Richardson extrapolation

Combining two approximations with different steps to cancel the leading error term.

Definition

If A(h)=A+Chp+O(hq)A(h)=A+Ch^p+\mathcal{O}(h^q), the combination 2pA(h/2)A(h)2p1\frac{2^p A(h/2)-A(h)}{2^p-1} removes the hph^p term and raises the order to qq. Applied repeatedly it generates methods such as Romberg integration.

How it is used

It is nearly free accuracy when you already compute with two steps; moreover, comparing A(h)A(h) and A(h/2)A(h/2) gives a practical error estimate.