Gegenbauer Polynomials
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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 ...
, Gegenbauer polynomials or ultraspherical polynomials ''C''(''x'') are
orthogonal polynomials In mathematics, an orthogonal polynomial sequence is a family of polynomials such that any two different polynomials in the sequence are orthogonal In mathematics, orthogonality (mathematics), orthogonality is the generalization of the geom ...
on the interval minus;1,1with respect to the
weight function A weight function is a mathematical device used when performing a sum, integral, or average to give some elements more "weight" or influence on the result than other elements in the same set. The result of this application of a weight function is ...
(1 − ''x''2)''α''–1/2. They generalize
Legendre polynomials In mathematics, Legendre polynomials, named after Adrien-Marie Legendre (1782), are a system of complete and orthogonal polynomials with a wide number of mathematical properties and numerous applications. They can be defined in many ways, and t ...
and
Chebyshev polynomials The Chebyshev polynomials are two sequences of orthogonal polynomials related to the cosine and sine functions, notated as T_n(x) and U_n(x). They can be defined in several equivalent ways, one of which starts with trigonometric functions: ...
, and are special cases of
Jacobi polynomials In mathematics, Jacobi polynomials (occasionally called hypergeometric polynomials) P_n^(x) are a class of Classical orthogonal polynomials, classical orthogonal polynomials. They are orthogonal with respect to the weight (1-x)^\alpha(1+x)^\beta ...
. They are named after
Leopold Gegenbauer Leopold Bernhard Gegenbauer (2 February 1849, Asperhofen – 3 June 1903, Gießhübl) was an Austrian mathematician remembered best as an algebraist. Gegenbauer polynomials are named after him. Leopold Gegenbauer was the son of a doctor. ...
.


Characterizations

File:Plot of the Gegenbauer polynomial C n^(m)(x) with n=10 and m=1 in the complex plane from -2-2i to 2+2i with colors created with Mathematica 13.1 function ComplexPlot3D.svg, Plot of the Gegenbauer polynomial C n^(m)(x) with n=10 and m=1 in the complex plane from -2-2i to 2+2i with colors created with Mathematica 13.1 function ComplexPlot3D File:Mplwp gegenbauer Cn05a1.svg, Gegenbauer polynomials with ''α''=1 File:Mplwp gegenbauer Cn05a2.svg, Gegenbauer polynomials with ''α''=2 File:Mplwp gegenbauer Cn05a3.svg, Gegenbauer polynomials with ''α''=3 File:Gegenbauer polynomials.gif, An animation showing the polynomials on the ''xα''-plane for the first 4 values of ''n''. A variety of characterizations of the Gegenbauer polynomials are available. * The polynomials can be defined in terms of their
generating function In mathematics, a generating function is a representation of an infinite sequence of numbers as the coefficients of a formal power series. Generating functions are often expressed in closed form (rather than as a series), by some expression invo ...
: ::\frac=\sum_^\infty C_n^(x) t^n \qquad (0 \leq , x, < 1, , t, \leq 1, \alpha > 0) * The polynomials satisfy the
recurrence relation In mathematics, a recurrence relation is an equation according to which the nth term of a sequence of numbers is equal to some combination of the previous terms. Often, only k previous terms of the sequence appear in the equation, for a parameter ...
: :: \begin C_0^(x) & = 1 \\ C_1^(x) & = 2 \alpha x \\ (n+1) C_^(x) & = 2(n+\alpha) x C_^(x) - (n+2\alpha-1)C_^(x). \end * Gegenbauer polynomials are particular solutions of the Gegenbauer differential equation : ::(1-x^)y''-(2\alpha+1)xy'+n(n+2\alpha)y=0.\, :When ''α'' = 1/2, the equation reduces to the Legendre equation, and the Gegenbauer polynomials reduce to the
Legendre polynomials In mathematics, Legendre polynomials, named after Adrien-Marie Legendre (1782), are a system of complete and orthogonal polynomials with a wide number of mathematical properties and numerous applications. They can be defined in many ways, and t ...
. :When ''α'' = 1, the equation reduces to the Chebyshev differential equation, and the Gegenbauer polynomials reduce to the
Chebyshev polynomials The Chebyshev polynomials are two sequences of orthogonal polynomials related to the cosine and sine functions, notated as T_n(x) and U_n(x). They can be defined in several equivalent ways, one of which starts with trigonometric functions: ...
of the second kind. * They are given as
Gaussian hypergeometric series In mathematics, the Gaussian or ordinary hypergeometric function 2''F''1(''a'',''b'';''c'';''z'') is a Special functions, special function represented by the hypergeometric series, that includes many other special functions as special case, spe ...
in certain cases where the series is in fact finite: ::C_n^(z)=\frac \,_2F_1\left(-n,2\alpha+n;\alpha+\frac;\frac\right). :(Abramowitz & Stegu
p. 561
. Here (2α)''n'' is the
rising factorial In mathematics, the falling factorial (sometimes called the descending factorial, falling sequential product, or lower factorial) is defined as the polynomial \begin (x)_n = x^\underline &= \overbrace^ \\ &= \prod_^n(x-k+1) = \prod_^(x-k) . \end ...
. Explicitly, :: C_n^(z)=\sum_^ (-1)^k\frac(2z)^. :From this it is also easy to obtain the value at unit argument: :: C_n^(1)=\frac. * They are special cases of the
Jacobi polynomials In mathematics, Jacobi polynomials (occasionally called hypergeometric polynomials) P_n^(x) are a class of Classical orthogonal polynomials, classical orthogonal polynomials. They are orthogonal with respect to the weight (1-x)^\alpha(1+x)^\beta ...
: ::C_n^(x) = \fracP_n^(x). :in which (\theta)_n represents the
rising factorial In mathematics, the falling factorial (sometimes called the descending factorial, falling sequential product, or lower factorial) is defined as the polynomial \begin (x)_n = x^\underline &= \overbrace^ \\ &= \prod_^n(x-k+1) = \prod_^(x-k) . \end ...
of \theta. :One therefore also has the
Rodrigues formula In mathematics, Rodrigues' formula (formerly called the Ivory–Jacobi formula) generates the Legendre polynomials. It was independently introduced by , and . The name "Rodrigues formula" was introduced by Heine in 1878, after Hermite pointed ou ...
::C_n^(x) = \frac\frac(1-x^2)^\frac\left 1-x^2)^\right * An alternative normalization sets C_n^(1)=1. Assuming this alternative normalization, the derivatives of Gegenbauer are expressed in terms of Gegenbauer: \begin \fracC_^(x)=\frac & \sum_^j \frac \\ & \times \frac(q+j-i-1)!C_^(x) \end


Orthogonality and normalization

For a fixed ''α > -1/2'', the polynomials are orthogonal on minus;1, 1with respect to the weighting function (Abramowitz & Stegu
p. 774
: w(z) = \left(1-z^2\right)^. To wit, for ''n'' ≠ ''m'', :\int_^1 C_n^(x)C_m^(x)(1-x^2)^\,dx = 0. They are normalized by :\int_^1 \left _n^(x)\right2(1-x^2)^\,dx = \frac.


Applications

The Gegenbauer polynomials appear naturally as extensions of Legendre polynomials in the context of
potential theory In mathematics and mathematical physics, potential theory is the study of harmonic functions. The term "potential theory" was coined in 19th-century physics when it was realized that the two fundamental forces of nature known at the time, namely g ...
and
harmonic analysis Harmonic analysis is a branch of mathematics concerned with investigating the connections between a function and its representation in frequency. The frequency representation is found by using the Fourier transform for functions on unbounded do ...
. The
Newtonian potential In mathematics, the Newtonian potential, or Newton potential, is an operator in vector calculus that acts as the inverse to the negative Laplacian on functions that are smooth and decay rapidly enough at infinity. As such, it is a fundamental obje ...
in R''n'' has the expansion, valid with α = (''n'' − 2)/2, :\frac = \sum_^\infty \fracC_k^(\frac). When ''n'' = 3, this gives the Legendre polynomial expansion of the
gravitational potential In classical mechanics, the gravitational potential is a scalar potential associating with each point in space the work (energy transferred) per unit mass that would be needed to move an object to that point from a fixed reference point in the ...
. Similar expressions are available for the expansion of the
Poisson kernel In mathematics, and specifically in potential theory, the Poisson kernel is an integral kernel, used for solving the two-dimensional Laplace equation, given Dirichlet boundary conditions on the unit disk. The kernel can be understood as the deriv ...
in a ball . It follows that the quantities C^_k(\mathbf\cdot\mathbf) are
spherical harmonics In mathematics and physical science, spherical harmonics are special functions defined on the surface of a sphere. They are often employed in solving partial differential equations in many scientific fields. The table of spherical harmonics co ...
, when regarded as a function of x only. They are, in fact, exactly the
zonal spherical harmonics In the mathematical study of rotational symmetry, the zonal spherical harmonics are special spherical harmonics that are invariant under the rotation through a particular fixed axis. The zonal spherical functions are a broad extension of the notion ...
, up to a normalizing constant. Gegenbauer polynomials also appear in the theory of
positive-definite function In mathematics, a positive-definite function is, depending on the context, either of two types of function. Definition 1 Let \mathbb be the set of real numbers and \mathbb be the set of complex numbers. A function f: \mathbb \to \mathbb is ...
s. The
Askey–Gasper inequality In mathematics, the Askey–Gasper inequality is an inequality for Jacobi polynomials proved by and used in the proof of the Bieberbach conjecture. Statement It states that if \beta\geq 0, \alpha+\beta\geq -2, and -1\leq x\leq 1 then :\sum_^n \fr ...
reads :\sum_^n\frac\ge 0\qquad (x\ge-1,\, \alpha\ge 1/4). In
spectral methods Spectral methods are a class of techniques used in applied mathematics and scientific computing to numerically solve certain differential equations. The idea is to write the solution of the differential equation as a sum of certain "basis functio ...
for solving differential equations, if a function is expanded in the basis of
Chebyshev polynomials The Chebyshev polynomials are two sequences of orthogonal polynomials related to the cosine and sine functions, notated as T_n(x) and U_n(x). They can be defined in several equivalent ways, one of which starts with trigonometric functions: ...
and its derivative is represented in a Gegenbauer/ultraspherical basis, then the derivative operator becomes a
diagonal matrix In linear algebra, a diagonal matrix is a matrix in which the entries outside the main diagonal are all zero; the term usually refers to square matrices. Elements of the main diagonal can either be zero or nonzero. An example of a 2×2 diagon ...
, leading to fast
banded matrix In mathematics, particularly matrix theory, a band matrix or banded matrix is a sparse matrix whose non-zero entries are confined to a diagonal ''band'', comprising the main diagonal and zero or more diagonals on either side. Band matrix Bandwidt ...
methods for large problems.


Other properties

Dirichlet–Mehler-type integral representation:\frac=\frac=\frac(\sin\theta)^\int_^\frac\,\mathrm\phi,Laplace-type\begin \frac & =\frac \\ & =\frac \int_0^\pi(\cos \theta+i \sin \theta \cos \phi)^n(\sin \phi)^ \mathrm \phi \end


See also

*
Rogers polynomials In mathematics, the Rogers polynomials, also called Rogers–Askey–Ismail polynomials and continuous q-ultraspherical polynomials, are a family of orthogonal polynomials introduced by in the course of his work on the Rogers–Ramanujan identiti ...
, the ''q''-analogue of Gegenbauer polynomials *
Chebyshev polynomials The Chebyshev polynomials are two sequences of orthogonal polynomials related to the cosine and sine functions, notated as T_n(x) and U_n(x). They can be defined in several equivalent ways, one of which starts with trigonometric functions: ...
*
Romanovski polynomials In mathematics, the Romanovski polynomials are one of three finite subsets of real orthogonal polynomials discovered by Vsevolod Romanovsky (Romanovski in French transcription) within the context of probability distribution functions in statistics ...


References

* * * . * {{springer, title=Ultraspherical polynomials, id=U/u095030, first=P.K., last=Suetin. ;Specific Orthogonal polynomials Special hypergeometric functions