Abstract
In this paper, we first investigate an abstract subdifferential for which (using Ekeland’s variational principle) we can prove an analog of the Brøndsted–Rockafellar property. We introduce the “ r L –density” of a subset of the product of a Banach space with its dual. A closed r L –dense monotone set is maximally monotone, but we will also consider the case of nonmonotone closed r L –dense sets. As a special case of our results, we can prove Rockafellar’s result that the subdifferential of a proper convex lower semicontinuous function is maximally monotone.
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Bauschke, H.H., Combettes, P.L.: Convex Analysis and Monotone Operator Theory in Hilbert Spaces. Springer (2011)
Borwein, J.M., Zhu, Q.: Techniques of Variational Analysis. Springer-Verlag, New York (2005)
Brøndsted, A., Rockafellar, R.T.: On the subdifferentiability of convex functions. Proc. Amer. Math. Soc. 16, 605–611 (1965)
Clarke, F.H.: Optimization and Nonsmooth Analysis. In: Classics in Applied Mathematics, Society for Industrial and Applied Mathematics. 2nd. SIAM, Philadelphia, PA (1990)
Lassonde, M.: Characterization of the monotone polar of subdifferentials. Optim. Lett. 8(5), 1735–1740 (2014)
Martínez-Legaz, J–E., Svaiter, B.F.: Monotone operators representable by l.s.c. convex functions. Set–Valued Anal. 13, 21–46 (2005)
Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation I. Springer-Verlag (2006)
Mordukhovich, B.S., Shao, Y.: Nonsmooth sequential analysis in Asplund spaces. Trans. Amer. Math. Soc. 348, 1235–1280 (1996)
Phelps, R.R.: Lectures on maximal monotone operators. Extracta Mathematicae 12, 193–230 (1997)
Phelps, R.R.: Convex Functions, Monotone Operators and Differentiability. In: Lecture Notes in Mathematics. 2nd, vol. 1364. Springer-Verlag, Berlin (1993)
Rockafellar, R.T.: On the maximal monotonicity of subdifferentialmappings. Pac. J. Math. 33, 209–216 (1970)
Rockafellar, R.T.: Directionally Lipschitzian functions and subdifferential calculus. Proc. London Math. Soc. 39, 331–355 (1979)
Rockafellar, R.T.: Generalized directional derivatives and subgradients of nonconvex functions. Can. J. Math. 32, 157–180 (1980)
Simons, S.: The range of a monotone operator. J. Math. Anal. Appl. 199, 176–201 (1996)
Simons, S.: Minimax and Monotonicity, Lecture Notes in Mathematics 1693. Springer–Verlag (1998)
Simons, S.: Maximal monotone multifunctions of Brøndsted–Rockafellar type. Set–Valued Anal. 7, 255–294 (1999)
Simons, S.: r L –density and maximal monotonicity, arXiv:1407.1100v3
Simons, S., Wang, X.: Weak subdifferentials, r L -density and maximal monotonicity, arXiv:1412.4386v2
Simons, S., Zalinescu, C.: Fenchel duality, Fitzpatrick functions and maximal monotonicity. J. Nonlinear Convex Anal. 6(1), 1–22 (2005)
Thibault, L., Zagrodny, D.: Integration of subdifferentials of lower semicontinuous functions on Banach spaces. J. Math. Anal. Appl. 189(1), 33–58 (1995)
Zagrodny, D.: The convexity of the closure of the domain and the range of a maximal monotone multifunction of Type NI. Set–Valued Anal. 16, 759–783 (2008). doi:10.1007/s11228-008-0087-7
Zălinescu, C.: Convex Analysis in General Vector Spaces. World Scientific Publishing Co. Inc., River Edge, NJ (2002)
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This paper is dedicated to Lionel Thibault, in recognition of his contribution to convex analysis and related fields
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Simons, S., Wang, X. Ubiquitous Subdifferentials, r L –density and Maximal Monotonicity. Set-Valued Var. Anal 23, 631–642 (2015). https://doi.org/10.1007/s11228-015-0326-7
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DOI: https://doi.org/10.1007/s11228-015-0326-7
Keywords
- Abstract subdifferential
- Brøndsted–Rockafellar property
- Multifunction
- Monotonicity
- Monotone polar
- r L –density