Skip to main content
Log in

Robust duality in multi-dimensional vector fractional variational control problem

  • Theoretical Article
  • Published:
OPSEARCH Aims and scope Submit manuscript

Abstract

This paper deals with the investigation of vector fractional variational control problem taking data uncertainty into account. Several kinds of dual for fractional variational problems have been explored in the literature. Here, the Wolfe type dual of the problem under consideration is formulated. Moreover, significant duality results are developed for the purpose of extending the theorems to wider areas by assuming the involved functionals to be convex. Further, an illustrative example is provided to validate the results obtained.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Availability of data and material

Not applicable.

References

  1. Agarwal, R., Agarwal, D., Upadhyaya, S., Ahmad, I.: Optimization of a stochastic model having erratic server with immediate or delayed repair. Ann. Oper. Res. 331, 605–628 (2023). https://doi.org/10.1007/s10479-022-04804-2

    Article  Google Scholar 

  2. Baranwal, A., Jayswal, A., Preeti: Robust duality for the uncertain multitime control optimization problems. Int. J. Robust Nonlinear Control 32(10), 5837–5847 (2022). https://doi.org/10.1002/rnc.6113

    Article  Google Scholar 

  3. Beck, A., Ben-Tal, A.: Duality in robust optimization: primal worst equals dual best. Oper. Res. Lett. 37(1), 1–6 (2009). https://doi.org/10.1016/j.orl.2008.09.010

    Article  Google Scholar 

  4. Becerril, J., Hermosilla, C.: Optimality conditions for linear-convex optimal control problems with mixed constraints. J. Optim. Theory Appl. 194(3), 795–820 (2022). https://doi.org/10.1007/s10957-022-02049-4

    Article  Google Scholar 

  5. Bector, C.R., Husain, I.: Duality for multiobjective variational problems. J. Math. Anal. Appl. 166(1), 214–229 (1992). https://doi.org/10.1016/0022-247X(92)90337-D

    Article  Google Scholar 

  6. Bhatia, D., Kumar, P.: Multiobjective control problem with generalized invexity. J. Math. Anal. Appl. 189(3), 676–692 (1995). https://doi.org/10.1006/jmaa.1995.1045

    Article  Google Scholar 

  7. Jeyakumar, V., Li, G., Lee, G.M.: Robust duality for generalized convex programming problems under data uncertainty. Nonlinear Anal. : Theory Methods Appl. 75(3), 1362–1373 (2012). https://doi.org/10.1016/j.na.2011.04.006

    Article  Google Scholar 

  8. Dhingra, V., Kailey, N.: Fractional variational duality results for higher-order multiobjective problems. Jpn. J. Ind. Appl. Math. 40(2), 1175–1201 (2023). https://doi.org/10.1007/s13160-023-00572-z

    Article  Google Scholar 

  9. Egudo, R.R.: Efficiency and generalized convex duality for multiobjective programs. J. Math. Anal. Appl. 138(1), 84–94 (1989). https://doi.org/10.1016/0022-247X(89)90321-1

    Article  Google Scholar 

  10. Gulati, T.R., Ahmad, I.: Efficiency and duality in multiobjective fractional programming. Opsearch 32, 31–43 (1995)

    Google Scholar 

  11. Gulati, T.R., Mehndiratta, G.: Optimality and duality for second-order multiobjective variational problems. Eur. J. Pure Appl. Math. 3(5), 786–805 (2010)

    Google Scholar 

  12. Gulati, T.R., Geeta: Duality in nondifferentiable multiobjective fractional programming problem with generalized invexity. J. Appl. Math. Comput. 35, 103–118 (2011). https://doi.org/10.1007/s12190-009-0345-3

    Article  Google Scholar 

  13. Jagannathan, R.: On some properties of programming problems in parametric form pertaining to fractional programming. Manage. Sci. 12(7), 609–615 (1966). https://doi.org/10.1287/mnsc.12.7.609

    Article  Google Scholar 

  14. Jagannathan, R.: Duality for nonlinear fractional programs. Zeitschrift f\(\ddot{u}\)r Oper. Res. 17, 1–3 (1973). https://doi.org/10.1007/BF01951364

  15. Jayswal, A., Preeti, Treanţă, S.: Robust duality for multi-dimensional variational control problem with data uncertainty. In Multi-dimensional Control Problems: Robust Approach. 145–165,(2022). https://doi.org/10.1007/978-981-19-6561-6$_$7

  16. Jayswal, A., Baranwal, A.: Robust approach for uncertain multi-dimensional fractional control optimization problems. Bull. Malay. Math. Sci. Soc. 46(2), 75 (2023). https://doi.org/10.1007/s40840-023-01469-3

    Article  Google Scholar 

  17. Jeyakumar, V., Li, G., Lee, G.M.: Robust duality for generalized convex programming problems under data uncertainty. Nonlinear Anal. Theory Methods Appl. 75(3), 1362–1373 (2012). https://doi.org/10.1016/j.na.2011.04.006

    Article  Google Scholar 

  18. Kharbanda, P., Agarwal, D., Sinha, D.: Multiobjective programming under (\(\phi \), d)-V-type I univexity. Opsearch 52, 168–185 (2015). https://doi.org/10.1007/s12597-013-0164-z

    Article  Google Scholar 

  19. Kharbanda, P., Agarwal, D.: Non-smooth multi-objective fractional programming problem involving higher order functions. Int. J. Math. Comput. Sci. 10(4), 351–363 (2019). https://doi.org/10.1504/IJCSM.2019.102688

    Article  Google Scholar 

  20. Mishra, S.K., Mukherjee, R.N.: Duality for multiobjective fractional variational problems. J. Math. Anal. Appl. 186(3), 711–725 (1994). https://doi.org/10.1006/jmaa.1994.1328

    Article  Google Scholar 

  21. Mititelu, S., Stancu-Miniasian, I.M.: Efficiency and duality for multiobjective fractional variational problems with \((\rho , b)\)-quasiinvexity. Yugoslav J. Oper. Res. 19(1), 85–99 (2009). https://doi.org/10.2298/YJOR0901085M

    Article  Google Scholar 

  22. Mukherjee, R.N.: Generalized convex duality for multiobjective fractional programs. J. Math. Anal. Appl. 162(2), 309–316 (1991). https://doi.org/10.1016/0022-247X(91)90151-O

    Article  Google Scholar 

  23. Nahak, C.: Duality for multiobjective variational control and multiobjective fractional variational control problems with pseudoinvexity. J. Appl. Math. Stoch. Anal. 062631, 1–15 (2006). https://doi.org/10.1155/JAMSA/2006/62631

    Article  Google Scholar 

  24. Ritu, Treanţă, S., Agarwal, D., Sachdev, G.: Robust efficiency conditions in multiple-objective fractional variational control problems. Fractal and Fractional. 7(1), 1–15 (2023). https://doi.org/10.3390/fractalfract7010018

  25. Sachdev, G., Verma, K., Gulati, T.R.: Second-order symmetric duality in multiobjective variational problems. Yugoslav J. Oper. Res. 29(3), 295–308 (2019). https://doi.org/10.2298/YJOR180715019S

    Article  Google Scholar 

  26. Sun, X., Teo, K.L., Tang, L.: Dual approaches to characterize robust optimal solution sets for a class of uncertain optimization problems. J. Optim. Theory Appl. 182, 984–1000 (2019). https://doi.org/10.1007/s10957-019-01496-w

    Article  Google Scholar 

  27. Sun, X., Tan, W., Teo, K.L.: Characterizing a class of robust vector polynomial optimization via sum of squares conditions. J. Optim. Theory Appl. 197(2), 737–764 (2023). https://doi.org/10.1007/s10957-023-02184-6

    Article  Google Scholar 

  28. Treanţă, S., Mititelu, Ş: Duality with (\(\beta \), b)-quasiinvexity for multidimensional vector fractional control problems. J. Optim. Theory Appl. 40(7), 1429–1445 (2019). https://doi.org/10.1080/02522667.2018.1522798

    Article  Google Scholar 

  29. Treanţă, S., Saeed, T.: Duality results for a class of constrained robust nonlinear optimization problems. Mathematics. 11(1), 192 (2022). https://doi.org/10.3390/math11010192

    Article  Google Scholar 

  30. Wei, H.Z., Chen, C.R., Li, S.J.: Characterizations for optimality conditions of general robust optimization problems. J. Optim. Theory Appl. 177, 835–856 (2018). https://doi.org/10.1007/s10957-018-1256-y

    Article  Google Scholar 

  31. Wang, J., Li, S., Feng, M.: Unified robust necessary optimality conditions for nonconvex nonsmooth uncertain multiobjective optimization. J. Optim. Theory Appl. 195(1), 226–248 (2023). https://doi.org/10.1007/s10957-022-02075-2

    Article  Google Scholar 

Download references

Acknowledgements

The authors are thankful to the learned reviewers for their conducive comments which helped in improving the research paper.

Funding

No funding was received for conducting this study.

Author information

Authors and Affiliations

Authors

Contributions

All four authors have contributed equally to all aspects of the paper. 1. Ritu Bagri. 2. Savin Treanţă. 3. Divya Agarwal. 4. Geeta Sachdev.

Corresponding author

Correspondence to Geeta Sachdev.

Ethics declarations

Competing Interests

Not applicable.

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bagri, R., Treanţă, S., Agarwal, D. et al. Robust duality in multi-dimensional vector fractional variational control problem. OPSEARCH (2024). https://doi.org/10.1007/s12597-024-00756-2

Download citation

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12597-024-00756-2

Keywords

Navigation