  will  say  this  F   converges  in  F 

(written  as  F  -»  F)  if  and  only  if  s-LiF  =  w-LsF  =  F. 
n  J  n        n 

With  all  these  preliminaries  now  out  of  the  way  we  are  ready  to  state  our 
main  results. 

3.  THE  MAIN  THEOREMS 


We  begin  by  stating  the  following  result  on  weak  sequential  convergence  in 
L  (/x,X)  ,  1  <  p  <  «. 


Theorem  3.1:   Let  (T,2,jz)  be  a  finite  positive  measure  space  and  X  be  a 

separable  Banach  space.   Let  {f  :  A  £  A}  ,  (A  is  a  directed  set)  be  a  net  in 

L  (/i,X),  1  <  p  <  co  such  that  f   converges  weakly  to  f  €  L  (/i,X).   Suppose  that 
p  A  p 

V 

for  all  A  G  A,  f>(t)  G  F(t)  /x-a.e.,  where  F  :  T  -*  2   is  a  weakly  compact, 
integrably  bounded,  convex,  nonempty  valued  correspondence.   Then  we  can  extract 
a  sequence  (f   :  n=l , 2 , . . . }  from  the  net  {f  :  A  G  A}  such  that: 

A  A 


(i)   f   converges  weakly  to  f  and 


"A 
n 


(ii)  f(t)  G  con  w-Ls{f   (t)}  p-a.e. 

n 

As  an  immediate  conclusion  of  Theorem  3 . 1  we  can  obtain  the  following 

generalization  of  Theorem  1  in  Khan-Majumdar  [12]. 

Corollary  3.1:   Let  (T.E./ii)  be  a  finite  positive  measure  space  and  X  be  a 

separable  Banach  space.   Let  (f  :  n-1 , 2 , . . . }  be  a  sequence  of  functions  in 
L  (fi,X),    1  <  p  <  <»  such  that  f   converges  weakly  to  f  G  L  (/x,X).   Suppose  that 


y 

for  all  n,  (n-1,2,...),  f  (t)  e  F(t)  /i-a.e.,  where  F  :  T  -  2   is  a  weakly 

n 

compact,  integrably  bounded,  nonempty  valued  correspondence.   Then 


f(t)  G  con  w-Ls{f  (t)}  /i-a.e 
n 


Corollary  3.1  generalizes  Theorem  1  of  Khan-Majumdar  [12]  in  several 
directions.   In  particular,  the  measure  space  (T,2,/t)  need  not  be  atomless  or 
complete,  the  sequence  {f  :  n— 1,2,....)  need  not  be  in  a  fixed  weakly  compact 
subset  of  X  and  finally  the  sequence  (f  :  n=l , 2 , . . . }  need  not  lie  only  in 

i^Oi.x). 

Using  Corollary  3 . 1  we  can  prove  the  following  dominated  convergence  result 
for  the  set  of  integrable  selections. 


Theorem  3.2:   Let  (T,2,/i)  be  a  complete  finite  positive  measure  space  and  X 

be  a  separable  Banach  space.   Let  <p  :  T  -»  2   (n=l,2,  .  .  .)  be  a  sequence  of  closed 

valued  and  lower  measurable  correspondences  such  that: 

(i)  For  each  n,  (n=l,2,...),  <p  (t)  c  F(t)  /i-a.e.,  where   F  :  T  -+  2   is  an 

n 

integrably  bounded  weakly  compact,  convex,  nonempty  valued  correspondence, 

(ii)  <p  (t)  -»  <p(t)  /i-a.e.,  and 
n 

(iii)  </>(•)  is  convex  valued. 

Then 

n 


As  a  Corollary  of  Theorem  3 . 2  we  can  obtain  a  donimated  convergence  result 
for  the  integral  of  a  correspondence. 


Corollary  3.2:  Let  <p    :  T  -*  2   (n— 1,2,...)  be  a  sequence  of  closed  valued 
and  lower  measurable  correspondences  satisfying  all  the  assumptions  of  Theorem 
3.2.   Then 

JVn  "*  JV- 

The  above  corollary  may  be  seen  as  an  extension  of  a  result  of  Aumann 

[3,  Theorem  5,  p.  3]  to  correspondences  taking  values  in  a  separable  Banach 

i 
space.   Recall  that  in  [3],  X  =  R  . 

A  version  of  the  above  dominated  convergence  result  for  the  integral  of  a 
correspondence,  has  been  obtained  by  Pucci  and  Vitillaro  [16].   In  their  paper 
the  upper  and  lower  limits  of  a  sequence  of  correspondences  were  defined  in 
terms  of  support  functions.   Moreover,  they  assumed  that  X  is  a  separable 
reflexive  Banach  space,  and  that  (T,S,/i)  is  atomless.   Hence,  their  result  does 
not  subsume  ours.   Finally,  Corollary  3.2  generalizes  Theorem  5.2  in  Yannelis 
[22],  where  it  was  assumed  that  (T,S,/i)  is  atomless. 

It  should  be  noted  that  Theorem  3.2  follows  easily  from  Lemmata  5.1  -  5.3 
(see  section  5)  which  are  w-Ls  and  s-Li  versions  of  the  Fatou  Lemma  for  the  set 
of  integrable  selections.   In  particular,  Lemma  5.1,  i.e.,  the  w-Ls  version  of 
the  Fatou  Lemma  is  a  direct  consequence  of  Corollary  3.1  and  it  can  be  easily 
shown  that  it  implies  the  w-Ls  versions  of  the  Fatou  Lemma  for  the  integral  of  a 
function  or  correspondence,  obtained  by  Khan-Majumdar  [12],  Balder  [4]  and 
Yannelis  [22] . 

We  can  now  turn  to  the  proofs  of  our  main  theorems. 


4.  PROOF  OF  THEOREM  3.1 

We  begin  by  stating  the  following  result  of  Artstein  which  will  be  used  for 
the  proof  of  Proposition  4.2  below: 


Proposition  4.1:  Let  (T,E,/i)  be  a  finite  positive  measure  space  and  let  f  : 
T  -.R*.  C-1.2,...)  be  a  uniformly  Integrable  sequence  of  functions  converging" 


weakly  to  f.   Then, 


f(t)  G  con  w-Ls{f  (t)}  u-a.e 
n 


Proof:   See  [2,  Proposition  C,  p.  280] 


Proposition  4.2:   Let  (T,S,/i)  be  a  finite  positive  measure  space  and  X  be  a 

separable  Banach  space  whose  dual  X*  has  the  RNP.   Let  {f  :  n=l , 2 , . . . )  be  a 

sequence  in  L  (u,X),  1  <  p  <  °°   such  that  f   converges  weakly  to  f  G  L  (u,X). 
p  n  p 

Suppose  that  for  all  n,  (n=l,2,...),  f  (t)  G  F(t)  u-a.e.    where  F  :  T  ->  2   is  a 
weakly  compact  nonempty  valued  correspondence.   Then 


f(t)  G  con  w-Ls{f  (t)}  u-a.e 
n 


TV- 
Proof:      Since    f     converges   weakly   to   f  and  X     has    the   RNP,    for   any  cp  G 

*  *  1         1 

(L    (u,X))      -  L   (u,X   )    (where    -    +    -   =   1)  ,    we  have    that     <tp,£  >  = 
p  q  P        q  n 

f_<  <p(t),f    (t)    >  du(t)    converges    to  <<p,f>  =    L<<p(  t)  ,  f  ( t)>  dAt(t).      Define    the 
In  1 

functions   h    :    T  -  R  and  h:    T  -»  R  by  h    (t)    =  <<p(t),    f    (t)>  and  h(t)    =  <<p(t), 
n  n  n 

f(t)>   respectively.       Since    for   each   n,    f    (t)    G   F(t)    n-a.e.    and   F( • )    is   weakly 

n 

compact,  h   is  bounded  and  uniformly  integrable.   Also,  it  is  easy  to  check  that 
h   converges  weakly  to  h.   In  fact,  let  g  G  L  (/i,R)  and  let  M  =  llgll^-  then, 


|/Tg(t)(hn(t)-h(t))d/i(t)|  =  i;Tg(t)«<p(t),  fn(t)>  -  «p<t),  f(t)>)dM(t)| 

(4.1)  <  M|<<p,f  >    -    <tp,f>\ 


n 


and  (4.1)  can  become  arbitrarily  small  since  as  it  was  noted  above  <<p,f  > 
converges  to  <<p,f>. 

By  Proposition  4.1,  we  have  that  /x-a.e.,  h(t)  e  con  w-Ls{h  (t)  }  c 


con  w-Ls{h  (t)  }  ,  i.e.,  /i-a.e.  ,  <<p(t)  ,  f(t)>  G  con  w-Ls{<cp(t)  ,  f  (t)>)  = 
n  n 


<<p(t)  ,  con  w-Ls{f  (t)}>  and  consequently, 


(4.2)   /  <<p(t),  f(t)>d/i(t)  e  J*  <<p(t),  x(t)>d/i(t),  where  x(-)  is  a  selection  fro 


m 


con  w-Ls  { f  ( • ) } . 
n 


It  follows  from  (4.2)  that: 


(4.3)   f  G  SP 


con  w-Ls { f  ) 
n 


To  see  this,  suppose  by  way  of  contradiction  that  f  G  S_  ,  then  by  the 

con  w-Ls { f  ) 
n 

separating  hyperplane  theorem   (see  for  instance  [l,p.l36]),  there  exists  V>  G 

(L  (/i.X))*  =  L  (m,X*),  t/>  *   0  such  that  <i/>,f>  >  sup{<0,x>:  x  G  S^ }, 

con  w-Ls ( f  } 
n 

i.e.,  J  <V>(t)  ,  f  (t)>d/i(t)  >  J*  <V>(t)  ,x(t)>d/x(t)  ,  where  x(  •  )  is  a  selection  from 


con  w-Ls{f  (•)).  a  contradiction  to  (4.2).   Hence,  (4.3)  holds  and  we  can 


conclude  that  f(t)  G  con  w-Ls{f  (t)}  /i-a.e.   This  completes  the  proof  of 
Proposition  4.2. 


10 


Remark  4.1:   Proposition  4.2  remains  true  without  the  assumption  that  X 

has  the  RNP.   The  proof  proceeds  as  follows:   Since  f   converges  weakly  to  f  we 

* 
have  that  <<p ,  f  >  converges  to  <cp,f>  for  all  <p  e  (L  (u,X))  .   It  follows  from  a 
n  P 

standard  result  (see  for  instance  Dinculeanu  [8,  p.  112])  that  <p  can  be 

* 
represented  by  a  function  0  :  T  -►  X   such  that  <ip,x>   is  measurable  for  every 

x  e  X  and   ||i/>||    e   L   (/i,R).      Hence,      <<p,f  >  =    f  <V>(t)  ,    f    (t)>  d^(t)    and  <cp,f>  = 

f_<0(t),  f(t)>d/x(t).  Define  the  functions  h  :  T  -*  R  and  h:  T  ■*  R  by  h  (t) 
1  n  n 

=<V'(t)  ,  f  (t)>  and  h(t)  =  <rb(t)  ,    f(t)>  respectively.   One  can  now  proceed  as  in 
n 

the  proof  of  Proposition  4.2  to  complete  the  argument. 


We  are  now  ready  to  complete  the  proof  of  Theorem  3.1 


Proof  of  Theorem  3.1:   Denote  the  net  {f,:  A  6  A)  by  B .  Since  by  assumption 
for  all  AeA,  f  (t)eF(t)  /x-a.e.  where  F:  T  -»  2   is  an  integrably  bounded,  weakly 
compact,  convex  valued  correspondence  we  can  conclude  that  for  all  AeA,  f   lies 

A 

in  the  weakly  compact  set  SI,  (recall  Diestel's  theorem  on  weak  compactness,  see 
for  example  [20]  for  an  exact  reference).  Hence,  the  weak  closure  of  B,  i.e., 
w-ciB,  is  weakly  compact.   By  the  Eberlein-Smulian  Theorem, (see [ 9 ,  p.  430]  or 

[1,  p.  156]),  w-ciB  is  weakly  sequentially  compact.   Obviously  the  weak  limit  of 

2 
f  ,  i.e.  f,  belongs  to  w-ciB.   From  Whitley's  theorem   [1,  Lemma  10-12,  p.  155], 

we  know  that  if  f  e  w-ciB,  then  there  exists  a  sequence  (f   :  n=l , 2 , . . . )  in  B 

A 

n 
such  that  f    converges  weakly  to  f .  Since  the  sequence  (f   :  n=l , 2 , . . . } 

A  A 

n  n 

satisfies  all  the  assumptions  of  Proposition  4.2  and  Remark  4 . 1  we  can  conclude 


that  f(t)  G  con  w-Ls{f   (t)}  n-a.e.      This  completes  the  proof  of  the  Theorem. 

n 


11 


> 

5.  PROOF  OF  THEOREM  3.2 


For  the  proof  of  Theorem  3 . 2  we  need  to  prove  w-Ls  and  s-Li  versions  of  Fatou's 
Lemma  for  the  set  of  integrable  selections. 

Lemma  5.1:   Let  (T,E,/i)  be  a  finite  positive  measure  space  and  X  be  a 
separable  Banach  space  and  let  <p  :  T  -»  2  ,  (n— 1,2,...)  be  a  sequence  of 
nonempty,  closed  valued  correspondences  such  that: 

V 

(i)   For  all  n,  (n-1,2,...),  <p  (t)  C  F(t)  /i-a.e.,  where  F:  T  -  2   is  an 

n 

integrably,  bounded  weakly  compact,  convex,  nonempty-valued  correspondence. 
Then, 

w-Ls  S    C  S 


n    con  w-Lsip 
n 


Proof:   Let  x  G  w-Ls  S   ,  i.e.,  there  exists  x.  G  S    ,  (k— 1,2, . . . )  such 

°k 


n 


that  x,  converges  weakly  to  x.   We  wish  to  know  that  x  G  S .   Since  x, 

con  w-Lscp 
n 

converges  weakly  to  x  and  x,  lies  in  a  weakly  compact  set,  it  follows  from 
Proposition  4.2  that  x(t)  G  con  w-Ls{x,  (t)}  p-a.e.    which  implies  that 


x(t)  G  con  w-Ls<p  (t)  /i-a.e.   Since  by  assumption  for  each  n,  <p  (•)  lies  in  the 

integrably  bounded  convex  set  F( • ) ,  we  can  conclude  that  x  G  S_         .   This 

con  w-Lscp 
n 

completes  the  proof  of  the  lemma. 

With  additional  assumptions,  than  those  in  Lemma  5.1,  we  are  now  able  to 
obtain  an  exact  w-Ls  version  of  Fatou's  Lemma  for  the  set  of  integrable 
selections . 


12 


Lemma  5.2:   Let  <p  :  T  -»  2  ,  (tl— 1,2,...)  be  a  sequence  of  correspondences 
satisfying  all  the  asumptions  of  Lemma  5.1.   Moreover,  assume  that  w-Ls<p  (•)  is 


closed  and  convex  valued. Then, 


w-Ls  S1   C  S1  T 

<p      w-Ls<p 
n        n 


Proof:   It  follows  from  Lemma  5.1  that: 


(5.1)      w-Ls  S1  c  S1 


n    con  w-Lscp 
n 

Since  w-Lsip  (•)  is  closed  and  convex  (hence  weakly  closed)  we  have  that 


w-Ls<p  (•)  =  con  w-Ls  <p  (•)  and  therefore, 
n  n 


(5.2)      S1  _     =  S1 
w-Ls<p 


n    con  w-Lsoj 
n 

Combining  now  (5.1)  and  (5.2)  we  can  conclude  that  w-Ls  S   C  S 

cp  w-Lsa? 

n         n 

This  completes  the  proof  of  the  lemma. 

The  result  below  is  a  s-Li  version  of  Fatou's  Lemma  for  the  set  of 
integrable  selections.   It  generalizes  Proposition  4.2  in  [3]  to  separable 
Banach  spaces . 

Lemma  5.3:   Let  (T,E,/j)  be  a  complete  finite  measure  space  and  let  X  be  a 

separable  Banach  space.   If  tp    :  T  -*■  2    ,    (n— 1,2,...)  is  a  sequence  of  integrably 

bounded  correspondences  having  a  measurable  graph,  i.e.,  G   G  E®j3(X),  then, 

n 

S1  T  .     C  s-Li  S1  . 
s-Li  <p  <p 

n  n 


13 


Proof:   Let  x  G  S   T.   ,  i.e.,  x(t)  E  s-Li  <s>    (t)  u-a.e.,  we  must  show  that 

s-Licp  n 

n 

x  E  s-Li   S      .      First  note   that  x(t)   E  s-Lia?     u-a.e.    implies    that   there   exists   a 

cp  XI 

n 

sequence  {x  :  n=l ,  2 ,  .  .  .  }  such  that  s-lim  x  (t)  =  x(t)  u-a.e.  and  x  (t)  E  <p    (t) 
n        n  n  n       n 

n-*» 

u-a.e.,  which  is  equivalent  to  the  fact  that  lim  dist(x(  t)  ,<p  (t))  -  0  u-a.e.   As 

n 
n-*» 

in  [17,  p.  528,  or  15a]  for  each  n,  (n=l,2,...)  define  the  correspondence 

A    :    T  -»  2X  by  A   (t)    =    (y  E  <p   (t)    :    II   y  -   x(t)    |    <  dist    (x(t),    <p    (t))    +   -}. 
n  nn  nn 

Clearly  for  all  n,  (n=l,2,...)  and  for  all  t  E  T,  A  (t)  *  d>.      Moreover,  A  (•) 

n  n 

has  a  measurable  graph.   Indeed,  the  function  g:  T  x  X  ■*  [-00,00]  defined  by 

g(t,y)  =  |  y  -  x(t)    -  dist(x(t)  ,  <p  (t))  is  measurable  in  t  and  continuous  in  y 

and  therefore  by  a  standard  result  (see  Himmelberg  [10,  theorem  2,  p.  378]) 

g(-,-)  is  jointly  measurable  with  respect  to  the  product  a-algebra  Z  ® /3(X)  .   It 

is  easy  to  see  that: 

GA  =  {(t,y)  E  T  x  X  :  g(t,y)  <  ■  )  n  G  =  g_1([— ,£])  n  G   . 
n  n  n 

Since  <p  (•)  has  a  measurable  graph  and  g(  •  ,  •  )  is  jointly  measurable,  we  can 

conclude  that  G   belongs  to  S  <S> /3(X)  ,  i.e.,  A  (•)  has  a  measurable  graph.   By 
a  n 

n 

the  Aumann  measurable  selection  theorem  (see  for  instance  Himmelberg  [10])  there 

exists  a  measurable  function  f  :  T  -►  X  such  that  f  (t)  E  A  (t)  u-a.e.   Since 

n  n       n 

x(t)  E  s-Li<p  (t)  u-a.e.,  lim  dist(x(t),  (p    (t))  =  0  u-a.e.  which  implies  that 

n-«*o 

lim  I  f  (t)  -  x(t)  I  =  0  u-a.e.   Since  f  (t)  E  <p  (t)  u-a.e.  and  <p  (•)  is 
n-*oo  »   n  "  n       n  n 

integrably  bounded,  by  the  Lebesgue  dominated  convergence  theorem  (see 

Diestel-Uhl  [7,  p.  45]),  f  (•)  is  Bochner  integrable ,  i.e.,  f  E  LAn,    X). 

n  n     1 

Hence,  x  E  s-Li  S    and  this  completes  the  proof  of  the  lemma. 


We  are  now  ready  to  complete  the  proof  of  Theorem  3.2 


14 


Proof  of  Theorem  3.2:   First  note  that  since  for  each  n,  (n=l,2,...)  cp  ( • ) 

n 

is  closed  valued  and  lower  measurable.  G   E  S  ®  ,5(X)  ,  (see  [10,  Theorem  3.5]), 

i.e..  tp    (•)  has  a  measurable  graph  and  so  does  s-Li  <p  (•)•   Now  if 

<p(t)  —  s-Li  cp    (t)  —  w-Ls  ip    (t)  /i-a.e.,  it  follows  from  Lemmata  5.2  and  5.3  that 
n  n 


S1  -  S1  _ .    C  s-LiS1   C  w-Ls  S1   C  S1  T     =  S  . 
s-Liv         <P  <P     w-Lscp     <p 

n        n         n        n 


Therefore 


S"  =  s-Li  S    =  w-Ls  S 

n  n 


ar.d  we  can  conclude  that  S   -»•  S  .   This  completes  the  proof  of  the  Theorem, 


Proof  of  Corollary  3.2:   Define  the  mapping  V  :  L..(/i,X)  ■+  X  by  V>(x)  ■ 
J"x(t)d/x(t)  .   From  Theorem  3 .  2  we  have  that: 

(5.3)      S  =  s-Li  S1   =  w-Ls  S1  . 
tp  tp  ip 

n  n 

Taking  into  account  (5.3),  it  follows  directly  from  the  definition  of  the 
integral  of  a  correspondence  that: 

tfCS1)  =  l*(x):  x  G  S1}  =  JV(t)dM(t)  =  V>(s-Li  S1)  =  s-LiJV(t)d/x(t)  = 

tp  S  tp  XI 


V»(w-Ls  S1  )  =  w-LsJV  (t)d/i(t), 


% 


i.e.  , 


as  was  to  be  shown. 


15 


6.  CONCLUDING  REMARKS 

Remark  6.1:  If  (T,E,/i)  in  Lemma  5.1  is  assumed  to  be  atomless ,  then  by 
virtue  of  Result  2  in  [16]  one  can  obtain  a  generalized  version  of  Fatou's  Lemma 
proved  in  Khan-Majumdar  [12].   The  proof  is  similar  with  that  in  [12]. 

Remark  6.2:  In  finite  dimensional  spaces  Balder  [5]  has  shown  that  the 
Chacon  biting  lemma  (see  [5]  for  a  reference)  can  be  used  to  generalize 
Schmeidler's  [19]  version  of  Fatou's  Lemma  in  several  dimensions.   Recently, 
Balder  [6]  has  extended  the  biting  lemma  to  L^(n,X)    where  X  is  a  reflexive 
Banach  space.   It  is  of  interest  to  know  whether  Balder 's  extension  of  the 
biting  lemma  can  be   used  to  prove  Lemma  5.1,  or  even  versions  of  Theorem  3.1. 


16 


FOOTNOTES 


1.  Note  that  the  set  S_  is  nonempty.   In  fact,  since  w-Ls{f  }  is 

con  w-Ls { f  } 
n 


lower  measurable  and  nonempty  valued  so  is  con  w-Ls{f  }.   Hence,  con  w-Ls{f  } 
admits  a  measurable  selection  (recall  the  Kuratowski  and  Ryll-Nardzewski 
measurable  selection  theorem) .   Obviously  the  measurable  selection  is  also 


integrable  since  con  w-Ls{f  }  lies  in  a  weakly  compact  subset  of  X.   Therefore, 

we  can  conclude  that  S_  is  nonempty. 

con  w-Ls{ f  } 
n 


2.  See  also  Kelley-Namioka  [11,  exercise  L,  p.  165 


17 


REFERENCES 


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Math.  Econ.  6  (1979),  277-282. 
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[4]   Balder. E. J.,  "Fatou's  Lemma  in  Infinite  Dimensions,"  J.  Math.  Anal.  Appl. 

(to  appear) . 
[5]   Balder, E. J.,  "More  on  Fatou's  Lemma  is  Several  Dimensions,"  Canadian 

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American  Mathematical  Society,  Providence,  RI  1977. 
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New  York,  1958. 
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[12]  Khan,  M.  Ali  and  M.  Majumdar,  "Weak  Sequential  Convergence  in  L  (/j,X)  and 
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18 


[13]   Khan,  M.  Ali  and  N.  C.  Yannelis,  "Equilibria  in  Markets  with  a  Continuum 

of  Agents  and  Commodities"  (mimeo) ,  1986. 
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Trans.  Amer.  Math.  Soc.  29  (1986),  737-749. 
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Sc.  Paris,  t.  295,  (1982),  527-530. 
[18]   Rustichini  A.,  "A  Counterexample  to  Fatou's  Lemma  in  Infinite  Dimensions," 

Department  of  Mathematics,  University  of  Minnesota,  1986. 
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Math.  Soc. .  24  (1970),  300-306. 
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Minnesota,  1986. 


HECKMAN         _l 
UNDERY  INC.        |§| 

JUN95 

md-To-Plca*?  N.MANCHESTER, 
INDIANA  46962