Abstract
In this paper, by using the notion of strong subdifferential and epsilon-subdifferential, necessary optimality conditions are established firstly for an epsilon-weak Pareto minimal point and an epsilon-proper Pareto minimal point of a vector optimization problem, where its objective function and constraint set are denoted by using differences of two vector-valued maps, respectively. Then, by using the concept of approximate pseudo-dissipativity, sufficient optimality conditions are obtained. As an application of these results, sufficient and necessary optimality conditions are also given for an epsilon-weak Pareto minimal point and an epsilon-proper Pareto minimal point of a vector fractional mathematical programming.
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Taa, A.: ϵ-subdifferentials of set-valued maps and ϵ-weak Pareto optimality for multiobjective optimization. Math. Methods Oper. Res. 62, 187–209 (2005)
Liu, J.C., Yokoyama, K.: ϵ-optimality and duality for fractional programming. Taiwan. J. Math. 3, 311–322 (1999)
Chen, G.Y., Jahn, J.: Optimality conditions for set-valued optimization problems. Math. Methods Oper. Res. 48, 187–200 (1998)
Flores-Bazan, F., Oettli, W.: Simplified optimality conditions for minimizing the difference of vector-valued functions. J. Optim. Theory Appl. 108, 571–586 (2001)
Gadhi, N.: Optimality conditions for the difference of convex set-valued mappings. Positivity 9, 687–703 (2005)
Lin, L.J.: Optimization of set-valued functions. J. Math. Anal. Appl. 186, 30–51 (1994)
Li, S.J., Yang, X.Q., Chen, G.Y.: Nonconvex vector optimization of set-valued mappings. J. Optim. Theory Appl. 283, 337–350 (2003)
Li, S.J., Chen, C.R.: High order optimality conditions for Henig efficient solutions in set-valued optimization. J. Math. Anal. Appl. 323, 1184–1200 (2006)
Li, S.J., Zhu, S.K., Li, X.B.: Second-order optimality conditions for strict efficiency of constrained set-valued optimization. J. Optim. Theory Appl. (2012). doi:10.1007/s10957-012-0076-8
Gadhi, N., Metrane, A.: Sufficient optimality condition for vector optimization problems under D.C. data. J. Glob. Optim. 28, 55–66 (2004)
Maghri, M.E., Laghdir, M.: Pareto subdifferential calculus for convex vector mappings and applications to vector optimization. SIAM J. Optim. 19, 1970–1994 (2009)
Bot, R.I., Hodrea, I.B., Wanka, G.: ϵ-optimality conditions for composed convex optimization problems. J. Approx. Theory 153, 108–121 (2008)
Durea, M., Dutta, J., Tammer, C.: Lagrange multipliers for ϵ-Pareto solutions in vector optimization with nonsolid cones in Banach spaces. J. Optim. Theory Appl. 145, 196–211 (2010)
Hiriart-Urruty, J.B.: From convex optimization to nonconvex optimization. In: Clarke, F.H., Demyanov, V.F., Giannessi, F. (eds.) Nonsmooth Optimization and Related Topics, pp. 219–239. Plenum, New York (1989)
Amahroq, T., Penot, J.P., Syam, A.: On the subdifferentiability of the difference of two functions and local minimization. Set-Valued Anal. 16(4), 413–427 (2008)
Bot, R.I., Nechita, D.: On the Dini–Hadamard subdifferential of the difference of two functions. J. Glob. Optim. 50, 485–502 (2011)
Laghdir, M.: Optimality conditions in DC constrained optimization. Acta Math. Vietnam. 30(2), 169–179 (2005)
Penot, J.P.: The directional subdifferential of the difference of two convex functions. J. Glob. Optim. 49, 505–519 (2011)
Gadhi, N., Laghdir, M., Metrane, A.: Optimality conditions for D.C. vector optimization problems under reverse convex constraints. J. Glob. Optim. 33, 527–540 (2005)
Zowe, J.: Subdifferentiability of convex functions with values in an ordered vector space. Math. Scand. 34, 69–83 (1974)
Penot, J.P.: Gap continuity of multimaps. Set-Valued Anal. 16(4), 429–442 (2008)
Baier, J., Jahn, J.: On subdifferentials of set-valued maps. J. Optim. Theory Appl. 100, 233–240 (1999)
Acknowledgements
This research was partially supported by the National Natural Science Foundation of China (Grant number: 11171362) and the Natural Science Foundation Project of CQ CSTC (Grant number: cstc2012jjA00038). The authors thank the anonymous reviewers for their valuable comments and suggestions, which helped to improve the paper.
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Communicated by Radu Ioan Bot.
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Guo, X.L., Li, S.J. Optimality Conditions for Vector Optimization Problems with Difference of Convex Maps. J Optim Theory Appl 162, 821–844 (2014). https://doi.org/10.1007/s10957-013-0327-3
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DOI: https://doi.org/10.1007/s10957-013-0327-3