Order Polynomial
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The order polynomial is a
polynomial In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An exa ...
studied in mathematics, in particular in
algebraic graph theory Algebraic graph theory is a branch of mathematics in which algebraic methods are applied to problems about graphs. This is in contrast to geometric, combinatoric, or algorithmic approaches. There are three main branches of algebraic graph t ...
and
algebraic combinatorics Algebraic combinatorics is an area of mathematics that employs methods of abstract algebra, notably group theory and representation theory, in various combinatorial contexts and, conversely, applies combinatorial techniques to problems in algeb ...
. The order polynomial counts the number of
order-preserving map In mathematics, a monotonic function (or monotone function) is a function between ordered sets that preserves or reverses the given order. This concept first arose in calculus, and was later generalized to the more abstract setting of orde ...
s from a
poset In mathematics, especially order theory, a partially ordered set (also poset) formalizes and generalizes the intuitive concept of an ordering, sequencing, or arrangement of the elements of a Set (mathematics), set. A poset consists of a set toget ...
to a
chain A chain is a serial assembly of connected pieces, called links, typically made of metal, with an overall character similar to that of a rope in that it is flexible and curved in compression but linear, rigid, and load-bearing in tension. A c ...
of length n. These order-preserving maps were first introduced by
Richard P. Stanley Richard Peter Stanley (born June 23, 1944) is an Emeritus Professor of Mathematics at the Massachusetts Institute of Technology, in Cambridge, Massachusetts. From 2000 to 2010, he was the Norman Levinson Professor of Applied Mathematics. He r ...
while studying ordered structures and partitions as a Ph.D. student at
Harvard University Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of higher le ...
in 1971 under the guidance of
Gian-Carlo Rota Gian-Carlo Rota (April 27, 1932 – April 18, 1999) was an Italian-American mathematician and philosopher. He spent most of his career at the Massachusetts Institute of Technology, where he worked in combinatorics, functional analysis, pro ...
.


Definition

Let P be a
finite Finite is the opposite of infinite. It may refer to: * Finite number (disambiguation) * Finite set, a set whose cardinality (number of elements) is some natural number * Finite verb, a verb form that has a subject, usually being inflected or marked ...
poset In mathematics, especially order theory, a partially ordered set (also poset) formalizes and generalizes the intuitive concept of an ordering, sequencing, or arrangement of the elements of a Set (mathematics), set. A poset consists of a set toget ...
with p elements denoted x,y \in P, and let \ be a
chain A chain is a serial assembly of connected pieces, called links, typically made of metal, with an overall character similar to that of a rope in that it is flexible and curved in compression but linear, rigid, and load-bearing in tension. A c ...
n elements. A map \phi: P \to is order-preserving if x \leq y implies \phi(x) \leq \phi(y). The number of such maps grows polynomially with n, and the function that counts their number is the ''order polynomial'' \Omega(n)=\Omega(P,n). Similarly, we can define an order polynomial that counts the number of strictly order-preserving maps \phi: P \to /math>, meaning x < y implies \phi(x) < \phi(y). The number of such maps is the ''strict order polynomial'' \Omega^\! (n)=\Omega^\! (P,n). Both \Omega(n) and \Omega^\circ\!(n) have degree p. The order-preserving maps generalize the
linear extensions Linearity is the property of a mathematical relationship (''function'') that can be graphically represented as a straight line. Linearity is closely related to '' proportionality''. Examples in physics include rectilinear motion, the linear r ...
of P, the order-preserving bijections \phi:P\stackrel /math>. In fact, the leading coefficient of \Omega(n) and \Omega^\circ\!(n) is the number of linear extensions divided by p!.


Examples

Letting P be a
chain A chain is a serial assembly of connected pieces, called links, typically made of metal, with an overall character similar to that of a rope in that it is flexible and curved in compression but linear, rigid, and load-bearing in tension. A c ...
of p elements, we have
\Omega(n) = \binom = \left(\!\left(\right)\!\right) and \Omega^\circ(n) = \binom.
There is only one linear extension (the identity mapping), and both polynomials have leading term \tfrac 1n^p. Letting P be an
antichain In mathematics, in the area of order theory, an antichain is a subset of a partially ordered set such that any two distinct elements in the subset are incomparable. The size of the largest antichain in a partially ordered set is known as its wid ...
of p incomparable elements, we have \Omega(n) =\Omega^\circ(n) = n^p . Since any bijection \phi:P\stackrel /math> is (strictly) order-preserving, there are p! linear extensions, and both polynomials reduce to the leading term \tfrac n^p = n^p.


Reciprocity theorem

There is a relation between strictly order-preserving maps and order-preserving maps: :\Omega^\circ(n) = (-1)^\Omega(-n). In the case that P is a chain, this recovers the negative binomial identity. There are similar results for the
chromatic polynomial The chromatic polynomial is a graph polynomial studied in algebraic graph theory, a branch of mathematics. It counts the number of graph colorings as a function of the number of colors and was originally defined by George David Birkhoff to study ...
and
Ehrhart polynomial In mathematics, an integral polytope has an associated Ehrhart polynomial that encodes the relationship between the volume of a polytope and the number of integer points the polytope contains. The theory of Ehrhart polynomials can be seen as a highe ...
(see below), all special cases of Stanley's general Reciprocity Theorem.


Connections with other counting polynomials


Chromatic polynomial

The
chromatic polynomial The chromatic polynomial is a graph polynomial studied in algebraic graph theory, a branch of mathematics. It counts the number of graph colorings as a function of the number of colors and was originally defined by George David Birkhoff to study ...
P(G,n)counts the number of proper
colorings Food coloring, or color additive, is any dye, pigment, or substance that imparts color when it is added to food or drink. They come in many forms consisting of liquids, powders, gels, and pastes. Food coloring is used in both commercial food ...
of a finite
graph Graph may refer to: Mathematics *Graph (discrete mathematics), a structure made of vertices and edges **Graph theory, the study of such graphs and their properties *Graph (topology), a topological space resembling a graph in the sense of discre ...
G with n available colors. For an
acyclic orientation In graph theory, an acyclic orientation of an undirected graph is an assignment of a direction to each edge (an orientation) that does not form any directed cycle and therefore makes it into a directed acyclic graph. Every graph has an acyclic orie ...
\sigma of the edges of G, there is a natural "downstream" partial order on the vertices V(G) implied by the basic relations u > v whenever u \rightarrow v is a directed edge of \sigma. (Thus, the
Hasse diagram In order theory, a Hasse diagram (; ) is a type of mathematical diagram used to represent a finite partially ordered set, in the form of a drawing of its transitive reduction. Concretely, for a partially ordered set ''(S, ≤)'' one represents ea ...
of the poset is a subgraph of the oriented graph \sigma.) We say \phi: V(G) \rightarrow is compatible with \sigma if \phi is order-preserving. Then we have : P(G,n) \ =\ \sum_ \Omega^\circ\!(\sigma,n), where \sigma runs over all acyclic orientations of ''G,'' considered as poset structures.


Order polytope and Ehrhart polynomial

The
order polytope In mathematics, the order polytope of a finite partially ordered set is a convex polytope defined from the set. The points of the order polytope are the monotonic functions from the given set to the unit interval, its vertices correspond to the uppe ...
associates a
polytope In elementary geometry, a polytope is a geometric object with flat sides (''faces''). Polytopes are the generalization of three-dimensional polyhedra to any number of dimensions. Polytopes may exist in any general number of dimensions as an -d ...
with a partial order. For a poset P with p elements, the order polytope O(P) is the set of order-preserving maps f:P\to ,1/math>, where ,1= \ is the ordered unit interval, a continuous chain poset. More geometrically, we may list the elements P=\, and identify any mapping f:P\to\mathbb R with the point (f(x_1),\ldots,f(x_p))\in \mathbb^; then the order polytope is the set of points (t_1,\ldots,t_p)\in ,1p with t_i \leq t_j if x_i \leq x_j. The
Ehrhart polynomial In mathematics, an integral polytope has an associated Ehrhart polynomial that encodes the relationship between the volume of a polytope and the number of integer points the polytope contains. The theory of Ehrhart polynomials can be seen as a highe ...
counts the number of
integer lattice In mathematics, the -dimensional integer lattice (or cubic lattice), denoted , is the lattice in the Euclidean space whose lattice points are -tuples of integers. The two-dimensional integer lattice is also called the square lattice, or grid l ...
points inside the dilations of a
polytope In elementary geometry, a polytope is a geometric object with flat sides (''faces''). Polytopes are the generalization of three-dimensional polyhedra to any number of dimensions. Polytopes may exist in any general number of dimensions as an -d ...
. Specifically, consider the lattice L=\mathbb^n and a d-dimensional polytope K\subset\mathbb^d with vertices in L; then we define :L(K,n) = \#(nK \cap L), the number of lattice points in nK, the dilation of K by a positive integer scalar n. Ehrhart showed that this is a rational polynomial of degree d in the variable n, provided K has vertices in the lattice. In fact, the Ehrhart polynomial of an order polytope is equal to the order polynomial of the original poset (with a shifted argument):
L(O(P),n)\ =\ \Omega(P,n1).
This is an immediate consequence of the definitions, considering the embedding of the (n1)-chain poset 1\\subset \mathbb .


References

{{reflist Order theory Polynomials Polytopes