Abstract
This chapter largely discusses some major notions of optimal/efficient solutions in multiobjective optimization and studies general necessary conditions for minimal points of sets and for minimizers of constrained set-valued optimization problems with respect to extended Pareto preference relations.
Keywords
- Multiobjective Optimization
- Minimal Point
- Multiobjective Optimization Problem
- Extremal Principle
- Feasible Allocation
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References
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 Cybernet. 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. 52, 452–562 (2007)
Bao, T.Q., Mordukhovich, B.S.: Necessary conditions for super minimizers in constrained multiobjective optimization. J. Global Optim. 43, 533–552 (2009)
Bao, T.Q., Mordukhovich, B.S.: Relative Pareto minimizers in multiobjective optimization: Existence and optimality conditions. Math. Program. 122, 301–347 (2010)
Bao, T.Q., Mordukhovich, B.S.: Set-valued optimization in welfare economics. Adv. Math. Econ. 13, 113–153 (2010)
Bao, T.Q., Mordukhovich, B.S.: Necessary optimality conditions and applications to welfare economics. Comm. Pure Appl. Math. Accepted (2010)
Bellaassali, S., Jourani, A.: Lagrange multipliers for multiobjective programs with a general preference. Set-Valued Anal. 16, 229–243 (2008)
Borwein, J.M., Goebel, R.: Notions of relative interior in Banach spaces. J. Math. Sci. 115, 2542–2553 (2003)
Borwein, J.M., Lewis, A.S.: Partially finite convex programming, Part I: Quasi relative inteiors and duality theory. Math. Program. 57, 15–48 (1992)
Durea, M., Dutta, J.: Lagrange multipliers for Pareto minima in general Banach spaces. Pac. J. Optim. 4(2008) 447-463
Durea, M., Dutta, J., Tammer, C.: Lagrange multipliers for ε-Pareto solutions in vector optimization with non-solid cones in Banach spaces. J. Optim. Theory Appl. 145, 169–211 (2010)
Durea, M., Strugariu, R.: On some Fermat rules for set-valued optimization problems. Optimization. Accepted (2010)
Durea, M., Tammer, C.: Fuzzy necessary optimality conditions for vector optimization problems. Optimization 58, 449–467 (2009)
Dutta, J., Tammer, C.: Lagrangian conditions for vector optimization in Banach spaces. Math. Meth. Oper. Res. 64, 521–541 (2006)
Göpfert, A., Riahi, H., Tammer, C., Zălinescu, C.: Variational Methods in Partially Ordered Spaces. CMS Books in Mathematics 17, Springer, New York (2003)
Guerraggio, A., Luc, D.T.: Properly maximal points in product spaces. Math. Oper. Res. 31, 305–315 (2006)
Ha, T.X.D.: Versions of the Ekeland variational principle for approximate Henig proper minimizers and approximate super minimizers of a set-valued map involving coderivatives. J. Math. Anal. Appl. 354, 156–170 (2010)
Hurwicz, L., Uzawa, H.: A note on Largrangian saddle-points. In: Arrow, K.J., Karlin, S., Suppes, P. (eds.) Studies in Linear and Non-Linear Programming, pp. 103–113. Stanford University Press, Stanford, California (1958)
Kruger, A.Y., Mordukhovich, B.S.: Extremal points and the Euler equation in nonsmooth optimization. Dokl. Akad. Nauk BSSR 24, 684–687 (1980)
Ioffe, A.D.: Variational analysis and mathematical economics, I: Subdifferential calculus and the second theorem of welfare economics. Adv. Math. Econ. 12, 71–95 (2009)
Jahn, J.: Vector Optimization: Theory, Applications and Extensions. Springer, Berlin (2004)
Jofré, A.: A second welfare theorem in nonconvex economies. In: Théra, M. (ed) Constructive, Experimental and Nonlinear Analysis. Canad. Math. Soc. Conf. Proc. 27, 175–184 (2000)
Jofré, A., Cayupi, J.R.: A nonconvex separation property and some applications. Math. Program. 108, 37–51 (2006)
Khan, M.A.: Ioffe’s normal cone and the foundations of welfare economics: The infinite dimensional theory. J. Math. Anal. Appl. 161, 284–298 (2001)
Khan, M.A.: The Mordukhovich normal cone and the foundations of welfare economics. J. Public Economic Theory 1, 309–338 (1999)
Luc, D.T.: Theory of Vector Optimization. Springer, Berlin (1989)
Luo, Z.-Q., Pang, J.-S., Ralph, D.: Mathematical Programs with Equilibrium Constraints. Cambridge University Press, Cambridge, United Kingdom (1996)
Mas-Colell, A.: The Theory of General Economic Equilibrium. Econometric Society Monographs 9, Cambridge University Press, Cambridge, United Kingdom (1985)
Mordukhovich, B.S.: Maximum principles in problems of time optimal control with nonsmooth constraints. J. Appl. Math. Mech. 40, 960–969 (1976)
Mordukhovich, B.S.: Metric approximations and necessary optimality conditions for general classes of extremal problems. Soviet Math. Dokl. 22, 526–530 (1980)
Mordukhovich, B.S.: Complete characterization of openness, metric regularity, and Lipschitzian properties of multifunctions. Trans. Amer. Math. Soc. 340, 1–35 (1993)
Mordukhovich, B.S.: Abstract extremal principle with applications to welfare economics. J. Math. Anal. Appl. 161, 187–212 (2000)
Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, I: Basic Theory. Grundlehren Series (Fundamental Principles of Mathematical Sciences) 330. Springer, Berlin (2006)
Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, II: Applications. Grundlehren Series (Fundamental Principles of Mathematical Sciences) 331, Springer, Berlin (2006)
Mordukhovich, B.S., Shao, Y.: Nonsmooth sequential analysis in Asplund spaces. Trans. Amer. Math. Soc. 348, 1235–1280 (1996)
Mordukhovich, B.S., Treiman, J.S., Zhu, Q.J.: An extended extremal principle with applications to multiobjective optimization. SIAM J. Optim. 14, 359–379 (2003)
Outrata, J.V., Kocvara, M., Zowe, J.: Nonsmooth Approach to Optimization Problems with Equilibrium Constraints. Kluwer, Dordrecht, The Netherlands (1998)
Rockafellar, R.T.: Directional Lipschitzian functions and subdifferential calculus. Proc. London Math. Soc. 39, 331–355 (1989)
Rockafellar, R.T., Wets, R.J-B.: Variational Analysis. Grundlehren Series (Fundamental Principles of Mathematical Sciences) 317, Springer, Berlin (1998)
Samuelson, P.A.: Foundations of Economic Analysis. Harvard University Press, Cambridge, Massachusetts (1947)
Stadler, W.: Preference optimality in multicriteria control and programming problems. Nonlin. Anal. 4, 51–65 (1980)
Stadler, W.: Initiators of multiobjective optimization. In: Stadler, W. (ed.) Multiobjective Optimization in Engineering and in Sciences, pp. 3–25. Series in Mathematical Concepts and Mathematics in Science and Engineering 37. Plenum Press, New York (1988)
Gerth (Tammer), C., Weidner, P.: Nonconvex separation theorems and some applications in vector optimization. J. Optim. Theory Appl. 67, 297–320 (2006)
Yang, X.M., Li, D., Wang, S.Y.: Nearly-subconvexilikeness in vector optimization with set-valued functions. J. Optim. Theory Appl. 110, 413–427 (2001)
Zheng, X.Y., Ng, K.F.: The Fermat rule for multifunctions on Banach spaces. Math. Program. 104, 69–90 (2005)
Zheng, X.Y., Ng, K.F.: The Lagrange multiplier rule for multifunctions in Banach spaces. SIAM J. Optim. 17, 1154–1175 (2006)
Zhu, Q.J.: Hamiltonian necessary conditions for a multiobjective optimal control problems with endpoint constraints. SIAM J. Control Optim. 39, 97–112 (2000)
Acknowledgements
Research of the first author was partially supported by the NMU Faculty Grant FG-5-54844. Research of the second author was partially supported by the US National Science Foundation under grants DMS-0603846 and DMS-1007132 and by the Australian Research Council under grant DP-12092508.
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Bao, T.Q., Mordukhovich, B.S. (2012). Extended Pareto Optimality in Multiobjective Problems. In: Ansari, Q., Yao, JC. (eds) Recent Developments in Vector Optimization. Vector Optimization, vol 1. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21114-0_13
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