Theory and Applications of the Sum-Of-Squares Technique by Francis Bach, Elisabetta Cornacchia, Luca Pesce, and Giovanni Piccioli
The authors present an overview of the Sum-of-Squares (SOS) method used in optimization problems to transform non-convex global optimization problems into solvable semidefinite programs.