Abstract
In this paper, some new nonlinear scalarization functions are introduced and some of their properties are investigated. Using these functions and the polar cone, we characterize set optimal solutions of set optimization problems. Also, some relationships between the cone-convexity (resp. cone-quasiconvexity) of a set-valued map and the convexity (resp. quasiconvexity) of its scalarized versions are established.
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Aubin, J.P., Cellina, A.: Differential Inclusions: Set-Valued Maps and Viability Theory, Grundlehren Math. Wiss., vol. 264. Springer, Berlin (1984)
Aubin, J.P., Frankowska, H.: Set-Valued Analysis. Birkhauser, Boston (1990)
Klein, E., Thompson, A.C.: Theory of Correspondences. Including Applications to Mathematical Economics. In: Canad. Math. Soc. Ser. Monographs Adv. Texts. Wiley, New York (1984)
Maeda, T.: Multi-objective Decision Making and Its Applications to Economic Analysis. Makino-Syoten (1996)
Chen, G.Y., Jahn, J.: Optimality conditions for set-valued optimization problems. Math. Methods Oper. Res. 48, 187–200 (1998)
Corley, H.W.: Existence and Lagrangian duality for maximizations of set-valued functions. J. Optim. Theory Appl. 54, 498–501 (1987)
Ha, T.X.D.: Lagrange multipliers for set-valued optimization problems associated with coderivatives. J. Math. Anal. Appl. 311, 647–663 (2005)
Kuroiwa, D., Tanaka, T., Ha, T.X.D.: On cone convexity of set-valued maps. Nonlinear Anal. TMA 30(3), 1487–1496 (1997)
Kuroiwa, D.: The natural criteria in set-valued optimization. RIMS Kokyuroku 1031, 85–90 (1998)
Hernández, E., Rodríguez-Marín, L., Sama, M.: On solutions of set-valued optimization problems. J. Optim. Comput. Math. Appl. 60, 1401–1408 (2010)
Jahn, J., Ha, T.X.D.: New order relations in set optimization. J. Optim. Theory Appl. 148, 209–236 (2011)
Jahn, J.: Vectorization in set optimization. J. Optim. Theory Appl. (2013). doi:10.1007/s10957-013-0363-z
Maeda, T.: On optimization problems with set-valued objective maps: existence and optimality. J. Optim. Theory Appl. 153, 263–279 (2012)
Gerth, C., Weidner, P.: Nonconvex separation theorems and some applications in vector optimization. J. Optim. Theory Appl. 67, 297–320 (1990)
Luc, D.T.: Theory of Vector Optimization, Lecture Notes in Econom. and Math. Systems, vol. 319. Springer, Berlin (1989)
Göpfert, A., Tammer, C., Riahi, R., Zălinescu, C.: Variational Methods in Partially Ordered Spaces. Springer, New York (2003)
Gutiérrez, C., Miglierina, E., Molho, E., Novo, V.: Pointwise well-posedness in set optimization with cone proper sets. Nonlinear Anal. 75, 1822–1833 (2012)
Hernández, H., Rodríguez-Marín, L.: Nonconvex scalarization in set optimization with set-valued maps. J. Math. Anal. Appl. 325, 1–18 (2007)
Hamel, A., Löhne, A.: Minimal element theorems and Ekelands principle with set relations. J. Nonlinear Convex Anal. 7, 19–37 (2006)
Khoshkhabar-amiranloo, S., Soleimani-damaneh, M.: Scalarization of set-valued optimization problems and variational inequalities in topological vector spaces. Nonlinear Anal. 75, 1429–1440 (2012)
Zhang, W.Y., Li, S.J., Teo, K.L.: Well-posedness for set optimization problems. Nonlinear Anal. 71, 3769–3778 (2009)
Ha, T.X.D.: Some variants of the Ekeland variational principle for a set-valued map. J. Optim. Theory Appl. 124, 187–206 (2005)
Sach, P.H.: New nonlinear scalarization functions and applications. Nonlinear Anal. 75, 2281–2292 (2012)
Nam, N.M., Zălinescu, C.: Variational analysis of directional minimal time functions and applications to location problems. Set-Valued Var. Anal. 21(2), 405–430 (2013)
La Torre, D., Popovici, N., Rocca, M.: Scalar characterizations of weakly cone-convex and weakly cone-quasiconvex functions. Nonlinear Anal. 72, 1909–1915 (2010)
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The authors are grateful to the anonymous referees for their helpful comments on the first version of this paper.
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Khoshkhabar-amiranloo, S., Khorram, E. & Soleimani-damaneh, M. Nonlinear scalarization functions and polar cone in set optimization. Optim Lett 11, 521–535 (2017). https://doi.org/10.1007/s11590-016-1027-3
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DOI: https://doi.org/10.1007/s11590-016-1027-3