Nørlund–Rice Integral
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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 Nørlund–Rice integral, sometimes called Rice's method, relates the ''n''th
forward difference A finite difference is a mathematical expression of the form . If a finite difference is divided by , one gets a difference quotient. The approximation of derivatives by finite differences plays a central role in finite difference methods for the ...
of a function to a
line integral In mathematics, a line integral is an integral where the function to be integrated is evaluated along a curve. The terms ''path integral'', ''curve integral'', and ''curvilinear integral'' are also used; ''contour integral'' is used as well, alt ...
on the
complex plane In mathematics, the complex plane is the plane formed by the complex numbers, with a Cartesian coordinate system such that the -axis, called the real axis, is formed by the real numbers, and the -axis, called the imaginary axis, is formed by the ...
. It commonly appears in the theory of
finite differences A finite difference is a mathematical expression of the form . If a finite difference is divided by , one gets a difference quotient. The approximation of derivatives by finite differences plays a central role in finite difference methods for the ...
and has also been applied in
computer science Computer science is the study of computation, automation, and information. Computer science spans theoretical disciplines (such as algorithms, theory of computation, information theory, and automation) to Applied science, practical discipli ...
and
graph theory In mathematics, graph theory is the study of ''graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of '' vertices'' (also called ''nodes'' or ''points'') which are conne ...
to estimate
binary tree In computer science, a binary tree is a k-ary k = 2 tree data structure in which each node has at most two children, which are referred to as the ' and the '. A recursive definition using just set theory notions is that a (non-empty) binary t ...
lengths. It is named in honour of
Niels Erik Nørlund Niels Erik Nørlund (26 October 1885, in Slagelse – 4 July 1981, in Copenhagen) was a Danish mathematician. His book ''Vorlesungen über Differenzenrechnung'' (1924, reprinted 1954) was the first book on complex function solutions of dif ...
and
Stephen O. Rice Stephen Oswald Rice (November 29, 1907 – November 18, 1986) was a pioneer in the related fields of information theory, communications theory, and telecommunications. Biography Rice was born in Shedds, Oregon (later renamed Shedd). He received a ...
. Nørlund's contribution was to define the integral; Rice's contribution was to demonstrate its utility by applying saddle-point techniques to its evaluation.


Definition

The ''n''th
forward difference A finite difference is a mathematical expression of the form . If a finite difference is divided by , one gets a difference quotient. The approximation of derivatives by finite differences plays a central role in finite difference methods for the ...
of a function ''f''(''x'') is given by :\Delta^n x)= \sum_^n (-1)^ f(x+k) where is the
binomial coefficient In mathematics, the binomial coefficients are the positive integers that occur as coefficients in the binomial theorem. Commonly, a binomial coefficient is indexed by a pair of integers and is written \tbinom. It is the coefficient of the t ...
. The Nörlund–Rice integral is given by :\sum_^n (-1)^ f(k) = \frac \oint_\gamma \frac\, dz where ''f'' is understood to be
meromorphic In the mathematical field of complex analysis, a meromorphic function on an open subset ''D'' of the complex plane is a function that is holomorphic on all of ''D'' ''except'' for a set of isolated points, which are pole (complex analysis), poles ...
, α is an integer, 0\leq \alpha \leq n, and the contour of integration is understood to circle the
poles Poles,, ; singular masculine: ''Polak'', singular feminine: ''Polka'' or Polish people, are a West Slavic nation and ethnic group, who share a common history, culture, the Polish language and are identified with the country of Poland in Ce ...
located at the integers α, ..., ''n'', but encircles neither integers 0, ..., \alpha-1 nor any of the poles of ''f''. The integral may also be written as :\sum_^n (-1)^ f(k) = -\frac \oint_\gamma B(n+1, -z) f(z)\, dz where ''B''(''a'',''b'') is the Euler
beta function In mathematics, the beta function, also called the Euler integral of the first kind, is a special function that is closely related to the gamma function and to binomial coefficients. It is defined by the integral : \Beta(z_1,z_2) = \int_0^1 t^(1 ...
. If the function f(z) is polynomially bounded on the right hand side of the complex plane, then the contour may be extended to infinity on the right hand side, allowing the transform to be written as :\sum_^n (-1)^ f(k) = \frac \int_^ \frac\, dz where the constant ''c'' is to the left of α.


Poisson–Mellin–Newton cycle

The Poisson–Mellin–Newton cycle, noted by Flajolet et al. in 1985, is the observation that the resemblance of the Nørlund–Rice integral to the
Mellin transform In mathematics, the Mellin transform is an integral transform that may be regarded as the multiplicative version of the two-sided Laplace transform. This integral transform is closely connected to the theory of Dirichlet series, and is often used i ...
is not accidental, but is related by means of the
binomial transform In combinatorics, the binomial transform is a sequence transformation (i.e., a transform of a sequence) that computes its forward differences. It is closely related to the Euler transform, which is the result of applying the binomial transform to th ...
and the
Newton series A finite difference is a mathematical expression of the form . If a finite difference is divided by , one gets a difference quotient. The approximation of derivatives by finite differences plays a central role in finite difference methods for the ...
. In this cycle, let \ be a
sequence In mathematics, a sequence is an enumerated collection of objects in which repetitions are allowed and order matters. Like a set, it contains members (also called ''elements'', or ''terms''). The number of elements (possibly infinite) is calle ...
, and let ''g''(''t'') be the corresponding
Poisson 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 series ...
, that is, let :g(t) = e^ \sum_^\infty f_n t^n. Taking its Mellin transform :\phi(s)=\int_0^\infty g(t) t^\, dt, one can then regain the original sequence by means of the Nörlund–Rice integral: :f_n = \frac \int_\gamma \frac \frac\, ds where Γ is the
gamma function In mathematics, the gamma function (represented by , the capital letter gamma from the Greek alphabet) is one commonly used extension of the factorial function to complex numbers. The gamma function is defined for all complex numbers except ...
.


Riesz mean

A closely related integral frequently occurs in the discussion of
Riesz mean In mathematics, the Riesz mean is a certain mean of the terms in a series. They were introduced by Marcel Riesz in 1911 as an improvement over the Cesàro mean. The Riesz mean should not be confused with the Bochner–Riesz mean or the Strong– ...
s. Very roughly, it can be said to be related to the Nörlund–Rice integral in the same way that
Perron's formula In mathematics, and more particularly in analytic number theory, Perron's formula is a formula due to Oskar Perron to calculate the sum of an arithmetic function, by means of an inverse Mellin transform. Statement Let \ be an arithmetic function, a ...
is related to the Mellin transform: rather than dealing with infinite series, it deals with finite series.


Utility

The integral representation for these types of series is interesting because the integral can often be evaluated using
asymptotic expansion In mathematics, an asymptotic expansion, asymptotic series or Poincaré expansion (after Henri Poincaré) is a formal series of functions which has the property that truncating the series after a finite number of terms provides an approximation to ...
or
saddle-point In mathematics, a saddle point or minimax point is a point on the surface of the graph of a function where the slopes (derivatives) in orthogonal directions are all zero (a critical point), but which is not a local extremum of the functi ...
techniques; by contrast, the forward difference series can be extremely hard to evaluate numerically, because the binomial coefficients grow rapidly for large ''n''.


See also

*
Table of Newtonian series In mathematics, a Newtonian series, named after Isaac Newton, is a sum over a sequence a_n written in the form :f(s) = \sum_^\infty (-1)^n a_n = \sum_^\infty \frac a_n where : is the binomial coefficient and (s)_n is the falling factorial. N ...
*
List of factorial and binomial topics {{Short description, none This is a list of factorial and binomial topics in mathematics. See also binomial (disambiguation). * Abel's binomial theorem * Alternating factorial *Antichain *Beta function *Bhargava factorial *Binomial coefficient **P ...


References

* Niels Erik Nørlund, ''Vorlesungen uber Differenzenrechnung'', (1954) Chelsea Publishing Company, New York. * Donald E. Knuth, ''
The Art of Computer Programming ''The Art of Computer Programming'' (''TAOCP'') is a comprehensive monograph written by the computer scientist Donald Knuth presenting programming algorithms and their analysis. Volumes 1–5 are intended to represent the central core of compu ...
'', (1973), Vol. 3 Addison-Wesley. * Philippe Flajolet and Robert Sedgewick,
Mellin transforms and asymptotics: Finite differences and Rice's integrals
, ''Theoretical Computer Science'' 144 (1995) pp 101–124. * Peter Kirschenhofer,

,
The Electronic Journal of Combinatorics
', Volume 3 (1996) Issue 2 Article 7. {{DEFAULTSORT:Norlund-Rice integral Factorial and binomial topics Complex analysis Integral transforms Finite differences