By the late 1960's, weak-order additive representations for infinite X with nice uniqueness properties were well understood (Fishburn 1970, Krantz et al. 1971), but two noticeable gaps existed for finite-X representations. The first concerned conditions that imply nice uniqueness structures comparable to those of some infinite-X representations. This was partly rectified by the late 1980's in a series of papers surveyed in Fishburn and Roberts (1989).
The second gap concerned Cancellation.
To focus this concern, we reformulate Cancellation from subsection 2.2
as a sequence of conditions based on the number J of
distinct pairs  
  involved in (5).
The condition for J is denoted by C(J).
C(J): For every sequence  
 
of distinct  members of  
  and
corresponding sequence  
  of positive
integers such that
 
 
it is false that  
  for  
  and
 
  for some j.
Condition C(1) is vacuous since its hypotheses require  
 , and
C(2) is tantamount to the first-order independence condition which says that
if  
  and if every  
 
appears in  
  and same number of times it
appears in  
 , then  
 .
An example for  
  that satisfies C(2)
is the linear order
 
 
but this violates C(3) because
 
 
In this example,
 
  and
 
 , and so forth.
The  
  in C(J) are used for repetitions of the same (x,y)
pair in the sequence  
 ,  
  of
Cancellation, which is clearly equivalent to the conjunction of  
 .
Our concern for Cancellation is the smallest J such that every weak-ordered
set  
  of a given size has an
additive representation if it satisfies C(2) through C(J).
We revert here to the product formulation of multiattribute preference,
which applies also to comparative probability when
 
  for all i and an event is characterized
by the vector  
  which has
 
  if state i is in the event and
 
  otherwise.
We define the size of X, or of  
 , as the n-tuple  
 
for
which  
  for each i.
To avoid trivial  
 , we assume along with  
  that
 
  for all i.
We then define
 
  as the smallest positive
integer  
  such that every weak order on X of size
 
  that violates
Cancellation does so for some C(J) with  
 .
In other words, if  
 , then:
(i) there is a weak order  
  on X of size
 
  that violates  
  but
satisfies C(J) for all
 
 ;
(ii)
every weak order on an X of size  
 
that satisfies C(J) for  
  also
satisfies C(K) for all  
  for which C(K) is defined for
that size and therefore has an additive representation as in (4).
In the comparative probability setting for weak orders, Kraft, Pratt and
Seidenberg (1959) proved that X has an additive
representation if  
 
and first-order independence holds,
so f(2,2) = f(2,2,2) = f(2,2,2,2) = 2.
They showed also that  
 
for all  
 .
In the multiattribute setting, Krantz et al. (1971, pp. 427-428) noted
that  
  for all
 
 .
Little else was known about f until recently.
We summarize here results in Fishburn (1996a, b, c)
and note topics for further research.
The first two papers focus on  
  for all i.
Let  
  denote  
  with n entries.
The first paper shows that  
  and  
 
for n = 6,7,8.
The latter result is extended to all  
  in
Fishburn (1996b) by explicit constructions based on a theorem
in the first paper that is designed to identify structures that
violate C(J) for relatively large J but satisfy all C(J')
for small J'.
Fishburn (1996a) also shows that for every  
  there are weak order cases
of comparative probability that violate C(4) but have
additive representations whenever one state is deleted, and that there are
failures of Cancellation that require  
  for some
i and j in any corresponding failure of a C(J).
In other words, (4) can have no solution when every
applicable C(J) holds under the
restriction that  
 .
Fishburn (1996c) considers  
  as well as  
 
and proves the following upper bound on f:
 
 
This is ineffective for the case of  
 , but shows
in conjunction with the lower bound of the preceding paragraph that
 
  for all  
 .
We also prove for n = 2 that  
  for all
even  
 , and  
 
for all odd  
 .
The upper bound for these cases is  
 .
Two areas for further research are my conjecture that
 
  for all  
 , and derivation of good
lower bounds on  
  for
general sizes.
It seems plausible that  
  is
very close to the upper bound  
  for most sizes, but
this awaits further study.