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In
numerical analysis Numerical analysis is the study of algorithms that use numerical approximation (as opposed to symbolic computation, symbolic manipulations) for the problems of mathematical analysis (as distinguished from discrete mathematics). It is the study of ...
, Gauss–Jacobi quadrature (named after
Carl Friedrich Gauss Johann Carl Friedrich Gauss (; german: Gauß ; la, Carolus Fridericus Gauss; 30 April 177723 February 1855) was a German mathematician and physicist who made significant contributions to many fields in mathematics and science. Sometimes refer ...
and
Carl Gustav Jacob Jacobi Carl Gustav Jacob Jacobi (; ; 10 December 1804 – 18 February 1851) was a German mathematician who made fundamental contributions to elliptic functions, dynamics, differential equations, determinants, and number theory. His name is occasiona ...
) is a method of
numerical quadrature In analysis, numerical integration comprises a broad family of algorithms for calculating the numerical value of a definite integral, and by extension, the term is also sometimes used to describe the numerical solution of differential equations ...
based on
Gaussian quadrature In numerical analysis, a quadrature rule is an approximation of the definite integral of a function, usually stated as a weighted sum of function values at specified points within the domain of integration. (See numerical integration for more ...
. Gauss–Jacobi quadrature can be used to approximate integrals of the form : \int_^1 f(x) (1 - x)^\alpha (1 + x)^\beta \,dx where ƒ is a smooth function on and . The interval 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 In numerical analysis, Gauss–Legendre quadrature is a form of Gaussian quadrature for approximating the definite integral of a function. For integrating over the interval , the rule takes the form: :\int_^1 f(x)\,dx \approx \sum_^n w_i f(x_i) ...
is a special case of Gauss–Jacobi quadrature with . Similarly, the Chebyshev–Gauss quadrature of the first (second) kind arises when one takes . More generally, the special case turns Jacobi polynomials into
Gegenbauer polynomials In mathematics, Gegenbauer polynomials or ultraspherical polynomials ''C''(''x'') are orthogonal polynomials on the interval minus;1,1with respect to the weight function (1 − ''x''2)''α''–1/2. They generalize Legendre polynomi ...
, in which case the technique is sometimes called Gauss–Gegenbauer quadrature. Gauss–Jacobi quadrature uses as the weight function. The corresponding sequence of
orthogonal polynomials In mathematics, an orthogonal polynomial sequence is a family of polynomials such that any two different polynomials in the sequence are orthogonality, orthogonal to each other under some inner product. The most widely used orthogonal polynomial ...
consist 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 ...
. Thus, the Gauss–Jacobi quadrature rule on points has the form : \int_^1 f(x) (1 - x)^\alpha (1 + x)^\beta \,dx \approx \lambda_1 f(x_1) + \lambda_2 f(x_2) + \ldots + \lambda_n f(x_n), where are the roots of the Jacobi polynomial of degree . The weights are given by the formula :\lambda_i = -\frac \, \frac \, \frac , where Γ denotes 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 ...
and the Jacobi polynomial of degree ''n''. The error term (difference between approximate and accurate value) is: : E_n = \frac \frac f^(\xi), where -1 < \xi < 1.


References

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External links


Jacobi rule
-
free software Free software or libre software is computer software distributed under terms that allow users to run the software for any purpose as well as to study, change, and distribute it and any adapted versions. Free software is a matter of liberty, no ...
(Matlab, C++, and Fortran) to evaluate integrals by Gauss–Jacobi quadrature rules.
Gegenbauer rule
- free software (Matlab, C++, and Fortran) for Gauss–Gegenbauer quadrature {{DEFAULTSORT:Gauss-Jacobi quadrature Numerical integration (quadrature)