Answers are grounded in this paper and cite their sources.
Each lower semi-continuous proper convex function / on a Banach space E defines a certain multivalued mapping df from E to E* called the subdifferential of /. It is shown here that the mappings arising this way are precisely the ones whose graphs are maximal "cyclically monotone" relations on E X E*, and that each of these is also a maximal monotone relation. Furthermore, it is proved that df determines / uniquely up to an additive constant. These facts generally fail to hold when E is not a Banach space. The proofs depend on establishing a new result which relates the directional derivatives of / to the existence of approximate subgradients.
No takes yet. Share an insight, caveat, or question.
R. T. Rockafellar (1966) studied this question.
Synapse has enriched 10 related papers. Consider them for comparative context: