Spline:
A spline is a continuous function which coincides with a polynomial on every subinterval
on which
is defined. In other words, splines are functions which are piecewise polynomial. The coefficients of the polynomial differs from interval to interval, but the order
of the polynomial is the same. Splines are often named after the order
of the spline, e.g. cubic splines correspond to
An essential feature of splines is that function is continuous - i.e. has no breaks on the boundaries between two adjacent intervals. Besides the continuity of the function
itself, for many types of splines the first derivatives of
are also continuous. (For example, for cubic splines the first derivative
Splines are widely used for interpolation and approximation of data sampled at a discrete set of points - e.g. for time series interpolation.
Besides one-dimensional splines (i.e. functions of a single variable
), there are also two-dimensional splines, which are functions
and
. Two-dimensional splines are used, for example, to interpolate spatial fields from results of their measurements in a finite set of