Abstract
This paper concerns the study of the so-called super minimizers related to the concept of super efficiency in constrained problems of multiobjective optimization, where cost mappings are generally set-valued. We derive necessary conditions for super minimizers on the base of advanced tools of variational analysis and generalized differentiation that are new in both finite-dimensional and infinite-dimensional settings for problems with single-valued and set-valued objectives.
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Bao T.Q., Gupta P., Mordukhovich B.S.: Necessary conditions in multiobjective optimization with equilibrium constraints. J. Optim. Theory Appl. 135, 179–203 (2007)
Bao T.Q., Mordukhovich B.S.: Variational principles for set-valued mappings with applications to multiobjective optimization. Control Cybern. 36, 531–562 (2007)
Bao T.Q., Mordukhovich B.S.: Existence of minimizers and necessary conditions in set-valued optimization with equilibrium constraints. Appl. Math. 26, 452–562 (2007)
Bednarczuk E.: Stability analysis for parametric vector optimization problems. Diss. Math. 442, 126 (2007)
Benson H.P.: An improved definition of proper efficiency for vector maximization with respect to cones. J. Math. Anal. Appl. 71, 232–241 (1979)
Borwein J.M.: Proper efficient points for maximization with respect to cones. SIAM J. Control Optim. 15, 57–63 (1977)
Borwein J.M., Zhu Q.J.: Techniques of Variational Analysis. Canadian Mathematical Society Series, vol. 20. Springer, New York (2005)
Borwein J.M., Zhuang D.M.: Super efficiency in vector optimization. Trans. Amer. Math. Soc. 338, 105–122 (1993)
Geoffrion A.M.: Proper efficientcy and the theory of vector maximization. J. Math. Anal. Appl. 22, 618–630 (1968)
Göpfert A., Riahi H., Tammer C., Zălinescu C.: Variational Methods in Partially Ordered Spaces. CMS Books in Mathematics, vol. 17. Springer, New York (2003)
Guerraggio A., Luc D.T.: Properly minimal points in product spaces. Math. Oper. Res. 31, 305–315 (2006)
Huang, H.: The Lagrange multiplier rule for super efficiency in vector optimization. J. Math. Anal. Appl. (2007), to appear
Jahn J.: Vector Optimization: Theory, Applications and Extensions, Series in Operations Research and Decision Theory. Springer, New York (2004)
Kuhn H.W., Tucker A.W.: Nonlinear programming. In: Neyman, J.(eds) Proceedings of the Second Berkeley Symposium on Mathematical Statictis and Probability, pp. 481–492. University of California Press, Berkeley (1951)
Luc D.T.: Theory of Vector Optimization, Lecture Notes Econ. Math. Syst., vol. 319. Springer, Berlin (1989)
Mordukhovich B.S.: Variational Analysis and Generalized Differentiation, I: Basic Theory, Grundlehren Series (Fundamental Principles of Mathematical Sciences), vol. 330. Springer, Berlin (2006)
Mordukhovich B.S.: Variational Analysis and Generalized Differentiation, II: Applications, Grundlehren Series (Fundamental Principles of Mathematical Sciences), vol. 331. Springer, Berlin (2006)
Mordukhovich B.S., Nam N.M., Yen N.D.: Fréchet subdifferential calculus and optimality conditions in nondifferentiable programming. Optimization 55, 685–708 (2006)
Rockafellar R.T.: Maximal monotone relations and the second derivatives of nonsmooth functions. Ann. Inst. H. Poincaré: Analyse Non Linéaire 2, 167–184 (1985)
Rockafellar R.T., Wets R.J.-B.: Variational Analysis, Grundlehren Series (Fundamental Principles of Mathematical Sciences), vol. 317. Springer, Berlin (1998)
Zheng X.Y., Yang X.M., Teo K.L.: Super efficiency of vector optimization in Banach spaces. J. Math. Anal. Appl. 327, 453–460 (2007)
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Bao, T.Q., Mordukhovich, B.S. Necessary conditions for super minimizers in constrained multiobjective optimization. J Glob Optim 43, 533–552 (2009). https://doi.org/10.1007/s10898-008-9336-4
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DOI: https://doi.org/10.1007/s10898-008-9336-4
Keywords
- Variational analysis
- Nonsmooth and multiobjective optimization
- Super efficiency and super minimizers
- Generalized differentiation
- Necessary optimality conditions