D-optimal design for multivariate polynomial regression via the Christoffel function and semidefinite relaxations

Yohann De Castro, F Gamboa, D Henrion +2

We present a new approach to the design of D-optimal experiments with multivariate polynomial regressions on compact semi-algebraic design spaces. We apply the moment-sum-of-square…