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In [[numerical analysis]], '''Gauss–Jacobi quadrature''' is a method of [[numerical quadrature]] based on [[Gaussian quadrature]]. Gauss–Jacobi quadrature can be used to approximate integrals of the form


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:<math> \int_{-1}^1 f(x) (1-x)^\alpha (1+x)^\beta \,\mathrm{d}x </math>
 
where ƒ is a smooth function on [−1, 1] and ''α'', ''β'' > −1. The interval [−1, 1] can be replaced by any other interval by a linear transformation. Thus, Gauss–Jacobi quadrature can be used to approximate integrals with singularities at the end points. [[Gauss–Legendre quadrature]] is a special case of Gauss–Jacobi quadrature with ''α'' = ''β'' = 0. Similarly, [[Chebyshev–Gauss quadrature]] arises when one takes ''α'' = ''β'' = ±½. More generally, the special case ''α'' = ''β'' turns Jacobi polynomials into [[Gegenbauer polynomials]], in which case the technique is sometimes called '''Gauss–Gegenbauer quadrature'''.
 
Gauss–Jacobi quadrature uses ''ω''(''x'') = (1 − ''x'')<sup>''α''</sup> (1 + ''x'')<sup>''β''</sup> as the weight function. The corresponding sequence of [[orthogonal polynomials]] consist of [[Jacobi polynomials]]. Thus, the Gauss–Jacobi quadrature rule on ''n'' points has the form
 
:<math> \int_{-1}^1 f(x) (1-x)^\alpha (1+x)^\beta \,\mathrm{d}x \approx \lambda_1 f(x_1) + \lambda_2 f(x_2) + \cdots + \lambda_n f(x_n), </math>
 
where ''x''<sub>1</sub>, , ''x''<sub>''n''</sub> are the roots of the Jacobi polynomial of degree ''n''. The weights ''λ''<sub>1</sub>, , ''λ''<sub>''n''</sub> are given by the formula
 
:<math> \lambda_i = - \frac{2n+\alpha+\beta+2}{n+\alpha+\beta+1} \frac{\Gamma(n+\alpha+1)\Gamma(n+\beta+1)}{\Gamma(n+\alpha+\beta+1)(n+1)!} \frac{2^{\alpha+\beta}}{P'_n(x_i)P_{n+1}(x_i)}, </math>
 
where Γ denotes the [[Gamma function]] and ''P''<sub>''n''</sub> the Jacobi polynomial of degree ''n''.
 
==References==
* {{Citation | last1=Rabinowitz | first1=Philip | author1-link=Philip Rabinowitz (mathematician) | title=A First Course in Numerical Analysis | publisher=[[Dover Publications]] | location=New York | edition=2nd | isbn=978-0-486-41454-6 | year=2001 | chapter=§4.8-1: Gauss–Jacobi quadrature}}.
 
==External links==
* [http://people.sc.fsu.edu/~jburkardt/m_src/jacobi_rule/jacobi_rule.html Jacobi rule] - [[free software]] (Matlab, C++, and Fortran) to evaluate integrals by Gauss–Jacobi quadrature rules.
* [http://people.sc.fsu.edu/~jburkardt/cpp_src/gegenbauer_rule/gegenbauer_rule.html Gegenbauer rule] - free software (Matlab, C++, and Fortran) for Gauss–Gegenbauer quadrature
 
{{DEFAULTSORT:Gauss-Jacobi quadrature}}
[[Category:Numerical integration (quadrature)]]

Revision as of 08:22, 19 March 2013

In numerical analysis, Gauss–Jacobi quadrature is a method of numerical quadrature based on Gaussian quadrature. Gauss–Jacobi quadrature can be used to approximate integrals of the form

11f(x)(1x)α(1+x)βdx

where ƒ is a smooth function on [−1, 1] and α, β > −1. The interval [−1, 1] can be replaced by any other interval by a linear transformation. Thus, Gauss–Jacobi quadrature can be used to approximate integrals with singularities at the end points. Gauss–Legendre quadrature is a special case of Gauss–Jacobi quadrature with α = β = 0. Similarly, Chebyshev–Gauss quadrature arises when one takes α = β = ±½. More generally, the special case α = β turns Jacobi polynomials into Gegenbauer polynomials, in which case the technique is sometimes called Gauss–Gegenbauer quadrature.

Gauss–Jacobi quadrature uses ω(x) = (1 − x)α (1 + x)β as the weight function. The corresponding sequence of orthogonal polynomials consist of Jacobi polynomials. Thus, the Gauss–Jacobi quadrature rule on n points has the form

11f(x)(1x)α(1+x)βdxλ1f(x1)+λ2f(x2)++λnf(xn),

where x1, …, xn are the roots of the Jacobi polynomial of degree n. The weights λ1, …, λn are given by the formula

λi=2n+α+β+2n+α+β+1Γ(n+α+1)Γ(n+β+1)Γ(n+α+β+1)(n+1)!2α+βP'n(xi)Pn+1(xi),

where Γ denotes the Gamma function and Pn the Jacobi polynomial of degree n.

References

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External links

  • Jacobi rule - free software (Matlab, C++, and Fortran) to evaluate integrals by Gauss–Jacobi quadrature rules.
  • Gegenbauer rule - free software (Matlab, C++, and Fortran) for Gauss–Gegenbauer quadrature