General Interpolation Framework

This is a general approach to interpolating data of the form given functions (these functions form a basis which we will use to interpolate our data). From this we can construct a function . We can then construct a system to interpolate our data of the form :

This general framework is used to construct Polynomial Interpolation where to form what is called a monomial basis.