Abstract
In this paper, we study bornological generalized differential properties of sets with nonsmooth boundaries, nonsmooth functions, and set-valued mappings in smooth Banach spaces. We establish a fuzzy intersection rule for bornological normal cones and develop fuzzy calculus for bornological generalized differential constructions as well as exact calculus for the limiting counterparts of these constructions.
Similar content being viewed by others
References
Borwein, J.M., Ioffe, A.D.: Proximal analysis in smooth spaces. Set-Valued Anal. 4, 1–24 (1996)
Borwein, J.M., Mordukhovich, B.S., Shao, Y.: On the equivalence of some basic principles in variational analysis. J. Math. Anal. Appl. 229, 228–257 (1999)
Borwein, J.M., Preiss, D.: A smooth variational principle with applications to the subdifferentiability of convex functions. Trans. Amer. Math. Soc. 303, 517–527 (1987)
Borwein, J.M., Zhu, Q.J.: Techniques of Variational Analysis. Springer, New York (2005)
Borwein, J.M., Zhu, Q.J.: Viscosity solutions and viscosity subderivatives in smooth Banach spaces with applications to metric regularity. SIAM J. Control Optim. 34, 1568–1591 (1996)
Crandall, M.G., Lions, P.-L: Viscosity solutions of Hamilton-Jacobi equations. Trans. Amer. Math. Soc. 277, 1–42 (1983)
Gieraltowska-Kedzierska, M., Van Vleck, F.S.: Fréchet differentiability vs. Gâteaux differentiability of Lipschitz functions. Proc. Amer. Math. Soc. 114, 905–907 (1992)
Kelley, J.L., Namioka, I.: Linear Topological Spaces. Springer, New York (1976)
Mordukhovich, B.S.: Maximum principle in problems of time optimal control with nonsmooth constraints. J. Appl. Math. Mech. 40, 960–969 (1976)
Mordukhovich, B.S.: Metric approximations and necesary optimality conditions for general classes of nonsmooth extremal problems. Soviet Math. Dokl. 22, 526–530 (1980)
Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, I: Basic Theory. Springer, Berlin (2006)
Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, II: Applications. Springer, Berlin (2006)
Mordukhovich, B.S., Shao, Y.: Fuzzy calculus for coderivatives of multifunctions. Nonlinear Anal. 29, 605–626 (1997)
Mordukhovich, B.S., Shao, Y.: Nonconvex differential calculus for infinite-dimensional multifunctions. Set-Valued Anal. 4, 205–236 (1996)
Mordukhovich, B.S., Shao, Y.: Fuzzy calculus for coderivatives of multifunctions. Nonlinear Anal. 29(6), 605–626 (1997)
Mordukhovich, B.S., Shao, Y., Zhu, Q.J.: Viscosity coderivatives and their limiting behavior in smooth Banach spaces. Positivity 4, 1–39 (2000)
Mordukhovich, B.S., Wang, B.: Sequential normal compactness in variational analysis. Nonlinear Anal. 47, 717–728 (2001)
Mordukhovich, B.S., Wang, B.: Extensions of generalized differential calculus in Asplund spaces. J. Math. Anal. Appl. 272, 164–186 (2002)
Mordukhovich, B.S., Wang, B.: Calculus of sequential normal compactness in variational analysis. J. Math. Anal. Appl. 282, 63–84 (2003)
Phelps, R.R.: Convex Functions, Monotone Operators and Differentiability, 2nd edn. Springer, Berlin (1993)
Rockafellar, R.T., Wets, R.J.-B.: Variational Analysis. Springer, Berlin (1998)
Rudin, W.: Functional Analysis, 2nd edn. McGraw-Hill (1991)
Wang, B.: The fuzzy intersection rule in variational analysis with applications. J. Math. Anal. Appl. 323, 1365–1372 (2006)
Wang, B., Wang, D.: On the fuzzy intersection rule. Nonlinear Anal. 75, 1623–1634 (2012)
Wang, B., Wang, D.: Generalized sequential normal compactness in Asplund spaces. Applicable Anal. https://doi.org/10.1080/00036811.2013.879384 (2014)
Wang, B., Yang, X.: Weak differentiability with applications to variational analysis. Set-valued Var. Anal. https://doi.org/10.1007/s11228-015-0341-8 (2015)
Wang, B., Zhu, M., Zhao, Y.: Generalized sequential normal compactness in Banach spaces. Nonlinear Anal. 79, 221–232 (2013)
Zhu, Q.J.: Nonconvex separation theorem for multifunctions, subdifferential calculus and applications. Set-Valued Anal. 12, 275–290 (2004)
Acknowledgements
We are grateful to anonymous referees for their valuable suggestions and remarks that allowed us to improve the original presentation.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Dedicated to Boris S. Mordukhovich on the occasion of his 70th birthday
Research of Nguyen Mau Nam was partly supported by the National Science Foundation under grant DMS-1716057. Hung M. Phan was partly supported by Autodesk Inc. via a gift made to the Department of Mathematical Sciences, University of Massachusetts Lowell.
Rights and permissions
About this article
Cite this article
Nam, N.M., Phan, H.M. & Wang, B. Bornological Coderivative and Subdifferential Calculus in Smooth Banach Spaces. Set-Valued Var. Anal 27, 971–993 (2019). https://doi.org/10.1007/s11228-018-0503-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11228-018-0503-6
Keywords
- Bornology
- Generalized differentiation
- Bornological subdifferential
- Bornological normal cone
- Bornological coderivative