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Equicalmness and Epiderivatives That Are Pointwise Limits

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Abstract

Recently, Moussaoui and Seeger (Ref. 1) studied the monotonicity of first-order and second-order difference quotients with primary goal the simplification of epilimits. It is well known that epilimits (lim inf and lim sup) can be written as pointwise limits in the case of a sequence of functions that is equi-lsc. In this paper, we introduce equicalmness as a condition that guarantees equi-lsc, and our primary goal is to give conditions that guarantee that first-order and second-order difference quotients are equicalm. We show that a piecewise-C 1 function f with convex domain is epidifferentiable at any point EquationSource % MathType!MTEF!2!1!+-% feaafiart1ev1aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLn% hiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr% 4rNCHbGeaGqiVu0Je9sqqrpepC0xbbL8F4rqqrFfpeea0xe9Lq-Jc9% vqaqpepm0xbba9pwe9Q8fs0-yqaqpepae9pg0FirpepeKkFr0xfr-x% fr-xb9adbaqaaeGaciGaaiaabeqaamaabaabaaGcbaGaamiEaaaa!36EA! of its domain. We also show that a convex piecewise C 2-function (polyhedral pieces) is twice epidifferentiable. We thus obtain a modest extension of the Rockafellar result concerning the epidifferentiability of piecewise linear-quadratic convex functions.

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References

  1. Moussaoui, M., and Seeger, A., On Monotonicity of First-and Second-Order Differential Quotients, Preprint, Université d'Avignon, 1995.

  2. Attouch, H., Variational Convergence for Functions and Operators, Pitman, Boston, Massachusetts, 1984.

    Google Scholar 

  3. Dolecki, S., Salinetti, G., and Wets, R. J. B., Convergence of Functions: Equi-Semi-Continuity, Transactions of the American Mathematical Society, Vol. 276, pp. 409–429, 1983.

    Google Scholar 

  4. Rockafellar, R. T., First-and Second-Order Epidifferentiability in Nonlinear Programming, Transactions of the American Mathematical Society, Vol. 307, pp. 75–107, 1988.

    Google Scholar 

  5. Penot, J. P., Sequential Derivatives and Composite Optimization, Revue Roumaine de Mathématiques Pures et Appliqués, Vol. 40, pp. 501–519, 1995.

    Google Scholar 

  6. Poliquin, R. A., and Rockafellar, R. T., Prox-regular Functions in Variational Analysis, Transactions of the American Mathematical Society, Vol. 348, pp. 1805–1838, 1996.

    Google Scholar 

  7. Poliquin, R. A., and Rockafellar, R. T., Generalized Hessian Properties of Regularized Nonsmooth Functions, SIAM Journal on Optimization, Vol. 6, pp. 1121–1137, 1996.

    Google Scholar 

  8. Ioffe, A. D., Variational Analysis of a Composite Function: A Formula for the Lower Second-Order Epiderivative, Journal of Mathematical Analysis and Applications, Vol. 160, pp. 379–405, 1991.

    Google Scholar 

  9. Rockafellar, R. T., Generalized Directional Derivatives and Subgradients of Nonconvex Functions, Canadian Journal of Mathematics, Vol. 32, pp. 157–180, 1980.

    Google Scholar 

  10. Cominetti, R., On Pseudodifferentiability, Transactions of the American Mathematical Society, Vol. 324, pp. 843–865, 1991.

    Google Scholar 

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Azé, D., Poliquin, R.A. Equicalmness and Epiderivatives That Are Pointwise Limits. Journal of Optimization Theory and Applications 96, 555–573 (1998). https://doi.org/10.1023/A:1022660427548

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  • DOI: https://doi.org/10.1023/A:1022660427548

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