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单词 Gaussian quadrature
释义
Gaussian quadrature

Mathematics
  • An approach in numerical analysis to the approximation of integrals. The aim is to approximate integrals of the form

    I(f)=abf(x)w(x)dx

    where f,w are continuous functions and the weight function w(x) is positive. Then

    f,g=abf(x)g(x)w(x)dx

    defines an inner product on the space of continuous functions, and an orthonormal sequence pn(x) of polynomials may be constructed such that pn(x) has degree n. Gauss then showed that pn + 1(x) has n + 1 distinct real roots x0,…,xn in (a,b) and that there are unique solutions W0,…,Wn to the equations

    abxkw(x)dx=i=0nWixikfor0k2n+1.

    It is then the case that

    Qn(f)=i=0nWif(xi)

    exactly equals I(f) for polynomials of degree 2n + 1 or less, and more generally for continuous functions Qn(f) tends to I(f) as n→∞.


Computer
  • See numerical integration.


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