Abstract
In the lines of H. Attouch and R. Wets, two kinds of variational metrics are introduced between closed proper classes of convex-concave functions. The comparison between these two distances gives rise to a metric stability result for the associated saddle-points.
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References
Attouch, H.: Variational convergence for functions and operators. Pitman Applicable Mathematics Series (1984).
Attouch, H.; Aze, D. and Wets, R.: Convergence of convex-concave saddle functions: continuity properties of the Legendre-Fenchel transform with applications to convex programming and mechanics. Publication AVAMAC no. 85–08, Perpignan (1985).
Attouch, H.; Aze, D. and Wets, R.: On continuity of the partial Legendre-Fenchel transform: convergence of sequences of augmented Lagrangian functions, Moreau- Yosida approximates and subdifferential operators. Technical report I.I.A.S.A, Laxenburg, Austria, to appear in Proceedings of “Journées Fermat”, North Holland (1986).
Attouch, H. and Wets, R.: A convergence theory for saddle functions. Trans. A.M.S., Vol. 280, No. 1 (1983), 1–41.
Attouch, H. and Wets, R.: A convergence for bivariate functions aimed at the convergence of saddle values. Math. Theor. of Opt. (Cecconi, J. P.; Zolezzi, T., eds.) Springer Lect. Notes in Math., No. 979 (1981).
Attouch, H. and Wets, R.: Isometries for the Legendre-Fenchel transform. To appear in Trans, of the A.M.S. (1986).
Auslender, A.: Problèmes de Minimax via l’analyse convexe et les inégalités variationnelles: théorie et algorithmes. Springer Lect. Notes in Economics and Mathematical systems, No. 77 (1972).
Aze, D.: Epi-convergence et dualité. Applications à la convergence des variables primales et duales pour des suites de problèmes d’optimisation convexe. Tech, report AVAMAC - No. 84–12, Perpignan (1984).
Aze, D.: Rapidité de convergence des points-selles des fonctions convexe-concave. Tech, report AVAMAC, Perpignan (1986).
Aze, D.: Rapidité de convergence pour une somme de fonctions convexes. Tech, report AVAMAC, Perpignan (1986).
Bank, B; Guddat, J.; Klatte, D.; Kummer, B. and Tammer, K.: Non linear parametric optimization. Birkhâuser Verlag (1983).
Bergstrom, R. C.: Optimization, convergence and duality. Ph. D Thesis, University of Illinois (1980).
Brezis, H.: Operateurs maximaux monotones et semi-groupes de contractions dans les espaces de Hilbert. North-Holland (1971).
Cavazutti, E.: T-convergenza multipla convergenza di punti di sella e di max-min. Boll. Uni. Mat. It al. 6, 1-B (1982), 251–276.
De Giorgi, E.: Convergence problems for functions and operators. Proc. int. meet, on recent methods in nonlinear analysis, Roma 1978, Pitagora (ed. ), Bologna 1979.
Ekeland, I. and Temam, R.: Analyse convexe et problèmes variationnels. Dunod (1974).
Fiacco, A. V.: Introduction to sensitivity and stability analysis in nonlinear programming. Academic Press, New York (1983).
Fortin, M. and Glowinski, R.: Methodes de Lagrangien augmenté. Dunod (1982).
Fougeres, A. and Truffert, A.: Régularisation s.c.i. et T-convergence, approximations inf-convolutives associées à un référentiel. To appear in Ann. Di Mat. Pura ed Appi. (1986).
Joly, J.-L.: Une famille de topologies et de convergences sur l’ensemble des fonctions convexes pour lesquelles la polarité est bicontinue. J. Math. Pures et appi. 52 (1973), 421–441.
Laurent, P.-J.: Approximation et optimisation. Hermann (1972).
Moreau, J.-J.: Théorèmes “inf-sup”. C.R.A.S., t. 258 (1964), 2720–2722.
Moreau, J.-J.: Fonctionelles convexes. Séminaire du Collège de France (1966).
Mosco, U.: Convergence of convex sets and of solutions of variational inequalities. Advances in Math. 3 (1969), 510–585.
Mosco, U.: On the continuity of the Legendre-Fenchel transformation. Jour. Math, anal. appl. 35 (1971), 518–535.
McLinden, L.: Dual operations on saddle functions. Trans. A.M.S. 179 (1973), 363–381.
McLinden, L. and Bergstrom, R. C.: Preservation of convergence of convex sets and functions in finite dimensions. Trans. A.M.S. 268 (1981), 127–142.
Rockafellar, R. T.: A general correspondence between dual minimax problems and convex programs. Pacific Journal of Math. 25, No. 3 (1968), 597–611.
Rockafellar, R. T.: Monotone operators associated with saddle functions and min-max problems. Proc. Symp. Pure Maths. A.M.S. 18 (1970), 241–250.
Rockafellar, R. T. : Conjugate duality and optimization. Regional conference series in applied mathematics 16 (1974), SIAM
Rockafellar, R. T.: Augmented Lagrangians and applications of the proximal point algorithm in convex programming. Maths of operations research, Vol. 1, No. 2 (1976), 97–116.
Wets, R.: Convergence of convex functions, variational inequalities and convex optimization problems. In: Variational inequalities and complementarity problems, Cottle, R.; Gianessi, F.; Lions, J. L.(eds.); J. Wiley, New York 1980.
Wets, R.: A formula for the level sets of epi-limits and some applications. Mathematical theories of optimization. Cecconi, J.P. and Zolezzi, T.(eds.). Lect. Notes in maths., Springer, No. 983 (1983).
Zolezzi, T.: On stability analysis in mathematical programming. Math. Progr. Study 21 (1984), 227–242.
Zolezzi, T.: Stability analysis in optimization. To appear in proc. International school of Mathematics, Stampachia, G, Erice (1984); Conti, R., De Giorgi, E., Giannessi, F. (eds.).
Dontchev, A. L.: Perturbations, approximation and sensitivity analysis of optimal control systems. L.ct. Notes in control and information sciences, Springer, No. 52 (1983).
Tiba, D.: Regularize ion of saddle functions. Boll. U.M.I. 5, 17-A (1980), 420–427.
Krauss, E. and Tiba, D.: Regularization of saddle functions and the Yosida approximation of monotone operators. An. Sti. Univ. Iasi, T.XXXI, s.Ia (1985).
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Aze, D. (1988). Rate of convergence for the saddle points of convex-concave functions. In: Hoffmann, KH., Zowe, J., Hiriart-Urruty, JB., Lemarechal, C. (eds) Trends in Mathematical Optimization. International Series of Numerical Mathematics/Internationale Schriftenreihe zur Numerischen Mathematik/Série internationale d’Analyse numérique, vol 84. Birkhäuser Basel. https://doi.org/10.1007/978-3-0348-9297-1_1
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DOI: https://doi.org/10.1007/978-3-0348-9297-1_1
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