Stirling Polynomial
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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 ...
, the Stirling polynomials are a family 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 that generalize important sequences of numbers appearing in
combinatorics 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 appl ...
and
analysis Analysis ( : analyses) is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle (38 ...
, which are closely related to the
Stirling number In mathematics, Stirling numbers arise in a variety of analytic and combinatorial problems. They are named after James Stirling, who introduced them in a purely algebraic setting in his book ''Methodus differentialis'' (1730). They were rediscov ...
s, the
Bernoulli number In mathematics, the Bernoulli numbers are a sequence of rational numbers which occur frequently in analysis. The Bernoulli numbers appear in (and can be defined by) the Taylor series expansions of the tangent and hyperbolic tangent functions, ...
s, and the generalized
Bernoulli polynomial In mathematics, the Bernoulli polynomials, named after Jacob Bernoulli, combine the Bernoulli numbers and binomial coefficients. They are used for series expansion of functions, and with the Euler–MacLaurin formula. These polynomials occur ...
s. There are multiple variants of the ''Stirling polynomial'' sequence considered below most notably including the
Sheffer sequence In mathematics, a Sheffer sequence or poweroid is a polynomial sequence, i.e., a sequence of polynomials in which the index of each polynomial equals its degree, satisfying conditions related to the umbral calculus in combinatorics. They are ...
form of the sequence, S_k(x), defined characteristically through the special form of its exponential generating function, and the ''Stirling (convolution) polynomials'', \sigma_n(x), which also satisfy a characteristic ''ordinary'' generating function and that are of use in generalizing the
Stirling numbers In mathematics, Stirling numbers arise in a variety of analytic and combinatorial problems. They are named after James Stirling, who introduced them in a purely algebraic setting in his book ''Methodus differentialis'' (1730). They were rediscove ...
(of both kinds) to arbitrary
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
-valued inputs. We consider the "''convolution polynomial''" variant of this sequence and its properties second in the last subsection of the article. Still other variants of the Stirling polynomials are studied in the supplementary links to the articles given in the references.


Definition and examples

For nonnegative
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 ...
s ''k'', the Stirling polynomials, ''S''''k''(''x''), are a
Sheffer sequence In mathematics, a Sheffer sequence or poweroid is a polynomial sequence, i.e., a sequence of polynomials in which the index of each polynomial equals its degree, satisfying conditions related to the umbral calculus in combinatorics. They are ...
for (g(t), \bar(t)) := \left(e^, \log\left(\frac\right)\right) defined by the exponential generating function ::\left( \right) ^= \sum_^\infty S_k(x). The Stirling polynomials are a special case of the Nørlund polynomials (or generalized Bernoulli polynomials) each with exponential generating function ::\left( \right) ^a e^= \sum_^\infty B^_k(z), given by the relation S_k(x)= B_k^(x+1). The first 10 Stirling polynomials are given in the following table: : Yet another variant of the Stirling polynomials is considered in (see also the subsection on Stirling convolution polynomials below). In particular, the article by I. Gessel and R. P. Stanley defines the modified Stirling polynomial sequences, f_k(n) := S(n+k, n) and g_k(n) := c(n, n-k) where c(n, k) := (-1)^ s(n, k) are the ''unsigned''
Stirling numbers of the first kind In mathematics, especially in combinatorics, Stirling numbers of the first kind arise in the study of permutations. In particular, the Stirling numbers of the first kind count permutations according to their number of cycles (counting fixed poin ...
, in terms of the two
Stirling number In mathematics, Stirling numbers arise in a variety of analytic and combinatorial problems. They are named after James Stirling, who introduced them in a purely algebraic setting in his book ''Methodus differentialis'' (1730). They were rediscov ...
triangles for non-negative integers n \geq 1,\ k \geq 0. For fixed k \geq 0, both f_k(n) and g_k(n) are polynomials of the input n \in \mathbb^ each of degree 2k and with leading coefficient given by 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 ...
term (1 \cdot 3 \cdot 5 \cdots (2k-1)) / (2k)!.


Properties

Below B_k(x) denote the
Bernoulli polynomials In mathematics, the Bernoulli polynomials, named after Jacob Bernoulli, combine the Bernoulli numbers and binomial coefficients. They are used for series expansion of functions, and with the Euler–MacLaurin formula. These polynomials occur in ...
and B_k = B_k(0) the
Bernoulli numbers In mathematics, the Bernoulli numbers are a sequence of rational numbers which occur frequently in analysis. The Bernoulli numbers appear in (and can be defined by) the Taylor series expansions of the tangent and hyperbolic tangent functions, ...
under the convention B_1 = B_1(0) = -\tfrac; s_ denotes a Stirling number of the first kind; and S_ denotes
Stirling numbers of the second kind In mathematics, particularly in combinatorics, a Stirling number of the second kind (or Stirling partition number) is the number of ways to partition a set of ''n'' objects into ''k'' non-empty subsets and is denoted by S(n,k) or \textstyle \lef ...
. *Special values: \begin S_k(-m) &= \frac S_ && 0 < m \in \Z\\ ptS_k(-1) &= \delta_ \\ ptS_k(0) &= (-1)^k B_k \\ ptS_k(1) &= (-1)^ ((k-1) B_k+ k B_) \\ ptS_k(2) &= \tfrac ((k-1)(k-2) B_k+ 3 k(k-2) B_+ 2 k(k-1) B_) \\ ptS_k(k) &= k! \\ pt\end *If m \in \N and m < k then: S_k(m) = \binom k \sum_^m(-1)^ s_ \frac. *If m \in \N and m \geq k then: S_k(m) = (-1)^k B_k^(0), and: S_k(m)= s_. *The sequence S_k(x-1) is of
binomial type In mathematics, a polynomial sequence, i.e., a sequence of polynomials indexed by non-negative integers \left\ in which the index of each polynomial equals its degree, is said to be of binomial type if it satisfies the sequence of identities :p_n ...
, since S_k(x+y-1)= \sum_^k S_i(x-1) S_(y-1). Moreover, this basic recursion holds: S_k(x)= (x-k) + k S_(x+1). *Explicit representations involving Stirling numbers can be deduced with Lagrange's interpolation formula: \begin S_k(x)&= \sum_^k (-1)^ S_ \\ pt&= \sum_^k (-1)^n s_ \\ pt&= k! \sum_^k (-1)^\sum_^k L_^(-j) \\ pt\end Here, L_n^ are
Laguerre polynomials In mathematics, the Laguerre polynomials, named after Edmond Laguerre (1834–1886), are solutions of Laguerre's equation: xy'' + (1 - x)y' + ny = 0 which is a second-order linear differential equation. This equation has nonsingular solutions only ...
. *The following relations hold as well: S_k(x-m)= \sum_^k (-1)^ S_ \cdot S_i(x), S_k(x+m)= \sum_^k s_ \cdot S_i(x). *By differentiating the generating function it readily follows that S_k^\prime(x) = -\sum_^ S_j(x) \frac.


Stirling convolution polynomials


Definition and examples

Another variant of the Stirling polynomial sequence corresponds to a special case of the convolution polynomials studied by Knuth's article and in the ''Concrete Mathematics'' reference. We first define these polynomials through the
Stirling numbers of the first kind In mathematics, especially in combinatorics, Stirling numbers of the first kind arise in the study of permutations. In particular, the Stirling numbers of the first kind count permutations according to their number of cycles (counting fixed poin ...
as :\sigma_n(x) = \left begin x \\ x-n \end \right\cdot \frac. It follows that these polynomials satisfy the next recurrence relation given by :(x+1) \sigma_n(x+1) = (x-n) \sigma_n(x) + x \sigma_(x),\ n \geq 1. These Stirling "''convolution''" polynomials may be used to define the Stirling numbers, \scriptstyle and \scriptstyle, for integers n \geq 0 and ''arbitrary'' complex values of x. The next table provides several special cases of these Stirling polynomials for the first few n \geq 0. :


Generating functions

This variant of the Stirling polynomial sequence has particularly nice ordinary
generating functions 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 series ...
of the following forms: : \begin \left(\frac\right)^x & = \sum_ x \sigma_n(x) z^n \\ \left(\frac \ln \frac\right)^x & = \sum_ x \sigma_n(x+n) z^n. \end More generally, if \mathcal_t(z) is a power series that satisfies \ln\left(1-z \mathcal_t(z)^\right) = -z \mathcal_t(z)^t, we have that :\mathcal_t(z)^x = \sum_ x \sigma_n(x+tn) z^n. We also have the related series identity Section 7.4 of ''Concrete Mathematics''. :\sum_ (-1)^ \sigma_n(n-1) z^n = \frac = 1 +\frac - \frac + \cdots, and the Stirling (Sheffer) polynomial related generating functions given by :\sum_ (-1)^ m \cdot \sigma_n(n-m) z^n = \left(\frac\right)^m :\sum_ (-1)^ m \cdot \sigma_n(m) z^n = \left(\frac\right)^m.


Properties and relations

For integers 0 \leq k \leq n and r, s \in \mathbb, these polynomials satisfy the two Stirling convolution formulas given by :(r+s) \sigma_n(r+s+tn) = rs \sum_^n \sigma_k(r+tk) \sigma_(s+t(n-k)) and :n \sigma_n(r+s+tn) = s \sum_^n k \sigma_k(r+tk) \sigma_(s+t(n-k)). When n, m \in \mathbb, we also have that the polynomials, \sigma_n(m), are defined through their relations to the
Stirling numbers In mathematics, Stirling numbers arise in a variety of analytic and combinatorial problems. They are named after James Stirling, who introduced them in a purely algebraic setting in his book ''Methodus differentialis'' (1730). They were rediscove ...
: \begin \left\ & = (-1)^ \frac \sigma_(-m)\ (\text m < 0) \\ \left begin n \\ m \end \right& = \frac \sigma_(n)\ (\text m > n), \end and their relations to the
Bernoulli numbers In mathematics, the Bernoulli numbers are a sequence of rational numbers which occur frequently in analysis. The Bernoulli numbers appear in (and can be defined by) the Taylor series expansions of the tangent and hyperbolic tangent functions, ...
given by : \begin \sigma_n(m) & = \frac \sum_ \left begin m \\ m-k \end \right\frac,\ n \geq m > 0 \\ \sigma_n(m) & = -\frac,\ m = 0. \end


See also

*
Bernoulli polynomials In mathematics, the Bernoulli polynomials, named after Jacob Bernoulli, combine the Bernoulli numbers and binomial coefficients. They are used for series expansion of functions, and with the Euler–MacLaurin formula. These polynomials occur in ...
*
Bernoulli polynomials of the second kind The Bernoulli polynomials of the second kind , also known as the Fontana-Bessel polynomials, are the polynomials defined by the following generating function: : \frac= \sum_^\infty z^n \psi_n(x) ,\qquad , z, -1 and :\gamma=\sum_^\infty\frac\B ...
* Sheffer and
Appell sequence In mathematics, an Appell sequence, named after Paul Émile Appell, is any polynomial sequence \_ satisfying the identity :\frac p_n(x) = np_(x), and in which p_0(x) is a non-zero constant. Among the most notable Appell sequences besides the ...
s *
Difference polynomials In mathematics, in the area of complex analysis, the general difference polynomials are a polynomial sequence, a certain subclass of the Sheffer polynomials, which include the Newton polynomials, Selberg's polynomials, and the Stirling interpolatio ...
* Special polynomial generating functions *
Gregory coefficients Gregory coefficients , also known as reciprocal logarithmic numbers, Bernoulli numbers of the second kind, or Cauchy numbers of the first kind,Ch. Jordan. ''The Calculus of Finite Differences'' Chelsea Publishing Company, USA, 1947.L. Comtet. ''Adva ...


References

* * *


External links

* * * {{PlanetMath attribution, id=37575, title=Stirling polynomial Polynomials