In
mathematics
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, intransitivity (sometimes called nontransitivity) is a property of
binary relation
In mathematics, a binary relation associates some elements of one Set (mathematics), set called the ''domain'' with some elements of another set called the ''codomain''. Precisely, a binary relation over sets X and Y is a set of ordered pairs ...
s that are not
transitive relation
In mathematics, a binary relation on a set (mathematics), set is transitive if, for all elements , , in , whenever relates to and to , then also relates to .
Every partial order and every equivalence relation is transitive. For example ...
s. That is, we can find three values
,
, and
where the transitive condition does not hold.
Antitransitivity is a
stronger property which describes a relation where, for any three values, the transitivity condition never holds.
Some authors use the term to refer to antitransitivity.
Intransitivity
A relation is transitive if, whenever it relates some A to some B, and that B to some C, it also relates that A to that C. A relation is if it is not transitive. Assuming the relation is named
, it is intransitive if:
This statement is equivalent to
For example, the inequality relation,
, is intransitive. This can be demonstrated by replacing
with
and choosing
,
, and
. We have
and
and it is not true that
.
Notice that, for a relation to be intransitive, the transitivity condition just has to be not true at some
,
, and
. It can still hold for others. For example, it holds when
,
, and
, then
and
and it is true that
.
For a more complicated example of intransitivity, consider the relation ''R'' on the integers such that ''a R b'' if and only if ''a'' is a multiple of ''b'' or a divisor of ''b''. This relation is intransitive since, for example, 2 ''R'' 6 (2 is a divisor of 6) and 6 ''R'' 3 (6 is a multiple of 3), but 2 is neither a multiple nor a divisor of 3. This does not imply that the relation is (see below); for example, 2 ''R'' 6, 6 ''R'' 12, and 2 ''R'' 12 as well.
An example in biology comes from the
food chain
A food chain is a linear network of links in a food web, often starting with an autotroph (such as grass or algae), also called a producer, and typically ending at an apex predator (such as grizzly bears or killer whales), detritivore (such as ...
. Wolves feed on deer, and deer feed on grass, but wolves do not feed on grass. Thus, the relation among life forms is intransitive, in this sense.
Antitransitivity
Antitransitivity for a relation says that the transitive condition does not hold for any three values.
In the example above, the relation is not transitive, but it still contains some transitivity: for instance, humans feed on rabbits, rabbits feed on carrots, and humans also feed on carrots.
A relation is if this never occurs at all. The formal definition is:
For example, the relation ''R'' on the integers, such that ''a R b'' if and only if ''a + b'' is odd, is intransitive. If ''a R b'' and ''b R c'', then either ''a'' and ''c'' are both odd and ''b'' is even, or vice-versa. In either case, ''a + c'' is even.
A second example of an antitransitive relation: the ''defeated'' relation in
knockout tournaments. If player A defeated player B and player B defeated player C, A can have never played C, and therefore, A has not defeated C.
By
transposition, each of the following formulas is equivalent to antitransitivity of ''R'':
Properties
* An antitransitive relation is always
irreflexive
In mathematics, a binary relation R on a set X is reflexive if it relates every element of X to itself.
An example of a reflexive relation is the relation " is equal to" on the set of real numbers, since every real number is equal to itself. A ...
.
* An antitransitive relation on a set of ≥4 elements is never
connex. On a 3-element set, the depicted cycle has both properties.
* An irreflexive and
left- (or
right-) unique relation is always anti-transitive. An example of the former is the ''mother'' relation. If ''A'' is the mother of ''B'', and ''B'' the mother of ''C'', then ''A'' cannot be the mother of ''C''.
* If a relation ''R'' is antitransitive, so is each subset of ''R''.
Cycles

The term is often used when speaking of scenarios in which a relation describes the relative preferences between pairs of options, and weighing several options produces a "loop" of preference:
* A is preferred to B
* B is preferred to C
* C is preferred to A
Rock, paper, scissors
Rock, Paper, Scissors (also known by #Names, several other names and word orders) is an Intransitive game, intransitive hand game, usually played between two people, in which each player simultaneously forms one of three shapes with an outstret ...
;
intransitive dice
A set of dice is intransitive (or nontransitive) if it contains X>2 dice, ''X1'', ''X2'', and ''X3''... with the property that ''X1'' rolls higher than ''X2'' more than half the time, and ''X2'' rolls higher than ''X3'' etc... more than half the ...
; and
Penney's game are examples. Real combative relations of competing species, strategies of individual animals, and fights of remote-controlled vehicles in BattleBots shows ("robot Darwinism")
Atherton, K. D. (2013). A brief history of the demise of battle bots.
/ref> can be cyclic as well.
Assuming no option is preferred to itself i.e. the relation is irreflexive
In mathematics, a binary relation R on a set X is reflexive if it relates every element of X to itself.
An example of a reflexive relation is the relation " is equal to" on the set of real numbers, since every real number is equal to itself. A ...
, a preference relation with a loop is not transitive. For if it is, each option in the loop is preferred to each option, including itself. This can be illustrated for this example of a loop among A, B, and C. Assume the relation is transitive. Then, since A is preferred to B and B is preferred to C, also A is preferred to C. But then, since C is preferred to A, also A is preferred to A.
Therefore such a preference loop (or ) is known as an .
Notice that a cycle is neither necessary nor sufficient for a binary relation to be not transitive. For example, an equivalence relation
In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric, and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation. A simpler example is equ ...
possesses cycles but is transitive. Now, consider the relation "is an enemy of" and suppose that the relation is symmetric and satisfies the condition that for any country, any enemy of an enemy of the country is not itself an enemy of the country. This is an example of an antitransitive relation that does not have any cycles. In particular, by virtue of being antitransitive the relation is not transitive.
The game of rock, paper, scissors
Rock, Paper, Scissors (also known by #Names, several other names and word orders) is an Intransitive game, intransitive hand game, usually played between two people, in which each player simultaneously forms one of three shapes with an outstret ...
is an example. The relation over rock, paper, and scissors is "defeats", and the standard rules of the game are such that rock defeats scissors, scissors defeats paper, and paper defeats rock. Furthermore, it is also true that scissors does not defeat rock, paper does not defeat scissors, and rock does not defeat paper. Finally, it is also true that no option defeats itself. This information can be depicted in a table:
The first argument of the relation is a row and the second one is a column. Ones indicate the relation holds, zero indicates that it does not hold. Now, notice that the following statement is true for any pair of elements x and y drawn (with replacement) from the set : If x defeats y, and y defeats z, then x does not defeat z. Hence the relation is antitransitive.
Thus, a cycle is neither necessary nor sufficient for a binary relation to be antitransitive.
Occurrences in preferences
* Intransitivity can occur under majority rule
In social choice theory, the majority rule (MR) is a social choice rule which says that, when comparing two options (such as bills or candidates), the option preferred by more than half of the voters (a ''majority'') should win.
In political ...
, in probabilistic outcomes of game theory
Game theory is the study of mathematical models of strategic interactions. It has applications in many fields of social science, and is used extensively in economics, logic, systems science and computer science. Initially, game theory addressed ...
, and in the Condorcet voting method in which ranking several candidates can produce a loop of preference when the weights are compared (see voting paradox
In social choice theory, Condorcet's voting paradox is a fundamental discovery by the Marquis de Condorcet that majority rule is inherently contradiction, self-contradictory. The result implies that it is logically impossible for any voting syst ...
).
* Intransitive dice
A set of dice is intransitive (or nontransitive) if it contains X>2 dice, ''X1'', ''X2'', and ''X3''... with the property that ''X1'' rolls higher than ''X2'' more than half the time, and ''X2'' rolls higher than ''X3'' etc... more than half the ...
demonstrate that the relation " ''X'' rolls a higher number than die ''Y'' more than half the time" need not be transitive.
* In psychology
Psychology is the scientific study of mind and behavior. Its subject matter includes the behavior of humans and nonhumans, both consciousness, conscious and Unconscious mind, unconscious phenomena, and mental processes such as thoughts, feel ...
, intransitivity often occurs in a person's system of values (or preference
In psychology, economics and philosophy, preference is a technical term usually used in relation to choosing between alternatives. For example, someone prefers A over B if they would rather choose A than B. Preferences are central to decision the ...
s, or tastes), potentially leading to unresolvable conflicts.
* Analogously, in economics
Economics () is a behavioral science that studies the Production (economics), production, distribution (economics), distribution, and Consumption (economics), consumption of goods and services.
Economics focuses on the behaviour and interac ...
intransitivity can occur in a consumer's preferences
In psychology, economics and philosophy, preference is a technical term usually used in relation to choosing between alternatives. For example, someone prefers A over B if they would rather choose A than B. Preferences are central to decision the ...
. This may lead to consumer behaviour
Consumer behaviour is the study of individuals, groups, or organisations and all activities associated with the Purchasing, purchase, Utility, use and disposal of goods and services. It encompasses how the consumer's emotions, Attitude (psy ...
that does not conform to perfect economic rationality. Economists and philosophers have questioned whether violations of transitivity must necessarily lead to 'irrational behaviour' (see Anand (1993)).
Likelihood
It has been suggested that Condorcet voting tends to eliminate "intransitive loops" when large numbers of voters participate because the overall assessment criteria for voters balances out. For instance, voters may prefer candidates on several different units of measure such as by order of social consciousness or by order of most fiscally conservative.
In such cases intransitivity reduces to a broader equation of numbers of people and the weights of their units of measure in assessing candidates.
Such as:
* 30% favor 60/40 weighting between social consciousness and fiscal conservatism
* 50% favor 50/50 weighting between social consciousness and fiscal conservatism
* 20% favor a 40/60 weighting between social consciousness and fiscal conservatism
While each voter may not assess the units of measure identically, the trend then becomes a single vector
Vector most often refers to:
* Euclidean vector, a quantity with a magnitude and a direction
* Disease vector, an agent that carries and transmits an infectious pathogen into another living organism
Vector may also refer to:
Mathematics a ...
on which the consensus agrees is a preferred balance of candidate criteria.
References
Further reading
* .
Bar-Hillel, M., & Margalit, A. (1988). How vicious are cycles of intransitive choice? ''Theory and Decision, 24''(2), 119-145.
*
* {{cite journal, doi = 10.3390/e17064364, title = Intransitivity in Theory and in the Real World, journal = Entropy, volume = 17, issue = 12, pages = 4364–4412, year = 2015, last1 = Klimenko, first1 = Alexander, bibcode = 2015Entrp..17.4364K, arxiv = 1507.03169, doi-access = free
Properties of binary relations