Skip to content
Surf Wiki
Save to docs
general/orthogonal-polynomials

From Surf Wiki (app.surf) — the open knowledge base

Gegenbauer polynomials

Polynomial sequence


Summary

Polynomial sequence

In mathematics, Gegenbauer polynomials or ultraspherical polynomials C(x) are orthogonal polynomials on the interval [−1,1] with respect to the weight function (1 − x2)α–1/2. They generalize Legendre polynomials and Chebyshev polynomials, and are special cases of Jacobi polynomials. They are named after Leopold Gegenbauer.

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 -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:

::\frac{1}{(1-2xt+t^2)^\alpha}=\sum_{n=0}^\infty C_n^{(\alpha)}(x) t^n \qquad (0 \leq |x| 0)

  • The polynomials satisfy the recurrence relation:

:: \begin{align} C_0^{(\alpha)}(x) & = 1 \ C_1^{(\alpha)}(x) & = 2 \alpha x \ (n+1) C_{n+1}^{(\alpha)}(x) & = 2(n+\alpha) x C_{n}^{(\alpha)}(x) - (n+2\alpha-1)C_{n-1}^{(\alpha)}(x). \end{align}

  • Gegenbauer polynomials are particular solutions of the Gegenbauer differential equation:

::(1-x^{2})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. :When α = 1, the equation reduces to the Chebyshev differential equation, and the Gegenbauer polynomials reduce to the Chebyshev polynomials of the second kind.

  • They are given as Gaussian hypergeometric series in certain cases where the series is in fact finite:
\,_2F_1\left(-n,2\alpha+n;\alpha+\frac{1}{2};\frac{1-z}{2}\right). : Here (2α)*n* is the rising factorial. Explicitly,

C_n^{(\alpha)}(z)=\sum_{k=0}^{\lfloor n/2\rfloor} (-1)^k\frac{\Gamma(n-k+\alpha)}{\Gamma(\alpha)k!(n-2k)!}(2z)^{n-2k}. :From this it is also easy to obtain the value at unit argument: :: C_n^{(\alpha)}(1)=\frac{\Gamma(2\alpha+n)}{\Gamma(2\alpha)n!}.

  • They are special cases of the Jacobi polynomials:

:in which (\theta)_n represents the rising factorial of \theta. :One therefore also has the Rodrigues formula

  • An alternative normalization sets C_n^{(\alpha)}(1)=1. Assuming this alternative normalization, the derivatives of Gegenbauer are expressed in terms of Gegenbauer: \begin{aligned} \frac{d^q}{dx^q}C_{q+2 j+1}^{(\alpha)}(x)=\frac{2^q(q+2 j+1)!}{(q-1)!\Gamma(q+2 j+2 \alpha+1)} & \sum_{i=0}^j \frac{(2 i+\alpha+1) \Gamma(2 i+2 \alpha+1)}{(2 i+1)!(j-i)!} \ & \times \frac{\Gamma(q+j+i+\alpha+1)}{\Gamma(j+i+\alpha+2)}(q+j-i-1)!C_{2 i+1}^{(\alpha)}(x) \end{aligned}

Orthogonality and normalization

For a fixed α -1/2, the polynomials are orthogonal on [−1, 1] with respect to the weighting function

: w(z) = \left(1-z^2\right)^{\alpha-\frac{1}{2}}.

To wit, for nm,

:\int_{-1}^1 C_n^{(\alpha)}(x)C_m^{(\alpha)}(x)(1-x^2)^{\alpha-\frac{1}{2}},dx = 0.

They are normalized by

:\int_{-1}^1 \left[C_n^{(\alpha)}(x)\right]^2(1-x^2)^{\alpha-\frac{1}{2}},dx = \frac{\pi 2^{1-2\alpha}\Gamma(n+2\alpha)}{n!(n+\alpha)[\Gamma(\alpha)]^2}.

Applications

The Gegenbauer polynomials appear naturally as extensions of Legendre polynomials in the context of potential theory and harmonic analysis. The Newtonian potential in Rn has the expansion, valid with α = (n − 2)/2,

:\frac{1}{|\mathbf{x}-\mathbf{y}|^{n-2}} = \sum_{k=0}^\infty \frac{|\mathbf{x}|^k}{|\mathbf{y}|^{k+n-2}}C_k^{(\alpha)}(\frac{\mathbf{x}\cdot \mathbf{y}}{|\mathbf{x}||\mathbf{y}|}).

When n = 3, this gives the Legendre polynomial expansion of the gravitational potential. Similar expressions are available for the expansion of the Poisson kernel in a ball.

It follows that the quantities C^{((n-2)/2)}_k(\mathbf{x}\cdot\mathbf{y}) are spherical harmonics, when regarded as a function of x only. They are, in fact, exactly the zonal spherical harmonics, up to a normalizing constant.

Gegenbauer polynomials also appear in the theory of positive-definite functions.

The Askey–Gasper inequality reads :\sum_{j=0}^n\frac{C_j^\alpha(x)}\ge 0\qquad (x\ge-1,, \alpha\ge 1/4).

In spectral methods for solving differential equations, if a function is expanded in the basis of Chebyshev polynomials and its derivative is represented in a Gegenbauer/ultraspherical basis, then the derivative operator becomes a diagonal matrix, leading to fast banded matrix methods for large problems.

Other properties

Dirichlet–Mehler-type integral representation:\frac{P^{(\alpha,\alpha)}{n}\left(\cos\theta\right)}{P^{(\alpha,\alpha)}{n}\left(1\right)}=\frac{C^{(\alpha+\frac{1}{2})}{n}\left(\cos\theta\right)}{C^{(\alpha+\frac{1}{2})}{n}\left(1\right)}=\frac{2^{\alpha+\frac{1}{2}}\Gamma\left(\alpha+1\right)}\Gamma\left(\alpha+\frac{1}{2}\right)}(\sin\theta)^{-2\alpha}\int_{0}^{\theta}\frac{\cos\left((n+\alpha+\tfrac{1}{2})\phi\right)}{(\cos\phi-\cos\theta)^{-\alpha+\frac{1}{2}}},\mathrm{d}\phi,Laplace-type integral representation\begin{aligned} \frac{P_n^{(\alpha, \alpha)}(\cos \theta)}{P_n^{(\alpha, \alpha)}(1)} & =\frac{C_n^{\left(\alpha+\frac{1}{2}\right)}(\cos \theta)}{C_n^{\left(\alpha+\frac{1}{2}\right)}(1)} \ & =\frac{\Gamma(\alpha+1)}{\pi^{\frac{1}{2}} \Gamma\left(\alpha+\frac{1}{2}\right)} \int_0^\pi(\cos \theta+i \sin \theta \cos \phi)^n(\sin \phi)^{2 \alpha} \mathrm{~d} \phi \end{aligned}Addition formula:

\begin{aligned} & C_n^\lambda\left(\cos \theta_1 \cos \theta_2+\sin \theta_1 \sin \theta_2 \cos \phi\right) \ & \quad=\sum_{k=0}^n a_{n, k}^\lambda\left(\sin \theta_1\right)^k C_{n-k}^{\lambda+k}\left(\cos \theta_1\right)\left(\sin \theta_2\right)^k C_{n-k}^{\lambda+k}\left(\cos \theta_2\right) \ & \quad \cdot C_k^{\lambda-1 / 2}(\cos \phi), \quad a_{n, k}^\lambda \text { constants } \end{aligned}

Asymptotics

Given fixed \lambda \in (0, 1), M \in {1, 2, \dots}, \delta \in (0, \pi/2), uniformly for all \theta\in[\delta,\pi-\delta], for n \to \infty,C^{(\lambda)}{n}\left(\cos\theta\right)= \frac{2^{2\lambda}\Gamma\left(\lambda+\frac{1}{2}\right)}\Gamma\left(\lambda+1\right)}\frac}}\left(\sum{m=0}^{M-1}\dfrac{\left(1-\lambda\right){m}}}{m!,{\left(n+\lambda+1\right){m}}}\dfrac{\cos\theta_{n,m}}{(2\sin\theta)^{m+\lambda}}+R_M(\theta)\right)

where (\cdot)m is the Pochhammer symbol, and\theta{n,m}=(n+m+\lambda)\theta-\tfrac{1}{2}(m+\lambda)\piThe remainder R_M = O\left(\frac{1}{n^{M}}\right) has an explicit upper bound:|R_M(\theta)| \leq (2 / \pi) \sin (\lambda \pi) \frac{\Gamma(n+2 \lambda)}{\Gamma(\lambda)} \frac{\Gamma(M+\lambda) \Gamma(M-\lambda+1)}{M!\Gamma(n+M+\lambda+1)} \frac{\max \left(|\cos \theta|^{-1}, 2 \sin \theta\right)}{(2 \sin \theta)^{M+\lambda}}where \Gamma is the Gamma function.

Other asymptotic formulas can be obtained as special cases of asymptotic formulas for the more general Jacobi polynomials.

References

Specific

References

  1. {{harv. Stein. Weiss. 1971
  2. Suetin, P.K.. "Ultraspherical polynomials".
  3. Arfken, Weber, and Harris (2013) "Mathematical Methods for Physicists", 7th edition; ch. 18.4
  4. {{Abramowitz_Stegun_ref. 22. 773{{sfn whitelist. CITEREFAbramowitzStegun1983
  5. Doha, E. H.. (1991-01-01). "The coefficients of differentiated expansions and derivatives of ultraspherical polynomials". Computers & Mathematics with Applications.
  6. {{Harvard citation. Abramowitz. Stegun. 1983
  7. (1971). "Introduction to Fourier Analysis on Euclidean Spaces". Princeton University Press.
  8. (January 2013). "A Fast and Well-Conditioned Spectral Method". SIAM Review.
  9. "DLMF: §18.10 Integral Representations ‣ Classical Orthogonal Polynomials ‣ Chapter 18 Orthogonal Polynomials".
  10. Koornwinder, Tom. (September 1973). "The Addition Formula for Jacobi Polynomials and Spherical Harmonics". SIAM Journal on Applied Mathematics.
  11. {{Harvard citation. Szegő. 1975
  12. "DLMF: §18.15 Asymptotic Approximations ‣ Classical Orthogonal Polynomials ‣ Chapter 18 Orthogonal Polynomials".
Wikipedia Source

This article was imported from Wikipedia and is available under the Creative Commons Attribution-ShareAlike 4.0 License. Content has been adapted to SurfDoc format. Original contributors can be found on the article history page.

Want to explore this topic further?

Ask Mako anything about Gegenbauer polynomials — get instant answers, deeper analysis, and related topics.

Research with Mako

Free with your Surf account

Content sourced from Wikipedia, available under CC BY-SA 4.0.

This content may have been generated or modified by AI. CloudSurf Software LLC is not responsible for the accuracy, completeness, or reliability of AI-generated content. Always verify important information from primary sources.

Report