Revisiting Rockafellar's Theorem on Relative Interiors of Convex Graphs with Applications to Convex Generalized Differentiation
Abstract
In this paper we revisit a theorem by Rockafellar on representing the relative interior of the graph of a convex set-valued mapping in terms of the relative interior of its domain and function values. Then we apply this theorem to provide a simple way to prove many calculus rules of generalized differentiation of set-valued mappings and nonsmooth functions in finite dimensions. These results improve upon those in [14] by replacing the relative interior qualifications on graphs with qualifications on domains and/or ranges.
- Publication:
-
arXiv e-prints
- Pub Date:
- January 2022
- DOI:
- 10.48550/arXiv.2201.10689
- arXiv:
- arXiv:2201.10689
- Bibcode:
- 2022arXiv220110689V
- Keywords:
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- Mathematics - Optimization and Control;
- 49J52;
- 49J53;
- 90C31