Squared polynomial approximation kernels for the hypercube: improved error bounds and implications for Lasserre hierarchies

Sander Gribling, Etienne de Klerk, Juan C. Vera

We propose a new family of polynomial approximation kernels for approximating nonnegative polynomials on the hypercube $[-1,1{]}^n$. Our Kernels produce polynomial sums-of-squares of…