Abstract
In this paper we present two main situations when the limit of Pareto minima of a sequence of perturbations of a set-valued map F is a critical point of F. The concept of criticality is understood in the Fermat generalized sense by means of limiting (Mordukhovich) coderivative. Firstly, we consider perturbations of enlargement type which, in particular, cover the case of perturbation with dilating cones. Secondly, we present the case of Aubin type perturbations, and for this we introduce and study a new concept of openness with respect to a cone.
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Arutyunov, A.V., Avakov, E.R., Zhukovskiy, S.E.: Stability theorems for estimating the distance to a set of coincidence points. SIAM J. Optim. 25, 807–828 (2015)
Aubin, J.P., Frankowska, H.: Set-Valued Analysis. Birkäuser, Basel (1990)
Azé, D., Chou, C.C., Penot, J.-P.: Subtraction theorems, and approximate openness for multifunctions: topological and infinitesimal viewpoints. J. Math. Anal. Appl. 221, 33–58 (1998)
Bao, T.Q., Mordukhovich, B.S.: Relative Pareto minimizers for multiobjective problems: existence and optimality conditions. Math. Program. 122, 301–347 (2010)
Cibulka, R., Fabian, M., Kruger, A.Y.: On semiregularity of mappings. J. Math. Anal. Appl. 473, 811–836 (2019)
Dontchev, A.L., Frankowska, H.: Lyusternik–Graves theorem and fixed points. Proc. Am. Math. Soc. 139, 521–534 (2011)
Dontchev, A.L., Rockafellar, R.T.: Implicit Functions and Solution Mappings, 2nd edn. Springer, Dordrecht (2014)
Durea, M., Dutta, J., Tammer, Chr: Bounded sets of Lagrange multipliers for vector optimization problems in infinite dimension. J. Math. Anal. Appl. 348, 589–606 (2008)
Durea, M., Dutta, J., Tammer, Chr: Stability properties of KKT points in vector optimization. Optimization 60, 823–838 (2011)
Durea, M.: On the existence and stability of approximate solutions of perturbed vector equilibrium problems. J. Math. Anal. Appl. 333, 1165–1176 (2007)
Durea, M., Strugariu, R.: On some Fermat rules for set-valued optimization problems. Optimization 60, 575–591 (2011)
Durea, M., Strugariu, R.: Openness stability and implicit multifunction theorems. Applications to variational systems. Nonlinear Anal. Theory Methods Appl. 75, 1246–1259 (2012)
Durea, M., Strugariu, R.: Chain rules for linear openness in general Banach spaces. SIAM J. Optim. 22, 899–913 (2012)
Durea, M., Strugariu, R.: Vectorial penalization for generalized functional constrained problems. J. Glob. Optim. 68, 899–923 (2017)
Gaydu, M., Geoffroy, M.H., Jean-Alexis, C., Nedelcheva, D.: Stability of minimizers of set optimization problems. Positivity 21, 127–141 (2017)
Giorgi, G., Jiménez, B., Novo, V.: Approximate Karush–Kuhn–Tucker condition in multiobjective optimization. J. Optim. Theory Appl. 171, 70–89 (2016)
Göpfert, A., Riahi, H., Tammer, C., Zălinescu, C.: Variational Methods in Partially Ordered Spaces. Springer, Berlin (2003)
Huang, X.X.: Convergence of a class of penalty methods for constrained scalar set-valued optimization. J. Glob. Optim. 56, 1501–1513 (2013)
Ioffe, A.D.: Variational Analysis of Regular Mappings: Theory and Applications. Springer, Cham (2017)
Kapoor, S., Lalitha, C.S.: Stability in unified semi-infinite vector optimization. J. Global Optim. 74, 383–399 (2019)
Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, Vol. I: Basic Theory, Vol. II: Applications. Springer, Berlin (2006)
Mordukhovich, B.S.: Variational Analysis and Applications. Springer, Cham (2018)
Nocedal, J., Wright, S.: Numerical Optimization. Springer, New York (2006)
Shukla, P.K., Dutta, J., Deb, K., Kesarwani, P.: On a practical notion of Geoffrion proper optimality in multicriteria optimization. Optimization 69, 1513–1539 (2020)
Ursescu, C.: Inherited openness. Revue Roumaine des Mathématiques Pures et Appliquées 41, 401–416 (1996)
White, D.J.: Multiobjective programming and penalty functions. J. Optim. Theory Appl. 43, 583–599 (1984)
Acknowledgements
This research of Marius Durea was supported by the Grant PN-III-P4-ID-PCE-2016-0188 of Romanian Ministry of Research and Innovation, CNCS-UEFISCDI. The research of Radu Strugariu was supported by the Grant PN-III-P1-1.1-TE-2016-0868 of Romanian Ministry of Research and Innovation, CNCS-UEFISCDI. The authors would like to thank the referees and the Associate Editor for their costructive comments.
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Durea, M., Strugariu, R. On the sensitivity of Pareto efficiency in set-valued optimization problems. J Glob Optim 78, 581–596 (2020). https://doi.org/10.1007/s10898-020-00925-9
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DOI: https://doi.org/10.1007/s10898-020-00925-9