Microsoft Store
 

Numerical integration


 

In numerical analysis, numerical integration constitutes 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 numerical algorithms for solving differential equations.

Related Topics:
Numerical analysis - Integral - Differential equations

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

The term quadrature is more or less a synonym for numerical integration,

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

especially as applied to one-dimensional integrals. Two-dimensional integration is sometimes described as cubature, although this term is much less frequently

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

used and the meaning of quadrature is understood for higher dimensional integration as well.

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

The basic problem considered by numerical integration is to compute an approximate solution to a definite integral:

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

:int_a^b f(x), dx

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

This problem can also be stated as an initial value problem for an ordinary differential equation, as follows.

Related Topics:
Initial value problem - Ordinary differential equation

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

: y'(x) = f(x), quad y(a) = 0

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

Finding y(b) is equivalent to computing the integral.

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

Methods developed for ordinary differential equations,

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

such as the Runge-Kutta method, can be applied to the restated problem.

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

In the remainder of this article,

~ ~ ~ ~ ~ ~ ~ ~ ~ ~

we shall discuss methods developed specifically for the problem stated as a definite integral.

~ ~ ~ ~ ~ ~ ~ ~ ~ ~