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.