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GaussQuadrature

Julia package to compute weights and points for the classical Gauss quadrature rules

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GaussQuadrature.jl

Julia package to compute points and weights for Gauss quadrature rules using the Golub-Welsch algorithm.

Handles the classical Legendre, Chebyshev, Jacobi, Laguerre and Hermite weights, as well as a logarithmic weight function. In fact, the Gauss rule is available for any custom weight function such that the coefficients are known for the three-term recurrence relation satisfied by the associated orthogonal polynomials. The modified Chebyshev algorithm is provided to determine these coefficients from the modified moments of the weight function.

The Lobatto and Radau variants of all these rules are also provided by appropriate choice of the endpt argument: neither (the default), both, left or right.

For example, to obtain a plain 5-point Gauss-Legendre rule with weight function w(x)=1 on the interval -1 < x < -1 do

julia> using GaussQuadrature
julia> x, w = legendre(5)

whereas for the Lobatto version do

julia> x, w = legendre(5, both)

The package supports BigFloats; for example,

julia> x, w = legendre(BigFloat, 5)

gives a plain 5-point Gauss-Legendre rule accurate to about 75 significant figures.

Read the initial comments in the src/GaussQuadrature.jl module for full details, or read the help documentation for the individual functions called legendre, chebyshev, jacobi, laguerre, hermite, logweight and custom_gauss_rule.

First Commit

10/12/2013

Last Touched

8 months ago

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61 commits