An Argmax Principle for Sum-of-Squares Relaxations on the Sphere

Fernando Jeronimo Granha, Pei Wu, Haochen Xu

We develop an argmax principle for analyzing sum-of-squares relaxations of optimization problems over the unit sphere. Given a feasible pseudo-expectation, we form a polynomial of…