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Extremal Systems for Sets and Multifunctions in Multiobjective Optimization with Variable Ordering Structures

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Abstract

In this paper, we study extremal systems for sets and multifunctions in multiobjective optimization with variable/nonconstant ordering structures, which reduce to vector optimization when an ordering structure is constant, i.e., it is defined by a fixed ordering cone/set. It is important to mention that we do not impose either convexity or nonempty interiority property on ordering structures. Based on these systems, we derive verifiable necessary conditions for nondominated solutions to multiobjective problems with geometric constraints. Examples are provided to illustrate the usage of the obtained results.

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References

  1. Bao, T.Q.: Subdifferential necessary conditions in set-valued optimization with equilibrium constraints. Optimization 63, 181–205 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bao, T.Q., Mordukhovich, B.S.: Relative Pareto minimizers in multiobjective optimization: Existence and optimality conditions. Math. Program. Ser. A 122, 301–347 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bao, T.Q., Mordukhovich, B.S.: Set-valued optimization in welfare economics. Adv. Math. Econ. 13, 113–153 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bao, T.Q., Mordukhovich, B.S.: Extended Pareto optimality in multiobjective problem. In: Ansari, Q.H., Yao, J.-C (eds.) Recent Advances in Vector Optimization, pp. 467–515. Springer, Berlin (2011)

  5. Bao, T.Q., Mordukhovich, B.S.: Refined necessary conditions in multiobjective optimization with applications to microeconomic modeling. Discret. Contin. Dyn. Syst. 31, 1069–1096 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  6. Bao, T.Q., Mordukhovich, B.S.: Necessary nondomination conditions in set and vector optimization with variable ordering structures. J. Optim. Theory Appl. 162, 350–370 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  7. Bellaassali, S., Jourani, A.: Lagrange multipliers for multiobjective programs with a general preference. Set-Valued Anal. 16, 229–243 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  8. Bergstresser, K., Yu, P.L.: Domination structures and multicriteria problems in N-person games. Theory Decis. 8, 5–48 (1977)

    Article  MathSciNet  MATH  Google Scholar 

  9. Bergstresser, K., Charnes, A., Yu, P.L.: Generalization of domination structures and nondominated solutions in multicriteria decision making. J. Optim. Theory Appl. 18, 3–13 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  10. Eichfelder, G., Ha, T.X.D.: Optimality conditions for vector optimization problems with variable ordering structures. Optimization 62, 597–627 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  11. Engau, A.: Variable preference modeling with ideal-symmetric convex cones. J. Glob. Optim. 42, 295–311 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  12. Göpfert, A., Riahi, H., Tammer, C., Zălinescu, C.: Variational Methods in Partially Ordered Spaces. Springer, New York (2003)

    MATH  Google Scholar 

  13. Jahn, J.: Vector Optimization: Theory, Applications and Extensions. Springer, Berlin (2004)

    Book  Google Scholar 

  14. Luc, D.T.: Theory of Vector Optimization. Springer, Berlin (1989)

    Book  Google Scholar 

  15. 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)

    Article  MathSciNet  MATH  Google Scholar 

  16. Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, I: Basic Theory. Fundamental Principles of Mathematical Sciences, Principles of Mathematical Sciences, vol. 330. Springer, Berlin (2006)

  17. Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, II: Applications. Fundamental Principles of Mathematical Sciences, Principles of Mathematical Sciences, vol. 331. Springer, Berlin (2006)

  18. Rockafellar, R.T.,Wets, R.J.-B.: Variational Analysis. Grundlehren der Mathematischen Wissenschaften, vol. 317. Springer, Berlin (1998)

  19. Rubinov, A.M., Gasimov, R.N.: Scalarization and nonlinear scalar duality for vector optimization with preferences that are not necessarily a pre-order relation. J. Glob. Optim. 29, 455–477 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  20. Stadler, W.: Initiators of multiobjective optimization. In: Stadler, W. (ed.) Multiobjective Optimization in Engineering and in Sciences Stadler, Series in Mathematical Concepts and Mathematics in Science and Engineering, Engineering, vol. 37, pp. 3–25. Plenum Press, New York (1988)

  21. Gerth (Tammer), Chr., Weidner, P.: Nonconvex separation theorems and some applications in vector optimization. J. Optim. Theory Appl. 67, 297–320 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  22. Yu, P.L.: Cone convexity, cone extreme points, and nondominated solutions in decision problems with multiobjectives. J. Optim. Theory Appl. 14, 319–377 (1974)

    Article  MATH  Google Scholar 

  23. Yu, P.L.: Multiple-Criteria Decision Making: Concepts, Techniques and Extensions. Plenum Press, New York (1985)

    Book  MATH  Google Scholar 

  24. Zhu, Q.J.: Hamiltonian necessary conditions for a multiobjective optimal control problems with endpoint constraints. SIAM J. Control Optim. 39, 97–112 (2000)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgments

The authors are gratefully indebted to the anonymous referee for their helpful remarks.

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Correspondence to Truong Q. Bao.

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Dedicated to Professor Boris Mordukhovich on the occasion of his 65th birthday.

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Bao, T.Q. Extremal Systems for Sets and Multifunctions in Multiobjective Optimization with Variable Ordering Structures. Vietnam J. Math. 42, 579–593 (2014). https://doi.org/10.1007/s10013-014-0099-6

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  • DOI: https://doi.org/10.1007/s10013-014-0099-6

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