Support-function subgradients as exposed faces

ID: support-function-subgradients-as-exposed-faces

For a nonempty closed convex set , the finite-valued support function has subgradients exactly at the maximizing points of . This follows from Fenchel–Young inequality and the conjugacy between the support function and the indicator functional of a constraint set. For compact , the exposed maximizing set is nonempty.

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