Gauss–Hermite quadrature

In numerical analysis, Gauss–Hermite quadrature is an extension of Gaussian quadrature method for approximating the value of integrals of the following kind:

\int_{-\infty}^{%2B\infty} e^{-x^2} f(x)\,dx.

In this case

\int_{-\infty}^{%2B\infty} e^{-x^2} f(x)\,dx \approx \sum_{i=1}^n w_i f(x_i)

where n is the number of sample points to use for the approximation. The xi are the roots of the ("physicists'") Hermite polynomial Hn(x) (i = 1,2,...,n) and the associated weights wi are given by [1]

w_i = \frac {2^{n-1} n! \sqrt{\pi}} {n^2[H_{n-1}(x_i)]^2}.

References

  1. ^ Abramowitz, M & Stegun, I A, Handbook of Mathematical Functions, 10th printing with corrections (1972), Dover, ISBN 978-0-486-61272-0. Equation 25.4.46.

Further reading

External links