It is shown that continuous approximately convex, semiconcave and strongly α(⋅)\alpha(\cdot)-paraconvex functions on Banach spaces have almost all (but not all) known first order differentiability properties of continuous convex functions. The main results easily follow from known (or essentially known) results on single-valuedness and continuity of submonotone operators.

Contact details are reproduced from the original publication and may be historical.

Luděk Zajíček

Charles University, Faculty of Mathematics and Physics, Sokolovská 83, 186 75 Praha 8, Czech Republic

zajicek@karlin.mff.cuni.cz
  1. P. Albano, P. Cannarsa: Singularities of semiconcave functions in Banach spaces, in: Stochastic Analysis, Control, Optimization and Applications, W. M. McEneaney (ed.) et al., Birkhäuser, Boston (1999) 171–190.https://doi.org/10.1007/978-1-4612-1784-8_10Google Scholar
  2. G. Alberti, L. Ambrosio, P. Cannarsa: On the singularities of convex functions, Manuscr. Math. 76 (1992) 421–435.https://doi.org/10.1007/BF02567770Google Scholar
  3. Y. Benyamini, J. Lindenstrauss: Geometric Nonlinear Functional Analysis. Vol. 1, Colloqium Publications 48, American Mathematical Society, Providence (2000).https://doi.org/10.1090/coll/048Google Scholar
  4. P. Cannarsa, C. Sinestrari: Semiconcave Functions, Hamilton-Jacobi Equations, and Optimal Control, Progress in Nonlinear Differential Equations and their Applications 58, Birkhäuser, Boston (2004).https://doi.org/10.1007/b138356Google Scholar
  5. A. Daniilidis, P. Georgiev: Approximate convexity and submonotonicity, J. Math. Anal. Appl. 291 (2004) 292–301.https://doi.org/10.1016/j.jmaa.2003.11.004Google Scholar
  6. A. Daniilidis, J. Malick: Filling the gap between lower-C 1 and lower-C 2 functions, J. Convex Analysis 12 (2005) 315–329.https://doi.org/10.68381/jca12022Google Scholar
  7. M. Fabian: Gâteaux Differentiability of Convex Functions and Topology. Weak Asplund Spaces, Canadian Math. Soc. Monographs, Wiley, New York (1997).Google Scholar
  8. S. Fitzpatrick: Separably related sets and the Radon-Nikodým property, Illinois J. Math. 29 (1985) 229–247.https://doi.org/10.1215/ijm/1256045727Google Scholar
  9. P. G. Georgiev: Submonotone mappings in Banach spaces and applications, Set-Valued Anal. 5 (1997) 1–35.https://doi.org/10.1023/A:1008604928549Google Scholar
  10. P. G. Georgiev: Porosity and differentiability in smooth Banach spaces, Proc. Amer. Math. Soc. 133 (2005) 1621–1628.https://doi.org/10.1090/S0002-9939-05-07736-1Google Scholar
  11. J. R. Giles: A survey of Clarke’s subdifferential and the differentiability of locally Lipschitz functions, in: Progress in Optimization, A. Eberhard (ed.) et al., Appl. Optim. 30, Kluwer, Dordrecht (1999) 3–26.https://doi.org/10.1007/978-1-4613-3285-5_1Google Scholar
  12. M. Heisler: Singlevaluedness of monotone operators on subspaces of GSG spaces, Commentat. Math. Univ. Carol. 39 (1996) 255–261.Google Scholar
  13. P. Holický: Local and global σ-cone porosity, Acta Univ. Carol., Math. Phys. 34 (1993) 51–57.Google Scholar
  14. J. Lindenstrauss, D. Preiss: On Fréchet differentiability of Lipschitz maps between Banach spaces, Ann. Math., II. Ser. 157 (2003) 257–288.https://doi.org/10.4007/annals.2003.157.257Google Scholar
  15. P. D. Loewen, X. Wang: On the multiplicity of Dini subgradients in separable spaces, Nonlinear Anal., Theory Methods Appl. 58A (2004) 1–10.https://doi.org/10.1016/j.na.2004.04.001Google Scholar
  16. E. Matoušková: How small are the sets where the metric projection fails to be continuous, Acta Univ. Carol., Math. Phys. 33 (1992) 99–108.Google Scholar
  17. E. Matoušková: An almost nowhere Fréchet smooth norm on superreflexive spaces, Stud. Math. 133 (1999) 93–99.https://doi.org/10.4064/sm-133-1-93-99Google Scholar
  18. A. Nekvinda, L. Zajíček: Gâteaux differentiability of Lipschitz functions via directional derivatives, Real Anal. Exch. 28 (2003) 287–320.https://doi.org/10.14321/realanalexch.28.2.0287Google Scholar
  19. H. V. Ngai, D. T. Luc, M. Théra: Approximate convex functions, J. Nonlinear Convex Anal. 1 (2000) 155–176.Google Scholar
  20. W. Orlicz: Sur les fonctions satisfaisant a une condition de Lipschitz généralisée. I, Stud. Math. 10 (1948) 21–39.https://doi.org/10.4064/sm-10-1-21-39Google Scholar
  21. D. Pavlica: On the points of non-differentiability of convex functions, Commentat. Math. Univ. Carol. 45 (2004) 727–734.Google Scholar
  22. R. R. Phelps: Convex Functions, Monotone Operators and Differentiability, Second Edition, Lecture Notes in Mathematics 1364, Springer, Berlin (1993).Google Scholar
  23. D. Preiss, L. Zajiček: Stronger estimates of smallness of sets of Fréchet nondifferentiability of convex functions, Suppl. Rend. Circ. Mat. Palermo, II. Ser. 3 (1984) 219–223.Google Scholar
  24. R. T. Rockafellar: Favorable classes of Lipschitz continuous functions in subgradient optimization, in: Nondifferentiable Optimization, E. Nurminski (ed.), Pergamon Press, New York (1982) 125–144.Google Scholar
  25. Yu. G. Reshetnyak: On a generalization of convex surfaces, Mat. Sb. 40(82) (1956) 381–398 (in Russian).Google Scholar
  26. S. Rolewicz: On γ-paraconvex multifunctions, Math. Jap. 24 (1979) 293–300.Google Scholar
  27. S. Rolewicz: On α(·)-paraconvex and strongly α(·)-paraconvex functions, Control Cybern. 29 (2000) 367–377.https://doi.org/10.4064/sm-133-1-29-37Google Scholar
  28. S. Rolewicz: On uniformly approximate convex and strongly α(·)-paraconvex functions, Control Cybern. 30 (2001) 323–330.Google Scholar
  29. S. Rolewicz: On differentiability of strongly α(·)-paraconvex functions in non-separable Asplund spaces, Stud. Math. 167 (2005) 235–244.https://doi.org/10.4064/sm167-3-5Google Scholar
  30. S. Rolewicz: An extension of Mazur’s theorem on Gâteaux differentiability to the class of strongly α(·)-paraconvex functions, Stud. Math. 172 (2006) 243–248.https://doi.org/10.4064/sm172-3-3Google Scholar
  31. J. E. Spingarn: Submonotone subdifferentials of Lipschitz functions, Trans. Amer. Math. Soc. 264 (1981) 77–89.https://doi.org/10.1090/S0002-9947-1981-0597868-8Google Scholar
  32. W.-K. Tang: On Fréchet differentiability of convex functions on Banach spaces, Commentat. Math. Univ. Carol. 36 (1995) 249–253.Google Scholar
  33. L. Veselý, L. Zajíček: Delta-convex mappings between Banach spaces and applications, Diss. Math. 289 (1989).Google Scholar
  34. L. Zajíček: On the points of multivaluedness of metric projections in separable Banach spaces, Commentat. Math. Univ. Carol. 19 (1978) 513–523.Google Scholar
  35. L. Zajíček: On the differentiation of convex functions in finite and infinite dimensional spaces, Czech. Math. J. 29 (1979) 340–348.https://doi.org/10.21136/CMJ.1979.101616Google Scholar
  36. L. Zajíček: Differentiability of the distance function and points of multi-valuedness of the metric projection in Banach space, Czech. Math. J. 33(108) (1983) 292–308.https://doi.org/10.21136/CMJ.1983.101878Google Scholar
  37. L. Zajíček: A generalization of an Ekeland-Lebourg theorem and the differentiability of distance functions, Suppl. Rend. Circ. Mat. Palermo, II. Ser. 3 (1984) 403-410.Google Scholar
  38. L. Zajíček: On the Fréchet differentiability of distance functions, Rend. Circ. Mat. Palermo, II. Ser. 5 (1984) 161–165.Google Scholar
  39. L. Zajíček: Smallness of sets of nondifferentiability of convex functions in non-separable Banach spaces, Czech. Math. J. 41(116) (1991) 288–296.https://doi.org/10.21136/CMJ.1991.102462Google Scholar
  40. L. Zajíček: Fréchet differentiability, strict differentiability and subdifferentiability, Czech. Math. J. 41(116) (1991) 471–489.https://doi.org/10.21136/CMJ.1991.102482Google Scholar
  41. L. Zajíček: Supergeneric results and Gâteaux differentiability of convex and Lipschitz functions on small sets, Acta Univ. Carol., Math. Phys. 38 (1997) 19–37.Google Scholar
  42. L. Zajíček: On σ-porous sets in abstract spaces, Abstr. Appl. Anal. 2005 (2005) 509–534.https://doi.org/10.1155/AAA.2005.509Google Scholar
  43. X .Y. Zheng: Measure of Non-Radon-Nikodym property and differentiability of convex functions on Banach spaces, Set-Valued Anal. 13 (2005) 181–196.https://doi.org/10.1007/s11228-004-8609-4Google Scholar

L. Zajíček. “Differentiability of Approximately Convex, Semiconcave and Strongly Paraconvex Functions.” Journal of Convex Analysis 15 (2008), No. 1, 1–15. https://doi.org/10.68381/jca15001