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A smooth variational principle with applications to subdifferentiability and to differentiability of convex functions

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posted on 2025-05-10, 08:19 authored by J. M. Borwein, D. Preiss
We show that, typically, lower semicontinuous functions on a Banach space densely inherit lower subderivatives of the same degree of smoothness as the norm. In particular every continuous convex function on a space with a Gâteaux (weak Hadamard, Fréchet) smooth renorm is densely Gâteaux (weak Hadamard, Fréchet) differentiable. Our technique relies on a more powerful analogue of Ekeland's variational principle in which the function is perturbed by a quadratic-like function. This "smooth" variational principle has very broad applicability in problems of nonsmooth analysis.

History

Journal title

Transactions of the American Mathematical Society

Volume

303

Issue

2

Pagination

517-527

Publisher

American Mathematical Society

Language

  • en, English

College/Research Centre

Faculty of Science and Information Technology

School

School of Mathematical and Physical Sciences

Rights statement

First published in Transactions of the American Mathematical Society in Vol. 303, No. 2, pp. 517-527, 1987, published by the American Mathematical Society.

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