basis function

Concept

Interpolating function can be define as linear combination of basis functions

Fourier basis

comprising sines and coses. For example a set of basis functions with in :

Monomial basis (bad)

specifically for this one, we need to use Vandermonde matrix to solve. It require to solve. Considering the bad performance and unstable, we should use other instead.

Newton Basis