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Subdifferentials of Distance Functions, Approximations and Enlargements

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Abstract

In this work, we study some subdifferentials of the distance function to a nonempty nonconvex closed subset of a general Banach space. We relate them to the normal cone of the enlargements of the set which can be considered as regularizations of the set.

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References

  1. Borwein, J. M., Fabian, M.: A note on regularity of sets and of distance functions in Banach space. J. Math. Anal. and Appl., 182, 566–570 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  2. Borwein, J. M., Fitzpatrick, S.: Existence of nearest points in Banach spaces. Canadian J. Math., 41(4), 702–720 (1989)

    MATH  Google Scholar 

  3. Borwein, J. M., Fitzpatrick, S. P., Giles, J. R.: The differentiability of real functions on normed linear spaces using generalized subgradients. J. Math. Anal. and Appl., 128, 512–534 (1987)

    Article  MATH  MathSciNet  Google Scholar 

  4. Borwein, J. M., Giles, J. R.: The proximal normal formula in Banach space. Trans. Amer. Math. Soc., 302, 371–381 (1987)

    Article  MATH  MathSciNet  Google Scholar 

  5. Burke, J. V., Ferris, M. C., Qian., M.: On the Clarke subdifferential of the distance function of a closed set. J. Math. Anal. and Appl., 166, 199–213 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  6. Clarke, F. H.: Optimization and Nonsmooth Analysis, Wiley–Interscience, New York, 1983

  7. Clarke, F. H., Ledyaev, Yu. S., Stern, R. J.: Complements, approximations, smoothings and invariance properties. J. Convex Anal., 4(2), 189–219 (1997)

    MATH  MathSciNet  Google Scholar 

  8. Clarke, F. H., Ledyaev, Yu. S., Stern, R. J.: Invariance, monotonicity and applications, in Nonlinear Analysis, Differential Equations and Control, F. H. Clarke and T. J. Stern, eds. Kluwer, Dordrecht, 207– 305, 1999

  9. Clarke, F. H., Stern, R. J., Wolenski, P. R.: Proximal smoothness and the lower-C 2 property. J. of Convex Analysis, 2(1–2), 117–144 (1995)

    MATH  Google Scholar 

  10. Ioffe, A. D.: Proximal analysis and approximate subdifferentials. J. London Math. Soc., 41, 175–192 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  11. Penot, J. P.: Proximal mappings. J. of Approximation Theory, 94, 203–221 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  12. Jofré, A., Penot, J. P.: Comparing new notions of tangent cones. J. London Math. Soc., 40, 280–290 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  13. Wu, Z., Ye, J.: Equivalences among various derivatives and subdifferentials of the distance function. J. Math. Anal. Appl., 282(2), 629–647 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  14. Poliquin, R. A., Rockafellar, R. T., Thibault, L.: Local differentiability of distance functions. Trans. Am. Math. Soc., 352(11), 5231–5249 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  15. Seeger, A.: Smoothing a nondifferentiable convex function: the technique of the rolling ball. Rev. Mat. Apl., 18, 45–60 (1997)

    MATH  MathSciNet  Google Scholar 

  16. Fitzpatrick, S.: Differentiation of real-valued functions and continuity of metric projections. Proc. Am. Math. Soc., 91, 544–548 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  17. Fitzpatrick, S.: Metric projection and the differentiability of the distance function. Bull. Austr. Math. Soc., 22, 773–802 (1980)

    MathSciNet  Google Scholar 

  18. Fitzpatrick, S., Phelps, R. R.: Differentiability of the metric projection in Hilbert space. Trans. Amer. Math. Soc., 270, 483–501 (1982)

    Article  MATH  MathSciNet  Google Scholar 

  19. Lumer, G.: Semi-inner product spaces. Trans. Amer. Math. Soc., 100, 29–43 (1961)

    Article  MATH  MathSciNet  Google Scholar 

  20. Penot, J. P.: A characterization of tangential regularity. Nonlinear Analysis, Theory, Method & Appl., 25, 625–643 (1981)

    Article  MathSciNet  Google Scholar 

  21. Deimling, K.: Nonlinear Functional Analysis, Springer Verlag, Berlin, 1985

  22. Penot, J. P., Ratsimahalo, R.: On the Yosida regularization of operators. Proc. Roy. Soc. Edinburgh Sect. A, 131(4), 945–966 (2001)

    MATH  MathSciNet  Google Scholar 

  23. Maurer, H.: First and second-order sufficient conditions in mathematical programming and optimal control. Math. Programming Study, 14, 163–177 (1981)

    MATH  MathSciNet  Google Scholar 

  24. Maurer, H., Zowe, J.: First and second-order necessary and sufficient optimality conditions for infinitedimensional programming problems. Math. Programming, 16, 98–110 (1979)

    Article  MATH  MathSciNet  Google Scholar 

  25. Penot, J. P.: A characterization of tangential regularity. Nonlinear Analysis, Theory, Method & Appl., 25, 625–643 (1981)

    Article  MathSciNet  Google Scholar 

  26. Agadi, A.: Approximation des ensembles en un point et àl’infini, Thesis, June 1995, University of Pau, France

  27. Agadi, A., Penot, J. P.: A comparative study of various notions of approximation of sets. J. Approx. Theory, to appear

  28. Aubin, J. P., Frankowska, H.: Set–Valued Analysis, Birkhäuser, Boston, 1990

  29. Borwein, J. M.: Tangent cones, starshaped and convexity. Internat. J. Math. & Math. Sci., 1, 459–477 (1978)

    Article  MATH  MathSciNet  Google Scholar 

  30. Borwein, J. M., O’Brien, R.: Tangent cones and convexity. Canadian Math. Bull., 19, 257–261 (1976)

    MATH  Google Scholar 

  31. Guignard, M.: Generalized Kuhn–Tucker conditions for mathematical programming problems in Banach space. SIAM Journal Control Optim., 7, 232–241 (1969)

    Article  MATH  MathSciNet  Google Scholar 

  32. Penot, J. P.: On regularity conditions in mathematical programming. Math. Programming Study, 19, 167–199 (1982)

    MATH  MathSciNet  Google Scholar 

  33. Penot, J. P.: Compact nets, filters, and relations. J. Math. Anal. Appl., 93(2), 400–417 (1983)

    Article  MATH  MathSciNet  Google Scholar 

  34. Azé, D.: Eléments d’Analyse Convexe et Variationnelle, Ellipse, Editions Marketing, Paris, 1997

  35. Ratsimahalo, R.: Etude de la projection métrique dans les espaces de Banach, Thesis, May 1996, University of Pau, France

  36. Colombo, G., Goncharov, V.: Variational inequalities and regularity properties of closed sets in Hilbert spaces. J. Convex Anal., 8(1), 197–221 (2001)

    MATH  MathSciNet  Google Scholar 

  37. Deville-G., R., Godefroy-V., Z.: Smoothness and Renormings in Banach Spaces, Pitman Monographs and Surveys in Pure and Appl. Math., vol. 64, Longman, Boston, 1993

  38. Vanderwer., J.: Smooth approximations in Banach spaces. Proc. Amer. Math. Soc., 115, 113–119 (1992)

    Article  MathSciNet  Google Scholar 

  39. Zalinescu, C.: Convex Analysis in General Vector Spaces, World Scientific, Singapore, 2002

  40. Zhikov, N.: Metric projections and antiprojections in strictly convex Banach spaces. C. R. Acad. Bulgare Sci., 31, 369–372 (1978)

    MathSciNet  Google Scholar 

  41. Golomb, M., Tapia, R. A.: The metric gradient in normed linear spaces. Numer. Math., 20, 115–124 (1972)

    Article  MATH  MathSciNet  Google Scholar 

  42. Penot, J. P.: On the convergence of descent algorithms. Comput. Optim. Appl., 23, 279–284 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  43. Penot, J. P., Ratsimahalo, R.: Characterizations of metric projections in Banach spaces and applications. Abstract and Applied Analysis, 3(1–2), 85–103 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  44. Ngai, H. V., Théra, M.: A fuzzy necessary optimality condition for non-Lipschitz optimization in Asplund spaces. SIAM J. Optim., 12(3), 656–668 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  45. Beauzamy, B.: Introduction to Banach Spaces and their Geometry, Mathematic Studies 68, North–Holland, Amsterdam, 1985

  46. Diestel, J.: Geometry of Banach Spaces, Selected topics, Lecture Notes in Mathematics 485, Springer Verlag, Berlin, 1975

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Correspondence to Jean-Paul Penot or Robert Ratsimahalo.

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The research of this work has been partly carried out when the second author was visiting the Department of Mathematics at the Chinese University of Hong-Kong, at the invitation of Prof. K.F. NG. The visit was made possible by financial supports from the Research Council of Hong-Kong, and from the General Consulate of France

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Penot, JP., Ratsimahalo, R. Subdifferentials of Distance Functions, Approximations and Enlargements. Acta Math Sinica 23, 507–520 (2007). https://doi.org/10.1007/s10114-005-0763-6

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