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 ...
, an Appell sequence, named after
Paul Émile Appell
:''M. P. Appell is the same person: it stands for Monsieur Paul Appell''.
Paul Émile Appell (27 September 1855 in Strasbourg – 24 October 1930 in Paris) was a French mathematician and Rector of the University of Paris. Appell polynomials and ...
, is any
polynomial sequence
In mathematics, a polynomial sequence is a sequence of polynomials indexed by the nonnegative integers 0, 1, 2, 3, ..., in which each index is equal to the degree of the corresponding polynomial. Polynomial sequences are a topic of interest in ...
satisfying the identity
:
and in which
is a non-zero constant.
Among the most notable Appell sequences besides the trivial example
are the
Hermite polynomials
In mathematics, the Hermite polynomials are a classical orthogonal polynomial sequence.
The polynomials arise in:
* signal processing as Hermitian wavelets for wavelet transform analysis
* probability, such as the Edgeworth series, as well a ...
, 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 ...
, and the
Euler 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 ...
. Every Appell sequence is a
Sheffer sequence, but most Sheffer sequences are not Appell sequences. Appell sequences have a
probabilistic
Probability is a branch of mathematics and statistics concerning events and numerical descriptions of how likely they are to occur. The probability of an event is a number between 0 and 1; the larger the probability, the more likely an e ...
interpretation as systems of
moments.
Equivalent characterizations of Appell sequences
The following conditions on polynomial sequences can easily be seen to be equivalent:
* For
,
::
:and
is a non-zero constant;
* For some sequence
of scalars with
,
::
* For the same sequence of scalars,
::
:where
::
* For
,
::
Recursion formula
Suppose
:
where the last equality is taken to define the linear operator
on the space of polynomials in
. Let
:
be the inverse operator, the coefficients
being those of the usual reciprocal of a
formal power series
In mathematics, a formal series is an infinite sum that is considered independently from any notion of convergence, and can be manipulated with the usual algebraic operations on series (addition, subtraction, multiplication, division, partial su ...
, so that
:
In the conventions of the
umbral calculus
The term umbral calculus has two related but distinct meanings.
In mathematics, before the 1970s, umbral calculus referred to the surprising similarity between seemingly unrelated polynomial equations and certain shadowy techniques used to prove ...
, one often treats this formal
power series
In mathematics, a power series (in one variable) is an infinite series of the form
\sum_^\infty a_n \left(x - c\right)^n = a_0 + a_1 (x - c) + a_2 (x - c)^2 + \dots
where ''a_n'' represents the coefficient of the ''n''th term and ''c'' is a co ...
as representing the Appell sequence
. One can define
:
by using the usual power series expansion of the
and the usual definition of composition of formal power series. Then we have
:
(This formal differentiation of a power series in the differential operator
is an instance of
Pincherle differentiation.)
In the case of
Hermite polynomials
In mathematics, the Hermite polynomials are a classical orthogonal polynomial sequence.
The polynomials arise in:
* signal processing as Hermitian wavelets for wavelet transform analysis
* probability, such as the Edgeworth series, as well a ...
, this reduces to the conventional recursion formula for that sequence.
Subgroup of the Sheffer polynomials
The set of all Appell sequences is closed under the operation of umbral composition of polynomial sequences, defined as follows. Suppose
and
are polynomial sequences, given by
:
Then the umbral composition
is the polynomial sequence whose
th term is
:
(the subscript
appears in
, since this is the
th term of that sequence, but not in
, since this refers to the sequence as a whole rather than one of its terms).
Under this operation, the set of all Sheffer sequences is a
non-abelian group
In mathematics, and specifically in group theory, a non-abelian group, sometimes called a non-commutative group, is a group (''G'', ∗) in which there exists at least one pair of elements ''a'' and ''b'' of ''G'', such that ''a'' ∗ ...
, but the set of all Appell sequences is an
abelian subgroup
In group theory, a branch of mathematics, a subset of a group G is a subgroup of G if the members of that subset form a group with respect to the group operation in G.
Formally, given a group (mathematics), group under a binary operation  ...
. That it is abelian can be seen by considering the fact that every Appell sequence is of the form
:
and that umbral composition of Appell sequences corresponds to multiplication of these
formal power series
In mathematics, a formal series is an infinite sum that is considered independently from any notion of convergence, and can be manipulated with the usual algebraic operations on series (addition, subtraction, multiplication, division, partial su ...
in the operator
.
Different convention
Another convention followed by some authors (see ''Chihara'') defines this concept in a different way, conflicting with Appell's original definition, by using the identity
:
instead.
Hypergeometric Appell polynomials
The enormous class of Appell polynomials can be obtained in terms of the generalized hypergeometric function.
Let
denote the array of
ratios
:
Consider the polynomial
where
is the generalized hypergeometric function.
Theorem.
''The polynomial family
is the Appell sequence for any natural parameters
.''
For example, if
then the polynomials
become the Gould-Hopper polynomials
and if
they become the Hermite polynomials
.
See also
*
Sheffer sequence
*
Umbral calculus
The term umbral calculus has two related but distinct meanings.
In mathematics, before the 1970s, umbral calculus referred to the surprising similarity between seemingly unrelated polynomial equations and certain shadowy techniques used to prove ...
*
Generalized Appell polynomials
*
Wick product
In probability theory, the Wick product, named for Italian physicist Gian-Carlo Wick, is a particular way of defining an adjusted product of a set of random variables. In the lowest order product the adjustment corresponds to subtracting off the ...
References
*
* .
* Reprinted in the book with the same title, Academic Press, New York, 1975.
*
*
*
External links
*
Appell Sequenceat
MathWorld
''MathWorld'' is an online mathematics reference work, created and largely written by Eric W. Weisstein. It is sponsored by and licensed to Wolfram Research, Inc. and was partially funded by the National Science Foundation's National Science ...
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