Summary
We consider a multiobjective optimization problem in ℝn with a feasible set defined by inequality and equality constraints and a set constraint. All the involved functions are, at least, directionally differentiable. We provide sufficient optimality conditions for global and local Pareto minimum under several kinds of generalized convexity. Also Wolfe-type and Mond-Weir-type dual problems are considered, and weak and strong duality theorems are proved.
This research for the second and third authors was partially supported by Ministerio de Ciencia y Tecnología (Spain), project BMF2003-02194. The authors are grateful to the referee for his comments.
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References
Di S (1996) Classical optimality conditions under weaker assumptions SIAM J. Optim. 6:178–197
Di S, Poliquin R (1994) Contingent cone to a set defined by equality and inequality constraints at a Fréchet differentiable point J. Optim. Theory Appl. 81:469–478
Egudo RR (1989) Efficiency and generalized convex duality in multiobjective programs J. Math. Anal. Appl. 138:84–94
Giorgi G, Guerraggio A (1994) First order generalized optimality conditions for programming problems with a set constraint. In: Komlósi S, Rapcsák T, Schaible S (eds.) Generalized convexity, Lecture Notes in Econom. and Math. Systems, 405:171–185, Springer-Verlag, New York
Giorgi G, Jiménez B, Novo V (2004) Minimum principle-type optimality conditions for Pareto problems Int. J. Pure Appl. Math. 10(1):51–68
Giorgi G, Jiménez B, Novo V (2004) On constraint qualification in directionally differentiable multiobjective optimization problems RAIRO Operations Research, 38:255–274
Giorgi G, Komlósi S (1992) Dini derivatives in optimization. Part II Riv. Mat. Sci. Econom. Social., Anno 15(2):3–24
Islam M (1994) Sufficiency and duality in nondifferentiable multiobjective programming Pure Appl. Math. Sci. 39:31–39
Jiménez B, Novo V (2002) Alternative theorems and necessary optimality conditions for directionally differentiable multiobjective programs J. Convex Anal. 9(1):97–116
Kim DS, Lee GM, Lee BS, Cho SJ (2001) Counterexample and optimality conditions in differentiable multiobjective programming J. Optim. Theory Appl. 109(1):187–192
Kim DS, Schaible S (2004) Optimality and duality for invex nonsmooth multiobjective programming Optimization 53(2):165–176
Majumdar AAK (1997) Optimality conditions in differentiable multiobjective programming J. Optim. Theory Appl. 92:419–427
Mishra SK, Wang SY, Lai KK (2005) Optimality and duality for multiple-objective optimization under generalized type I univexity J. Math. Anal. Appl. 303(1):315–326
Mond B, Weir T (1981) Generalized concavity and duality. In: Schaible S, Ziemba WT (eds.) Generalized concavity in optimization and Economics, 263–270, Academic Press. New York
Preda V (1992) On efficiency and duality for multiobjective programs J. Math. Anal. Appl. 166(2):365–377
Singh C (1987) Optimality conditions in multiobjective differentiable programming J. Optim. Theory Appl. 53:115–123
Studniarski M (1986) Necessary and sufficient conditions for isolated local minima of nonsmooth functions SIAM J. Control Optim. 24:1044–1049
Weir T, Mond B (1989) Generalized convexity and duality in multiple programming Bull. Austral. Math. Soc. 39(2):287–299
Wolfe P (1961) A duality theorem for non-linear programming Quart. Appl. Math. 19(3):239–244
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Giorgi, G., Jiménez, B., Novo, V. (2007). Sufficient Optimality Conditions and Duality in Nonsmooth Multiobjective Optimization Problems under Generalized Convexity. In: Generalized Convexity and Related Topics. Lecture Notes in Economics and Mathematical Systems, vol 583. Springer, Berlin, Heidelberg . https://doi.org/10.1007/978-3-540-37007-9_15
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DOI: https://doi.org/10.1007/978-3-540-37007-9_15
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