Notes about extended real- and set-valued functions
Abstract
An order theoretic and algebraic framework for the extended real numbers is established which includes extensions of the usual difference to expressions involving $-\infty$ and/or $+\infty$, so-called residuations. Based on this, definitions and results for directional derivatives, subdifferentials and Legendre--Fenchel conjugates for extended real-valued functions are given which admit to include the proper as well as the improper case. For set-valued functions, scalar representation theorems and a new conjugation theory are established. The common denominator is that the appropriate image spaces for set-valued functions share fundamental structures with the extended real numbers: They are order complete, residuated monoids with a multiplication by non-negative real numbers.
- Publication:
-
arXiv e-prints
- Pub Date:
- November 2010
- DOI:
- 10.48550/arXiv.1011.3179
- arXiv:
- arXiv:1011.3179
- Bibcode:
- 2010arXiv1011.3179H
- Keywords:
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- Mathematics - Optimization and Control;
- 49N15;
- also: 54C60;
- 90C46
- E-Print:
- Journal of Convex Analysis, 2 (19) 355--384, 2012