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Connectedness of the solution sets in generalized semi-infinite set optimization

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Abstract

We first establish sufficient conditions for the arcwise connectedness of the image of the constraint set map and for the upper semi-continuity of the constraint set map. These results, together with scalarization techniques, are further used to establish the connectedness of the solution sets of generalized semi-infinite set optimization problems. An application to vector-valued game theory with uncertainty is given.

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References

  1. Avriel, M.: Nonlinear programming. Dover Publications Inc, Mineola, NY (2003)

    MATH  Google Scholar 

  2. Ansari, Q.H., Köbis, E., Sharma, P.K.: Characterizations of multiobjective robustness via oriented distance function and image space analysis. J. Optim. Theory Appl. 181(3), 817–839 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  3. Ansari, Q.H., Köbis, E., Yao, J.-C.: Vector Variational Inequalities and Vector Optimization: Theory and Applications. Springer-Verlag, Berlin, Heidelberg (2018)

    Book  MATH  Google Scholar 

  4. Ansari, Q.H., Sharma, P.K.: Set Order Relations, Set Optimization, and Ekeland’s Variational Principle. In: Laha V., Maréchal P., Mishra S.K. (eds) Optimization, Variational Analysis and Applications. IFSOVAA 2020. Springer Proceedings in Mathematics & Statistics, vol 355, pp. 103-165. Springer, Singapore (2021)

  5. Anh, L.Q., Duoc, P.T., Duong, T.T.T.: Connectedness properties of the efficient sets and the nondominated sets to vector optimization problems. Optim. Lett. (2022). https://doi.org/10.1007/s11590-021-01841-x

    Article  MathSciNet  MATH  Google Scholar 

  6. Anh, L.Q., Duy, T.Q., Hien, D.V.: Well-posedness for the optimistic counterpart of uncertain vector optimization problems. Ann. Oper. Res. 295, 517–533 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  7. Boczko, E., DiLullo, A., Young, T.: Signed distance functions: a new tool in binary classification. arXiv:CS.LG/0511105 (2005)

  8. Boṭ, R.I., Grad, S.M., Wanka, G.: Duality in Vector Optimization. Springer, Berlin, Heidelberg (2009)

    Book  MATH  Google Scholar 

  9. Chen, J., Ansari, Q.H., Yao, J.-C.: Characterization of set order relations and constrained set optimization problems via oriented distance function. Optimization 66(11), 1741–1754 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  10. Crespi, G.P., Kuroiwa, D., Rocca, M.: Robust Nash equilibria in vector-valued games with uncertainty. Ann. Oper. Res. 289, 185–193 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  11. Delfour, M.C., Zolésio, J.P.: Shapes and Geometries: Metrics, Analysis, Differential Calculus, and Optimization, 2nd edn. SIAM, Philadelphia (2001)

    MATH  Google Scholar 

  12. Fuhrmann, A., Sobottka, G., Gross, C.: Abstract distance fields for rapid collision detection in physically based modeling. In: Proceedings of international conference graphicon (2003)

  13. Gong, X.H.: Connectedness of efficient solution sets for set-valued maps in normed spaces. J. Optim. Theory Appl. 83, 83–96 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  14. Gong, X.H.: Connectedness of super efficient solution sets for set-valued maps in Banach spaces. Math. Meth. Oper. Res. 44, 135–145 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  15. Gong, X.H., Yao, J.C.: Connectedness of the set of efficient solutions for generalized systems. J. Optim. Theory Appl. 138, 189–196 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  16. Han, Y.: Connectedness of weak minimal solution set for set optimization problems. Oper. Res. Lett. 48, 820–826 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  17. Han, Y.: Connectedness of the approximate solution sets for set optimization problems. Optimization (2021). https://doi.org/10.1080/02331934.2021.1969393

    Article  Google Scholar 

  18. Han, Y., Houng, N.J.: Well-posedness and stability of solutions for set optimization problems. Optimization 66, 17–33 (2017)

    Article  MathSciNet  Google Scholar 

  19. Huerga, L., Jiménez, B., Novo, V., et al.: Six set scalarizations based on the oriented distance: continuity, convexity and application to convex set optimization. Math. Meth. Oper. Res. 93, 413–436 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  20. Hernández, E., Rodríguez-Marín, L.: Nonconvex scalarization in set optimization with set valued maps. J. Math. Anal. Appl. 325, 1–18 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  21. Hiriart-Urruty, J.-B.: New concepts in nondifferentiable programming. Bull. Soc. Math. France Mém 60, 57–85 (1979)

    Article  MathSciNet  MATH  Google Scholar 

  22. Jahn, J., Ha, T.X.D.: New order relations in set optimization. J. Optim. Theory Appl. 148, 209–236 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  23. Jiménez, B., Novo, V., Vílchez, A.: A set scalarization function based on the oriented distance and relations with other set scalarizations. Optimization 67(12), 2091–2116 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  24. Jiménez, B., Novo, V., Vílchez, A.: Characterization of set relations through extensions of the oriented distance. Math. Meth. Oper. Res. 91, 89–115 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  25. Jiménez, B., Novo, V., Vílchez, A.: Six scalarizations based on the oriented distance in set optimization: strict monotonicity and weak minimality. J. Nonlinear Convex Anal. 21(11), 2433–2457 (2020)

    MathSciNet  MATH  Google Scholar 

  26. Kuroiwa, D.: On duality of set-valued optimization. Research on nonlinear and convex analysis. Sūrikaisekikenkyūsho K\({\bar{o}}\)kyūroku, 1071, 12-16 (1998)

  27. Khushboo, Lalitha, C.S.: Scalarizations for a set optimization problem using generalized oriented distance function. Positivity 23(5), 1195–1213 (2019)

  28. Khan, A.A., Tammer, Chr, Zălinescu, C.: Set-valued Optimization–An Introduction with Applications. Springer, Berlin (2015)

    Book  MATH  Google Scholar 

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

    Google Scholar 

  30. Lin, Y.-C., Ansari, Q.H., Lai, H.-C.: Minimax theorems for set-valued mappings under cone-convexities. Abstr. Appl. Anal. Volume 2012, Article ID 310-818 (2012)

  31. Mordukhovich, B.S.: Variational Analysis and Applications. Springer, Cham (2018)

    Book  MATH  Google Scholar 

  32. Mastroeni, G., Rapcsák, T.: On convex generalized systems. J. Optim. Theory Appl. 104, 605–627 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  33. Naccache, P.H.: Connectedness of the set of nondominated outcomes in multicriteria optimization. J. Optim. Theory Appl. 25, 459–467 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  34. Peng, Z.Y., Wang, X., Yang, X.M.: Connectedness of approximate efficient solutions for generalized semi-infinite vector optimization problems. Set-Valued Var. Anal. 27(1), 103–118 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  35. Wen, S.: Connectivity of efficient solution sets in vector optimization of set-valued mappings. Optimization 39(1), 1–11 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  36. Zaffaroni, A.: Degree of efficiency and degrees of minimality. SIAM J. Control Optim. 42, 1071–1086 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  37. Zhang, C.L., Huang, N.J.: Well-posedness and stability in set optimization with applications. Positivity 25, 1153–1173 (2021)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The authors are grateful to the handling editor and the anonymous referee for their valuable comments and suggestions, which helped to improve the previous draft of the paper. In this research, first author is supported by UGC-Dr. D.S. Kothari Post Doctoral Fellowship No. F.4-2/2006 (BSR)/MA/19-20/0040.

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Correspondence to C. S. Lalitha.

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Sharma, P.K., Lalitha, C.S. Connectedness of the solution sets in generalized semi-infinite set optimization. Optim Lett 17, 1575–1594 (2023). https://doi.org/10.1007/s11590-022-01943-0

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