Abstract
We show that prox-regular functions are locally uniquely determined by their subgradients i.e. if two functions are prox-regular at for , then in a neighborhood of , the functions differ by an additive constant. The class of prox-regular functions includes all convex functions, all qualified convexly composite functions (i.e. with an appropriate constraint qualification) and all pln functions. This result represents an improvement over previous results since the class of prox-regular functions is strictly bigger than the class of pln functions (an example is provided in this paper).
References
- J. Benoist: Intégration du sous-differentiel proximal: Un contre exemple, Canad. J. Math. 50(2) (1998) 242–265.https://doi.org/10.4153/CJM-1998-013-0Google Scholar
- F. Bernard, L. Thibault, D. Zagrodny: Integration of primal lower nice functions in Hilbert spaces, J. Optimization Theory Appl. 124(3) (2005) 561–579.https://doi.org/10.1007/s10957-004-1174-zGoogle Scholar
- F. Bernard: Subdifferential characterization and integration of convex functions in Banach spaces, J. Nonlinear Convex Analysis 4(2) (2003) 223–230.Google Scholar
- F. Bernard, L. Thibault: Prox-regular functions in Hilbert spaces, J. Math. Analysis Appl. 303 (2005) 1–14.https://doi.org/10.1016/j.jmaa.2004.06.003Google Scholar
- F. Bernard, L. Thibault: Prox-regularity of functions and sets in Banach spaces, Set-Valued Analysis 12(1-2) (2004) 25–47.https://doi.org/10.1023/B:SVAN.0000023403.87092.a2Google Scholar
- F. Bernard, L. Thibault: Uniform prox-regularity of functions and epigraphs in Hilbert spaces, Nonlinear Analysis, Theory Methods Appl. 60A(2) (2005) 187–207.https://doi.org/10.1016/j.na.2004.04.015Google Scholar
- S. Boralugoda: Prox-Regular Functions in Hilbert Spaces, Ph. D. Thesis, University of Alberta, June 1998.Google Scholar
- F. H. Clarke: Optimization and Nonsmooth Analysis, Classics in Applied Math. 5, SIAM, Philadelphia (1990).https://doi.org/10.1137/1.9781611971309Google Scholar
- G. Colombo, M. Monteiro Marques, D. P. Manuel: Sweeping by a continuous prox-regular set, J. Differ. Equations 187(1) (2003) 46–62.https://doi.org/10.1016/S0022-0396(02)00021-9Google Scholar
- A. Eberhard: Prox-regularity and subjets, Optimization and related topics (Ballarat / Melbourne, 1999), in: Appl. Optim. 47, Kluwer Acad. Publ., Dordrecht (2001) 237–313.https://doi.org/10.1007/978-1-4757-6099-6_14Google Scholar
- J. F. Edmond, L. Thibault: Inclusions and integration of subdifferentials, J. Nonlinear Convex Analysis 3(3) (2002) 411–434.Google Scholar
- W. L. Hare, R. A. Poliquin: The quadratic sub-Lagrangian of a prox-regular function, Nonlinear Analysis, Theory Methods Appl. 47(2) (2001) 1117–1128.https://doi.org/10.1016/S0362-546X(01)00251-6Google Scholar
- A. Levy, R. A. Poliquin, L. Thibault: Partial extension of Attouch’s theorem with applications to proto-derivatives of subgradient mappings, Trans. Amer. Math. Soc. 347 (1995) 1269–1294.https://doi.org/10.1090/S0002-9947-1995-1290725-3Google Scholar
- P. D. Loewen: Optimal Control via Nonsmooth Analysis, CRM Proceedings & Lecture Notes, American Mathematical Society, Providence (1993).https://doi.org/10.1090/crmp/002Google Scholar
- A. Moudafi: An algorithmic approach to prox-regular variational inequalities, Appl. Math. Comput. 155(3) (2004) 845–852.https://doi.org/10.1016/j.amc.2003.06.003Google Scholar
- R. A. Poliquin: Integration of subdifferentials of nonconvex functions, Nonlinear Analysis, Theory Methods Appl. 17 (1991) 385–398.https://doi.org/10.1016/0362-546X(91)90078-FGoogle Scholar
- R. A. Poliquin, R. T. Rockafellar: Prox-regular functions in variational analysis, Trans. Amer. Math. Soc. 348 (1996) 1805–1838.https://doi.org/10.1090/S0002-9947-96-01544-9Google Scholar
- R. A. Poliquin, R. T. Rockafellar: Generalized Hessian properties of regularized nonsmooth functions, SIAM J. Optim. 6 (1996) 1121–1137.https://doi.org/10.1137/S1052623494279316Google Scholar
- R. A. Poliquin, R. T. Rockafellar: Tilt stability of a local minimum, SIAM J. Optim. 8(2) (1998) 287–299.https://doi.org/10.1137/S1052623496309296Google Scholar
- L. Qi: The maximal normal operator space and integration of subdifferentials of nonconvex functions, Nonlinear Analysis, Theory Methods Appl. 13(9) (1989) 1003–1011.https://doi.org/10.1016/0362-546X(89)90091-6Google Scholar
- R. T. Rockafellar: Characterization of the subdifferentials of convex functions, Pacific J. Math. 17 (1966) 497–510.https://doi.org/10.2140/pjm.1966.17.497Google Scholar
- R. T. Rockafellar, R. J.-B. Wets: Variational Analysis, Springer (1998).https://doi.org/10.1007/978-3-642-02431-3Google Scholar
- L. Thibault, D. Zagrodny: Integration of subdifferentials of lower semicontinuous functions, J. Math. Anal. Appl. 189 (1995) 33–58.https://doi.org/10.1006/jmaa.1995.1003Google Scholar
- L. Thibault, N. Zlateva: Integrability of subdifferentials of certain bivariate functions, Nonlinear Analysis, Theory Methods Appl. 54A(7) (2003) 1251–1269.https://doi.org/10.1016/S0362-546X(03)00137-8Google Scholar
- Wu, Zili, Ye, Jane J: Some results on integration of subdifferentials, Nonlinear Analysis, Theory Methods Appl. 39A(8) (2000) 955–976.https://doi.org/10.1016/S0362-546X(98)00263-6Google Scholar
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Published by Heldermann Verlag, 2006. Rights now held by Banach Press LLC.
