Restricted-Multiplier Positivstellens\"atze for Polynomial Optimization with Affine Parameters
We develop positivity certificates for polynomials that are affine in auxiliary parameters, with sum-of-squares multipliers depending only on the principal variables. Under a restricted Archimedean order-unit condition, every strictly positive scalar polynomial admits such a certificate. We construct a convergent restr...