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On the stability of solutions for semi-infinite vector optimization problems

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Abstract

This paper is concerned with the stability of semi-infinite vector optimization problems (SVO). Under weak assumptions, we establish sufficient conditions of the Berge-lower semicontinuity and lower Painlev\(\acute{e}\)–Kuratowski convergence of weak efficient solutions for (SVO) under functional perturbations of both objective functions and constraint sets. Some examples are given to illustrate that our results are new and interesting.

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References

  1. Aubin, J.P., Ekeland, I.: Applied Nonlinear Analysis. Wiley, New York (1984)

    MATH  Google Scholar 

  2. Berge, C.: Topological Spaces. Oliver and Boyd, London (1963)

    MATH  Google Scholar 

  3. Chen, G.Y., Craven, B.D.: Existence and continuity of solutions for vector optimization. J. Optim. Theory Appl. 81, 459–468 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  4. Cánovas, M.J., Kruger, A.Y., López, M.A., Parra, J., Théra, M.A.: Calmness modulus of linear semi-infinite programs. SIAM J. Optim. 24, 29–48 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  5. Chuong, T.D., Huy, N.Q., Yao, J.C.: Pseudo-Lipschitz property of linear semi-infinite vector optimization problems. Eur. J. Oper. Res. 200, 639–644 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  6. Chuong, T.D., Huy, N.Q., Yao, J.C.: Stability of semi-infinite vector optimization problems under functional perturbations. J. Glob. Optim. 45, 583–595 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  7. Chuong, T.D.: Lower semi-continuity of the Pareto solution map in quasiconvex semi-infinite vector optimization. J. Math. Anal. Appl. 388, 443–450 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  8. Fan, X.D., Cheng, C.Z., Wang, H.J.: Sensitivity analysis for vector equilibrium problems under functional perturbation. Numer. Funct. Anal. Optim. 35, 564–575 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  9. Fan, X.D., Cheng, C.Z., Wang, H.J.: Stability of semi-infinite vector optimization problems without compact constraints. Nonlinear Anal. 74, 2087–2093 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  10. Fan, X.D., Cheng, C.Z., Wang, H.J.: Density and stable convex semi-infinite vector optimization problems. Oper. Res. Lett. 40, 140–143 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  11. Giannessi, F.: Vector Variational Inequalities and Vector Equilibria, Mathematical Theories. Kluwer, Dordrecht (2000)

    Book  MATH  Google Scholar 

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

    MATH  Google Scholar 

  13. Goberna, M.A., López, M.A.: Linear Semi-infinite Optimization. Wiley, Chichester (1998)

    MATH  Google Scholar 

  14. Gong, X.H.: Lower semicontinuity of the efficient solution mapping in semi-infinite vector optimization. J. Syst. Sci. Complex. 28, 1312–1325 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  15. Hettich, R., kortanek, K.O.: Semi-infinite programming: theory, methods, and applications. SIAM Rev. 35, 380–429 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  16. Hou, S.H., Gong, X.H., Yang, X.M.: Existence and stability of solutions for generalized Ky Fan inequality problems with trifunctions. J. Optim. Theory Appl. 146, 387–398 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  17. Huy, N.Q., Yao, J.C.: Semi-infinite optimization under convex function perturbations: Lipschitz stability. J. Optim. Theory Appl. 128, 237–256 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  18. Jahn, J.: Mathematical Vector Optimization in Partially-Ordered Linear Spaces. Peter Lang, Frankfurt (1986)

    MATH  Google Scholar 

  19. Luc, D.T.: Theory of Vector Optimization, Lecture Notes in Economics and Mathematical Systems, vol. 319. Springer, Berlin (1989)

    Google Scholar 

  20. Marin, S.P.: Optimal parameterization of curves for robot trajectory design. IEEE Trans. Autom. Control 33, 209–214 (1988)

    Article  MATH  Google Scholar 

  21. Mishra, S.K., Jaiswal, M., Thi, H.A.Le: Nonsmooth semi-infinite programming problem using limiting subdifferentials. J. Glob. Optim. 53, 285–296 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  22. Polak, E.: On the mathematical functions of nondifferentiable optimization in engineering design. SIAM Rev. 29, 13–28 (1987)

    Article  Google Scholar 

  23. Peng, Z.Y., Yang, X.M., Peng, J.W.: On the lower semicontinuity of the solution mappings to parametric weak generalized Ky Fan inequality. J. Optim. Theory Appl. 152, 256–264 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  24. Tanaka, T.: Generalized quasiconvexities, cone saddle points and minimax theorems for vector valued functions. J. Optim. Theory Appl. 81, 355–377 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  25. Todorov, M.I.: Kuratowski convergence of the efficient sets in the parametric linear vector semi-infinite optimization. Eur. J. Oper. Res. 94, 610–617 (1996)

    Article  MATH  Google Scholar 

  26. Wang, D., Fang, S.C.: A semi-infinite programming model for earliness/tardiness production planning with a genetic algorithm. Comput. Math. Appl. 31, 95–106 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  27. Xiang, S.W., Zhou, Y.H.: Continuity properties of solutions of vector optimization. Nonlinear Anal. 64, 2496–2506 (2006)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

This research was supported by the National Natural Science Foundation of China (11301571,11471059), the Basic and Advanced Research Project of Chongqing (cstc2015jcyjB00001, cstc 464 2015jcyjBX0029), cstc2017jcyjAX0382 the China Postdoctoral Science Foundation funded project (2016T90837,2015M580774), the Program for University Innovation Team of Chongqing (CXTDX201601022,CXTDX201601026) and the Education Committee Project Foundation of Bayu Scholar. The authors are grateful to the editor and two anonymous referees for valuable comments and suggestions to improve the paper.

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Peng, ZY., Peng, JW., Long, XJ. et al. On the stability of solutions for semi-infinite vector optimization problems. J Glob Optim 70, 55–69 (2018). https://doi.org/10.1007/s10898-017-0553-6

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