Given a set of data points $D \in R^{n+1}$, assumed to be of the form $(f(x_1,...,x_n),x_1,...,x_n)$ we would like to find an appoxiamte function $f'(x_1,...,x_n) similar to $f$. This approximate function $f'$ is called the interpolant.