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