FastGaussQuadrature.jl

Julia package for Gaussian quadrature
Popularity
171 Stars
Updated Last
6 Months Ago
Started In
August 2014

FastGaussQuadrature.jl

Stable Dev Build Status codecov

A Julia package to compute n-point Gauss quadrature nodes and weights to 16-digit accuracy and in O(n) time. So far the package includes gausschebyshev(), gausslegendre(), gaussjacobi(), gaussradau(), gausslobatto(), gausslaguerre(), and gausshermite(). This package is heavily influenced by Chebfun.

An introduction to Gauss quadrature can be found here. For a quirky account on the history of computing Gauss-Legendre quadrature, see [6].

Our Aims

  • The fastest Julia code for Gauss quadrature nodes and weights (without tabulation).
  • Change the perception that Gauss quadrature rules are expensive to compute.

Example usage

julia> @time nodes, weights = gausslegendre( 100000 );
  0.002192 seconds (10 allocations: 2.289 MiB)

# integrates f(x) = x^2 from -1 to 1
julia> @time dot( weights, nodes.^2 )
  0.000184 seconds (7 allocations: 781.422 KiB)
0.6666666666666665