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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, a differential poset is a
partially ordered set 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 ...
(or ''poset'' for short) satisfying certain local properties. (The formal definition is given below.) This family of posets was introduced by as a generalization of
Young's lattice In mathematics, Young's lattice is a lattice that is formed by all integer partitions. It is named after Alfred Young, who, in a series of papers ''On quantitative substitutional analysis,'' developed the representation theory of the symmetric gr ...
(the poset of
integer partition In number theory and combinatorics, a partition of a positive integer , also called an integer partition, is a way of writing as a sum of positive integers. Two sums that differ only in the order of their summands are considered the same part ...
s ordered by inclusion), many of whose
combinatorial Combinatorics is an area of mathematics primarily concerned with counting, both as a means and an end in obtaining results, and certain properties of finite structures. It is closely related to many other areas of mathematics and has many app ...
properties are shared by all differential posets. In addition to Young's lattice, the other most significant example of a differential poset is the
Young–Fibonacci lattice In mathematics, the Young–Fibonacci graph and Young–Fibonacci lattice, named after Alfred Young and Leonardo Fibonacci, are two closely related structures involving sequences of the digits 1 and 2. Any digit sequence of this type can be assign ...
.


Definitions

A poset ''P'' is said to be a ''differential poset'', and in particular to be ''r''-''differential'' (where ''r'' is a positive
integer An integer is the number zero (), a positive natural number (, , , etc.) or a negative integer with a minus sign (−1, −2, −3, etc.). The negative numbers are the additive inverses of the corresponding positive numbers. In the language ...
), if it satisfies the following conditions: * ''P'' is graded and locally finite with a unique minimal element; * for every two distinct elements ''x'', ''y'' of ''P'', the number of elements covering both ''x'' and ''y'' is the same as the number of elements covered by both ''x'' and ''y''; and * for every element ''x'' of ''P'', the number of elements covering ''x'' is exactly ''r'' more than the number of elements covered by ''x''. These basic properties may be restated in various ways. For example, Stanley shows that the number of elements covering two distinct elements ''x'' and ''y'' of a differential poset is always either 0 or 1, so the second defining property could be altered accordingly. The defining properties may also be restated in the following
linear algebra Linear algebra is the branch of mathematics concerning linear equations such as: :a_1x_1+\cdots +a_nx_n=b, linear maps such as: :(x_1, \ldots, x_n) \mapsto a_1x_1+\cdots +a_nx_n, and their representations in vector spaces and through matrices. ...
ic setting: taking the elements of the poset ''P'' to be formal
basis Basis may refer to: Finance and accounting *Adjusted basis, the net cost of an asset after adjusting for various tax-related items *Basis point, 0.01%, often used in the context of interest rates *Basis trading, a trading strategy consisting of ...
vectors of an (infinite-dimensional)
vector space In mathematics and physics, a vector space (also called a linear space) is a set whose elements, often called ''vectors'', may be added together and multiplied ("scaled") by numbers called '' scalars''. Scalars are often real numbers, but can ...
, let ''D'' and ''U'' be the
operators Operator may refer to: Mathematics * A symbol indicating a mathematical operation * Logical operator or logical connective in mathematical logic * Operator (mathematics), mapping that acts on elements of a space to produce elements of another sp ...
defined so that ''D'' ''x'' is equal to the sum of the elements covered by ''x'', and ''U'' ''x'' is equal to the sum of the elements covering ''x''. (The operators ''D'' and ''U'' are called the ''down'' and ''up operator'', for obvious reasons.) Then the second and third conditions may be replaced by the statement that ''DU'' − ''UD'' = ''r'' ''I'' (where ''I'' is the identity). This latter reformulation makes a differential poset into a combinatorial realization of a
Weyl algebra In abstract algebra, the Weyl algebra is the ring of differential operators with polynomial coefficients (in one variable), namely expressions of the form : f_m(X) \partial_X^m + f_(X) \partial_X^ + \cdots + f_1(X) \partial_X + f_0(X). More prec ...
, and in particular explains the name ''differential'': the operators " ''d''/''dx''" and "multiplication by ''x''" on the vector space of
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 ...
s obey the same commutation relation as ''U'' and ''D''/''r''.


Examples

The canonical examples of differential posets are
Young's lattice In mathematics, Young's lattice is a lattice that is formed by all integer partitions. It is named after Alfred Young, who, in a series of papers ''On quantitative substitutional analysis,'' developed the representation theory of the symmetric gr ...
, the poset of
integer partition In number theory and combinatorics, a partition of a positive integer , also called an integer partition, is a way of writing as a sum of positive integers. Two sums that differ only in the order of their summands are considered the same part ...
s ordered by inclusion, and the
Young–Fibonacci lattice In mathematics, the Young–Fibonacci graph and Young–Fibonacci lattice, named after Alfred Young and Leonardo Fibonacci, are two closely related structures involving sequences of the digits 1 and 2. Any digit sequence of this type can be assign ...
. Stanley's initial paper established that Young's lattice is the only
distributive lattice In mathematics, a distributive lattice is a lattice in which the operations of join and meet distribute over each other. The prototypical examples of such structures are collections of sets for which the lattice operations can be given by set uni ...
, while showed that these are the only
lattice Lattice may refer to: Arts and design * Latticework, an ornamental criss-crossed framework, an arrangement of crossing laths or other thin strips of material * Lattice (music), an organized grid model of pitch ratios * Lattice (pastry), an ornam ...
s. There is a canonical construction (called "reflection") of a differential poset given a finite poset that obeys all of the defining axioms below its top rank. (The Young–Fibonacci lattice is the poset that arises by applying this construction beginning with a single point.) This can be used to show that there are infinitely many differential posets. includes a remark that " avidWagner described a very general method for constructing differential posets which make it unlikely that hey can be classified" This is made precise in , where it is shown that there are
uncountably In mathematics, an uncountable set (or uncountably infinite set) is an infinite set that contains too many elements to be countable. The uncountability of a set is closely related to its cardinal number: a set is uncountable if its cardinal num ...
many . On the other hand, explicit examples of differential posets are rare; gives a convoluted description of a differential poset other than the Young and Young–Fibonacci lattices. The Young-Fibonacci lattice has a natural ''r''-differential analogue for every positive integer ''r''. These posets are lattices, and can be constructed by a variation of the reflection construction. In addition, the product of an and poset is always an (''r'' + ''s'')-differential poset. This construction also preserves the lattice property. It is not known for any ''r'' > 1 whether there are any ''r''-differential lattices other than those that arise by taking products of the Young–Fibonacci lattices and Young's lattice.


Rank growth

In addition to the question of whether there are other differential lattices, there are several long-standing open problems relating to the rank growth of differential posets. It was
conjecture In mathematics, a conjecture is a conclusion or a proposition that is proffered on a tentative basis without proof. Some conjectures, such as the Riemann hypothesis (still a conjecture) or Fermat's Last Theorem (a conjecture until proven in 19 ...
d in that if ''P'' is a differential poset with vertices at rank ''n'', then : p(n) \le r_n \le F_n, where ''p''(''n'') is the number of integer partitions of ''n'' and is the ''n''th
Fibonacci number In mathematics, the Fibonacci numbers, commonly denoted , form a sequence, the Fibonacci sequence, in which each number is the sum of the two preceding ones. The sequence commonly starts from 0 and 1, although some authors start the sequence from ...
. In other words, the conjecture states that at every rank, every differential poset has a number of vertices lying between the numbers for Young's lattice and the Young-Fibonacci lattice. The upper bound was proved in , while the lower bound remains open. proved an
asymptotic In analytic geometry, an asymptote () of a curve is a line such that the distance between the curve and the line approaches zero as one or both of the ''x'' or ''y'' coordinates tends to infinity. In projective geometry and related contexts, ...
version of the lower bound, showing that : r_n \gg n^a \exp(2\sqrt) for every differential poset and some constant ''a''. By comparison, the partition function has asymptotics : p(n) \sim \frac \exp\left(\right). All known bounds on rank sizes of differential posets are quickly growing functions. In the original paper of Stanley, it was shown (using
eigenvalue In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denoted b ...
s of the operator ''DU'') that the rank sizes are weakly increasing. However, it took 25 years before showed that the rank sizes of an poset strictly increase (except trivially between ranks 0 and 1 when ''r'' = 1).


Properties

Every differential poset ''P'' shares a large number of combinatorial properties. A few of these include: * The number of paths of length 2''n'' in the Hasse diagram of ''P'' beginning and ending at the minimal element is , where is the
double factorial In mathematics, the double factorial or semifactorial of a number , denoted by , is the product of all the integers from 1 up to that have the same parity (odd or even) as . That is, :n!! = \prod_^ (n-2k) = n (n-2) (n-4) \cdots. For even , the ...
function. In an poset, the number of such paths is . * The number of paths of length 2''n'' in the Hasse diagram of ''P'' beginning with the minimal element such that the first ''n'' steps are covering relations from a smaller to a larger element of ''P'' while the last ''n'' steps are covering relations from a larger to a smaller element of ''P'' is . In an poset, the number is . * The number of upward paths of length ''n'' in the Hasse diagram of ''P'' beginning with the minimal element is equal to the number of involutions in the
symmetric group In abstract algebra, the symmetric group defined over any set is the group whose elements are all the bijections from the set to itself, and whose group operation is the composition of functions. In particular, the finite symmetric group \m ...
on ''n'' letters. In an poset, the sequence of these numbers has
exponential generating function In mathematics, a generating function is a way of encoding an infinite sequence of numbers () by treating them as the coefficients of a formal power series. This series is called the generating function of the sequence. Unlike an ordinary ser ...
.Richard Stanley, ''Enumerative Combinatorics, Volume 1'' (second edition). Cambridge University Press, 2011.

version of 15 July 2011. Theorem 3.21.10, page 386.


Generalizations

In a differential poset, the same set of edges is used to compute the up and down operators ''U'' and ''D''. If one permits different sets of up edges and down edges (sharing the same vertex sets, and satisfying the same relation), the resulting concept is the ''dual graded graph'', initially defined by . One recovers differential posets as the case that the two sets of edges coincide. Much of the interest in differential posets is inspired by their connections to
representation theory Representation theory is a branch of mathematics that studies abstract algebraic structures by ''representing'' their elements as linear transformations of vector spaces, and studies modules over these abstract algebraic structures. In essen ...
. The elements of Young's lattice are integer partitions, which encode the representations of the symmetric groups, and are connected to the
ring of symmetric functions In algebra and in particular in algebraic combinatorics, the ring of symmetric functions is a specific limit of the rings of symmetric polynomials in ''n'' indeterminates, as ''n'' goes to infinity. This ring serves as universal structure in which ...
; defined
algebras In mathematics, an algebra over a field (often simply called an algebra) is a vector space equipped with a bilinear product. Thus, an algebra is an algebraic structure consisting of a set together with operations of multiplication and addition a ...
whose representation is encoded instead by the Young–Fibonacci lattice, and allow for analogous constructions such as a Fibonacci version of symmetric functions. It is not known whether similar algebras exist for every differential poset. In another direction, defined dual graded graphs corresponding to any
Kac–Moody algebra In mathematics, a Kac–Moody algebra (named for Victor Kac and Robert Moody, who independently and simultaneously discovered them in 1968) is a Lie algebra, usually infinite-dimensional, that can be defined by generators and relations through a ge ...
. Other variations are possible; defined versions in which the number ''r'' in the definition varies from rank to rank, while defined a signed analogue of differential posets in which cover relations may be assigned a "weight" of −1.


References

* ( UMN Ph.D. Thesis) * * * * (
Harvard College Harvard College is the undergraduate college of Harvard University, an Ivy League research university in Cambridge, Massachusetts. Founded in 1636, Harvard College is the original school of Harvard University, the oldest institution of higher lea ...
undergraduate thesis) *
arXiv:1202.3006 [math.CO]
* * * * {{citation , last1 = Stanley , first1 = Richard P. , author1-link = Richard P. Stanley , last2 = Zanello , first2 = Fabrizio , title = On the Rank Function of a Differential Poset , journal = Electronic Journal of Combinatorics , volume = 19 , issue = 2 , year = 2012 , pages = P13 , doi = 10.37236/2258 , s2cid = 7405057 , url = http://www.combinatorics.org/ojs/index.php/eljc/article/view/v19i2p13, doi-access = free Representation theory Algebraic combinatorics