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Fractional variational duality results for higher-order multiobjective problems

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Abstract

This paper provides a study of multiobjective fractional variational programs involving support functions. It then explains the concept of higher-order K\(\eta \) convex. The paper’s motivation is to study the duality results for the value of primal and dual programs. The numerical example of functional is discussed, which is higher-order K\(\eta \) convex but not first-order K\(\eta \) convex. A real-world example is considered to verify the results of the weak duality theorem.

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References

  1. Bazaraa, M.S., Sherali, H.D., Shetty, C.M.: Nonlinear Programming: Theory and Algorithms. Wiley, New York (2013)

    MATH  Google Scholar 

  2. Bector, C.R., Chandra, S.: Generalized Bonvex functions and second order duality in mathematical programming. Department of Acturial and Management Services, University of Minitoba, Winnipeg, Manitoba, Canada

  3. Bector, C.R., Husain, I.: Duality for multiobjective variational problems. J. Math. Anal. Appl. 166(1), 214–229 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  4. Chen, X.: Second-order duality for the variational problems. J. Math. Anal. Appl. 286(1), 261–270 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  5. Dhingra, V., Kailey, N.: Optimality and duality for second-order interval-valued variational problems. J. Appl. Math. Comput. 68(5), 3147–3162 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  6. Dhingra, V., Kailey, N.: Duality results for fractional variational problems and its application. Bull. Malays. Math. Sci. Soc. 45(5), 2195–2223 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  7. Dorn, W.S.: A symmetric dual theorem for quadratic programs. J. Oper. Res. Soc. Jpn. 2, 93–97 (1960)

    Google Scholar 

  8. Hanson, M.A.: Bounds for functionally convex optimal control problems. J. Math. Anal. Appl. 8, 84–89 (1964)

    Article  MathSciNet  MATH  Google Scholar 

  9. Hanson, M.A.: On sufficiency of the Kuhn–Tucker conditions. J. Math. Anal. Appl. 80(2), 545–550 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  10. Husain, I., Ahmed, A., Masoodi, M.: Second-order duality for variational problems. Eur. J. Appl. Math. 2(2), 278–295 (2009)

    MathSciNet  MATH  Google Scholar 

  11. Jayswal, A., Jha, S.: Second order symmetric duality in fractional variational problems over cone constraints. Yugosl. J. Oper. Res. 28(4), 39–57 (2017)

    MathSciNet  MATH  Google Scholar 

  12. Kailey, N., Gupta, S.K.: Duality for a class of symmetric nondifferentiable multiobjective fractional variational problems with generalized (F, \(\alpha \), \(\rho \), d)-convexity. Math. Comput. Model. 57, 1453–1465 (2013)

    Article  MathSciNet  Google Scholar 

  13. Kim, D.S., Lee, G.M.: Symmetric duality with pseudo-invexity in variational problems. Optimization 28(1), 9–16 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  14. Mishra, S.K., Mukherjee, R.N.: Duality for multiobjective fractional variational problems. J. Math. Anal. Appl. 186, 711–725 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  15. Mishra, S.K., Wang, S.Y., Lai, K.K.: Symmetric duality for a class of nondifferentiable multi-objective fractional variational problems. J. Math. Anal. Appl. 333(2), 1093–1110 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  16. Mond, B., Hanson, M.A.: Symmetric duality for variational problems. J. Math. Anal. Appl. 23(1), 161–172 (1968)

    Article  MathSciNet  MATH  Google Scholar 

  17. Mond, B., Zhang, J.: Higher order invexity and duality in mathematical programming. In: Generalized Convexity, Generalized Monotonicity: Recent Results, pp. 357–372. Springer, Boston (1998)

    Chapter  Google Scholar 

  18. Padhan, S.K., Behera, P.K., Mohapatra, R.N.: Second-order symmetric duality and variational problems. In: Mathematics and Computing, pp. 49–57. Springer, Berlin (2015). https://doi.org/10.1007/978-81-322-2452-5_4

    Chapter  MATH  Google Scholar 

  19. Peng, Z., Zhongping, W., Yujia, G.: New higher-order weak lower inner epiderivatives and application to Karush–Kuhn–Tucker necessary optimality conditions in set-valued optimization. Jpn. J. Ind. Appl. Math. 37(3), 851–866 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  20. Prasad, A.K., Singh, A.P., Khatri, S.: Duality for a class of second order symmetric non-differentiable fractional variational problems. Yugosl. J. Oper. Res. 30(2), 121–136 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  21. Rockafellar, R.T.: Convex Analysis, vol. 18. Princeton University Press, Princeton (1970)

    Book  MATH  Google Scholar 

  22. Sachdev, G., Verma, K., Gulati, T.R.: Second-order symmetric duality in multiobjective variational problems. Yugosl. J. Oper. Res. 29(3), 295–308 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  23. Singh, V., Ahmad, I., Gupta, S.K., Al-Homidan, S.: Duality for multiobjective variational problems under second-order \((\Phi, \rho )\)-invexity. Filomat 35(2), 605–615 (2021)

    Article  MathSciNet  Google Scholar 

  24. Sonali Kailey, N., Sharma, V.: Parametric approach for a class of fractional variational programs involving support functions. Int. J. Math. Oper. Res. 23(4), 481–508 (2022)

    Article  MathSciNet  Google Scholar 

  25. Suneja, S.K., Aggarwal, S., Davar, S.: Multiobjective symmetric duality involving cones. Eur. J. Oper. Res. 141(3), 471–479 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  26. Tang, T., Qilin, W., Xiaoyan, Z., Yuwen, Z.: Second-order weakly composed adjacent-generalized contingent epiderivatives and applications to composite set-valued optimization problems. Jpn. J. Ind. Appl. Math. 39(1), 319–350 (2022)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The first author is grateful to CSIR, New Delhi, India for providing (File 09/677(0043)/2019-EMR-I) financial support for this research work and the second author gratefully acknowledges technical support from the Seed Money Project TU/DORSP/57/7293 of TIET, Patiala. Also, authors acknowledge DST-FIST (Govt. of India, SR/FST/MS-1/2017/13) for sponsoring School of Mathematics, TIET, Patiala.

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

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