A preference relation on a set X is nontransitive if
there are
for which
and
not
, and is cyclic if there are
with
such that
for all
i < m and
.
The representations described thus far assume that
is transitive, or at least acyclic.
I believe that this reflects a strong attraction of decision theorists
and perhaps others to transitivity as an intuitively obvious basis for
rational thought and action, an apparently natural desire for order in
practical affairs, and the supposed efficiency of
optimization based on maximization.
Although I find some merit in these contentions, I argue elsewhere
(Fishburn 1991a) against transitivity as an undeniable tenet
of rational preferences because I believe that reasonable people sometimes hold
nontransitive or cyclic preference patterns that account for their true feelings.
My purpose here is not to recount the arguments for or against transitivity set forth in Fishburn (1991a). Instead, I will illustrate a few situations that might give rise to cyclic patterns and then describe four representations that can account for cyclic preferences by straightforward and elegant generalizations of representations that presume transitivity.
The genesis of cyclic patterns in decision theory may be
Condorcet's (1785) phenomenon of cyclic majority.
The simplest example uses candidates x,y and z and three voters with
preference orders ,
and
.
Then, with
the strict simple majority relation,
.
Arrow's (1950) famous extension shows that every reasonable rule for
aggregating voters' preference orders that makes binary social
comparisons without regard to other candidates' positions in voters'
orders, and which allows a variety of voter preference profiles, must
have profiles for which the social comparison relation is nontransitive.
Subsequent contributions on this theme are
reviewed in Fishburn (1987).
Multiattribute comparisons provide a source of cyclic preferences for an
individual.
May (1954) asked 62 college students to make binary comparisons between
hypothetical marriage partners
x,y and z characterized by three attributes,
intelligence, looks and wealth:
x: very intelligence, plain, well off |
y: intelligent, very good looking, poor |
z: fairly intelligent, good looking, rich. |
Let (a,p) denote the lottery that pays $a with probability p and nothing otherwise. Tversky (1969) observed that a significant number of people have the cyclic pattern
In a four-state example with subjective probability of 1/4 for each state, consider four acts with monetary prizes:
states | |||||
1 | 2 | 3 | 4 | ||
![]() | $10000 | $9000 | $8000 | $7000 | |
acts | ![]() | $9000 | $8000 | $7000 | $10000 |
![]() | $8000 | $7000 | $10000 | $9000 | |
![]() | $7000 | $10000 | $9000 | $8000 |
We now describe four representations that accommodate cyclic preferences. The first two apply to multiattribute situations, the third to lottery comparisons in decision under risk, and the fourth to act comparisons in decision under uncertainty.
Let and
denote items described by n attributes.
Assume that the attribute levels within a given attribute
are unambiguously ordered by a weak order
.
The additive difference representation is
where preserves
as in (1) and
is a
strictly increasing functional on its domain with
.
Many possibilities for the
allow
and
by way of positive sums on the
right side of (15) for the three
comparisons.
Discussions and axioms for (15) and related representations are in
Tversky (1969), Croon (1984), Chapter 17 in Suppes et al. (1989), and
Fishburn (1992a).
An alternative to (15) is the nontransitive additive utility representation
in which is a real-valued function on ordered pairs of
levels of attribute i with
and
.
Axioms for (16) are in Vind (1991) and
Fishburn (1990, 1991b).
The latter axiomatizations imply that each
is skew symmetric, i.e.,
and all three imply that the are unique up to proportionality
transformations with a common scale multiplier.
Skew symmetry is also used in our other two representations.
The representation for lotteries x and y on a set C of
consequences is ,
where
is a real-valued, skew-symmetric and bilinear function on
ordered pairs of lotteries.
Bilinearity means that
and
.
We refer to the representation as the SSB representation,
short for skew-symmetric and bilinear.
When all individual consequences are in X and it is convex,
we have the bilinear expected utility expression
The SSB representation was first described in Kreweras (1961) and is axiomatized in
Fishburn (1988), with unique up to a proportionality transformation.
A constant-threshold SSB representation that has
is axiomatized in Fishburn and Nakamura (1991).
Our final representation applies to a Savage act set
for
decision under uncertainty.
The representation is
where is a skew-symmetric functional on
and
is a finitely additive probability measure on
, with
unique
and
unique up to a proportionality transformation.
When
decomposes as
, (17) reduces to
Savage's subjective expected utility representation.
Axioms that imply (17) for all acts that use only
finite numbers of consequences are in Chapter 9 in Fishburn (1988).
They are like Savage's axioms in most respects with weak order
replaced by an asymmetry condition.
Extension to all acts is also discussed in Chapter 9.
Other representations that are closely related to (17) appear
in Loomes and Sugden (1987), Fishburn and LaValle (1987) and
Fishburn (1988).
Although cyclic preference patterns have been studied in depth for aggregate relations in voting and social choice theory, they have received very little attention in individual decision theory. Unlike most decision theorists, I think the aversion to cyclic preferences for individuals is unjustified, and I hope that more will be done on the subject in the years ahead.