Abstract
It is shown that a convenient subdifferential for the class of quasiconvex functions is variational. This property combines a variational principle with a kind of weak fuzzy sum rule. It entails a number of useful properties. The subdifferential considered here is the lower subdifferential at the origin (in the sense of Plastria) of the incident derivative or inner epiderivative of the function.
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References
De Finetti, B., Sulle Stratificazioni Convesse, Annali di Matematica Pura ed Applicata, Vol. 30, pp. 173–183, 1949.
Crouzeix, J. P., Continuity and Differentiability Properties of Quasiconvex Functions on ℝ, Generalized Concavity in Optimization and Economics, Edited by S. Schaible and W. T. Ziemba, Academic Press, New York, NY, pp. 109–130, 1981.
Crouzeix, J. P., About Differentiability of Order One of Quasiconvex Functions on ℝ, Journal of Optimization Theory and Applications, Vol. 36, pp. 367–385, 1982.
Plastria, F., Lower Subdifferentiable Functions and Their Minimization by Cutting Plane, Journal of Optimization Theory and Applications, Vol. 46, pp. 37– 54, 1994.
Penot, J. P., Are Generalized Derivatives Useful for Generalized Convexity?, Proceedings of the Symposium on Generalized Convexity, Edited by J. P. Crouzeix, J. E. Martinez-Legaz, and M. Volle, Kluwer Academic Publishers, Dordrecht, Netherlands, pp. 1–60, 1998.
Penot, J. P., What is Quasiconvex Analysis?, Optimization, Vol. 47, pp. 35–110, 2000.
Penot, J. P., and Zalinescu, C., Elements of Quasiconvex Subdifferential Analysis, Journal of Convex Analysis, Vol. 7, pp. 243–269, 2000.
Penot, J. P., Well Behavior, Well-Posedness, and Nonsmooth Analysis, Pliska Studia Mathematika Bulgarica, Vol. 12, pp. 1001–1050, 1998.
Huang, L. R., Ng, K. F., and Penot, J. P., On Minimizing and Critical Sequences in Nonsmooth Optimization, SIAM Journal on Optimization, Vol. 10, pp. 999–1019, 2000.
Penot, J. P., Directionally Limiting Subdifferentials and Second-Order Optimality Conditions, Preprint, University of Pau, Pau, France, 1998.
Penot, J. P., On the Relations between Some Second-Order Derivatives, Preprint, University of Pau, Pau, France, 1998.
Penot, J. P., Miscellaneous Incidences of Convergence Theories in Optimization and Nonlinear Analysis, Part 2: Applications in Nonsmooth Analysis, Recent Advances in Nonsmooth Optimization, Edited by D. Z. Du, L. Qi, and R. S. Womersley, World Scientific, Singapore, Republic of Singapore, pp. 289–321, 1995.
Penot, J. P., Compactness Properties, Openness Criteria, and Coderivatives, Set-Valued Analysis, Vol. 6, pp. 363–380, 1999.
Ioffe, A. D., On Subdifferentiability Spaces, Annals of the New York Academy of Sciences, Vol. 410, pp. 107–119, 1983.
Ioffe, A. D., Subdifferentiability Spaces and Nonsmooth Analysis, Bulletin of the American Mathematical Society, Vol. 10, pp. 87–89, 1984.
Penot, J. P., Subdifferential Calculus and Subdifferential Compactness, Proceedings of the 2nd Catalan Days on Applied Mathematics, Edited by M. Sofonea and J. N. Corvellec, Presses Universitaires de Perpigan, Perpignan, France, pp. 209–226, 1995.
Ioffe, A. D., and Penot, J. P., Subdifferentials of Performance Functions and Calculus of Coderivatives of Set-Valued Mappings, Serdica Mathematical Journal, Vol. 22, pp. 359–384, 1996.
Ioffe, A.D., Approximate Subdifferentials and Applications, Part 3: The Metric Theory, Mathematika, Vol. 36, pp. 1–38, 1989.
Michel, P., and Penot, J. P., A Generalized Derivative for Calm and Stable Functions, Differential and Integral Equations, Vol. 5, pp. 433–454, 1992.
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Penot, J.P. Variational Subdifferential for Quasiconvex Functions. Journal of Optimization Theory and Applications 111, 165–171 (2001). https://doi.org/10.1023/A:1017579516340
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DOI: https://doi.org/10.1023/A:1017579516340