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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 ...
, especially
order theory Order theory is a branch of mathematics that investigates the intuitive notion of order using binary relations. It provides a formal framework for describing statements such as "this is less than that" or "this precedes that". This article intr ...
, the interval order for a collection of intervals on the real line is the
partial order In mathematics, especially order theory, a partial order on a set is an arrangement such that, for certain pairs of elements, one precedes the other. The word ''partial'' is used to indicate that not every pair of elements needs to be comparable ...
corresponding to their left-to-right precedence relation—one interval, ''I''1, being considered less than another, ''I''2, if ''I''1 is completely to the left of ''I''2. More formally, a
countable In mathematics, a Set (mathematics), set is countable if either it is finite set, finite or it can be made in one to one correspondence with the set of natural numbers. Equivalently, a set is ''countable'' if there exists an injective function fro ...
poset In mathematics, especially order theory, a partial order on a Set (mathematics), set is an arrangement such that, for certain pairs of elements, one precedes the other. The word ''partial'' is used to indicate that not every pair of elements need ...
P = (X, \leq) is an interval order if and only if there exists a
bijection In mathematics, a bijection, bijective function, or one-to-one correspondence is a function between two sets such that each element of the second set (the codomain) is the image of exactly one element of the first set (the domain). Equival ...
from X to a set of real intervals, so x_i \mapsto (\ell_i, r_i) , such that for any x_i, x_j \in X we have x_i < x_j in P exactly when r_i < \ell_j . Such posets may be equivalently characterized as those with no induced subposet
isomorphic In mathematics, an isomorphism is a structure-preserving mapping or morphism between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between the ...
to the pair of two-element chains, in other words as the (2+2)-free posets . Fully written out, this means that for any two pairs of elements a > b and c > d one must have a > d or c > b. The subclass of interval orders obtained by restricting the intervals to those of unit length, so they all have the form (\ell_i, \ell_i + 1), is precisely the
semiorder In order theory, a branch of mathematics, a semiorder is a type of ordering for items with numerical scores, where items with widely differing scores are compared by their scores and where scores within a given margin of error are deemed incompar ...
s. The complement of the
comparability graph In graph theory and order theory, a comparability graph is an undirected graph that connects pairs of elements that are comparable to each other in a partial order. Comparability graphs have also been called transitively orientable graphs, partial ...
of an interval order (X, ≤) is the interval graph (X, \cap). Interval orders should not be confused with the interval-containment orders, which are the
inclusion order In the mathematical field of order theory, an inclusion order is the partial order that arises as the subset-inclusion relation on some collection of objects. In a simple way, every poset ''P'' = (''X'',≤) is (isomorphic to) an inclusion orde ...
s on intervals on the real line (equivalently, the orders of
dimension In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
≤ 2). Interval orders' practical applications include modelling evolution of species and archeological histories of pottery styles.


Interval orders and dimension

An important parameter of partial orders is order dimension: the dimension of a partial order P is the least number of
linear order In mathematics, a total order or linear order is a partial order in which any two elements are comparable. That is, a total order is a binary relation \leq on some set X, which satisfies the following for all a, b and c in X: # a \leq a ( ref ...
s whose intersection is P. For interval orders, dimension can be arbitrarily large. And while the problem of determining the dimension of general partial orders is known to be
NP-hard In computational complexity theory, a computational problem ''H'' is called NP-hard if, for every problem ''L'' which can be solved in non-deterministic polynomial-time, there is a polynomial-time reduction from ''L'' to ''H''. That is, assumi ...
, determining the dimension of an interval order remains a problem of unknown
computational complexity In computer science, the computational complexity or simply complexity of an algorithm is the amount of resources required to run it. Particular focus is given to computation time (generally measured by the number of needed elementary operations ...
. A related parameter is interval dimension, which is defined analogously, but in terms of interval orders instead of linear orders. Thus, the interval dimension of a partially ordered set P = (X, \leq) is the least
integer An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
k for which there exist interval orders \preceq_1, \ldots, \preceq_k on X with x \leq y exactly when x \preceq_1 y, \ldots, and x \preceq_k y. The interval dimension of an order is never greater than its order dimension.


Combinatorics

In addition to being isomorphic to (2+2)-free posets, unlabeled interval orders on /math> are also in bijection with a subset of fixed-point-free involutions on ordered sets with
cardinality The thumb is the first digit of the hand, next to the index finger. When a person is standing in the medical anatomical position (where the palm is facing to the front), the thumb is the outermost digit. The Medical Latin English noun for thum ...
2n . These are the involutions with no so-called left- or right-neighbor nestings where, for any involution f on n/math>, a left nesting is an i \in n/math> such that i < i+1 < f(i+1) < f(i) and a right nesting is an i \in n/math> such that f(i) < f(i+1) < i < i+1 . Such involutions, according to semi-length, have ordinary generating function : F(t) = \sum_ \prod_^n (1-(1-t)^i). The coefficient of t^n in the expansion of F(t) gives the number of unlabeled interval orders of size n. The sequence of these numbers begins :1, 2, 5, 15, 53, 217, 1014, 5335, 31240, 201608, 1422074, 10886503, 89903100, 796713190, 7541889195, 75955177642, …


Notes


References

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Further reading

*{{citation , last = Fishburn , first = Peter , author-link = Peter C. Fishburn , title = Interval Orders and Interval Graphs: A Study of Partially Ordered Sets , publisher = John Wiley , year = 1985 Order theory Combinatorics