Characterizing a Class of Robust Vector Polynomial Optimization via Sum of Squares Conditions

This paper deals with an SOS-convex (sum of squares convex) polynomial optimization problem with spectrahedral uncertain data in both the objective and constraints. By using a robust-type characteristic cone constraint qualification, we first obtain necessary and sufficient conditions for robust wea...

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