On enforcing non-negativity in polynomial approximations in high dimensions

Yuan Chen, Dongbin Xiu, Xiangxiong Zhang

Polynomial approximations of functions are widely used in scientific computing. In certain applications, it is often desired to require the polynomial approximation to be non-negat…