Skip to main content
Log in

Painlevé–Kuratowski convergence of the solution sets for controlled systems of fuzzy vector quasi-optimization problems with application to controlling traffic networks under uncertainty

  • Published:
Computational and Applied Mathematics Aims and scope Submit manuscript

Abstract

The purpose of this article is to establish some new results on the Painlevé–Kuratowski convergence of the solution sets for controlled systems of fuzzy vector quasi-optimization problems with a sequence of mappings \(\varGamma _C\)-converging. First, we introduce a new class of controlled systems for fuzzy vector quasi-optimization problems and establish some conditions for the existence of approximate solutions to these problems using the Kakutani–Fan–Glicksberg fixed-point theorem. Then, we study the Painlevé–Kuratowski lower convergence, Painlevé–Kuratowski upper convergence and Painlevé–Kuratowski convergence of the solution sets for such problems. Finally, as a real-world application, we consider the special case of controlled systems of fuzzy traffic network problems. Existence conditions and the Painlevé–Kuratowski convergence of the solution sets for these problems are also investigated and studied. The results presented in the paper are new and extend the main results given by some authors in the literature.

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

References

  • Anh LQ, Bantaojai T, Hung NV, Tam VM, Wangkeeree R (2018) Painlevé–Kuratowski convergences of the solution sets for generalized vector quasi-equilibrium problems. Comput Appl Math 37:3832–3845

    Article  MathSciNet  MATH  Google Scholar 

  • Anh LQ, Duy TQ, Hien DV, Kuroiwa D, Petrot N (2020) Convergence of solutions to set optimization problems with the set less order relation. J Optim Theory Appl 185:416–432

    Article  MathSciNet  MATH  Google Scholar 

  • Aubin JP, Ekeland I (1984) Applied Nonlinear Analysis. John Wiley and Sons, New York

    MATH  Google Scholar 

  • Bai Y, Migorski S, Zeng SD (2018) Generalized vector complementarity problem in fuzzy environment. Fuzzy Sets Syst 347:142–151

    Article  MathSciNet  MATH  Google Scholar 

  • Chang SS Salahuddin (2013) Existence of vector quasi-variational-like inequalities for fuzzy mappings. Fuzzy Sets Syst 23:89–95

    Article  MathSciNet  MATH  Google Scholar 

  • Chang SS, Zhu YG (1989) On variational inequalities for fuzzy mappings. Fuzzy Set Syst 32:359–367

    Article  MathSciNet  MATH  Google Scholar 

  • Chang SS (2008) Variational inequality and its related problems. Chongqing Press, Chongqing (in Chinese)

    Google Scholar 

  • Chalco-Cano Y, Geraldo NS, Rufián-Lizana A (2015) On the Newton method for solving fuzzy optimization problems. Fuzzy Sets Syst 272:60–69

    Article  MathSciNet  MATH  Google Scholar 

  • Chen GY, Huang XX, Yang XQ (2005) Vector optimization : set-valued and variational analysis. Springer, Berlin

    MATH  Google Scholar 

  • De Luca M (1995) Generalized quasi-variational inequalities and traffic equilibrium problem. In: Giannessi F, Maugeri A (eds) Variational inequalities and networks equilibrium Problems. Plenum Press, New York

    Google Scholar 

  • Durea M (2007) On the existence and stability of approximate solutions of perturbed vector equilibrium problems. J Math Anal Appl 333:1165–1179

    Article  MathSciNet  MATH  Google Scholar 

  • Fan, (1961) A generalization of Tychonoff’s fixed point theorem. Math Ann 142:305–310

  • Holmes RB (1975) Geometric functional analysis and its applications. Springer-Verlag, New York-Heidelberg

    Book  MATH  Google Scholar 

  • Huang XX (2000) Stability in vector-valued and set-valued optimization. Math Methods Oper Res 52:185–195

    Article  MathSciNet  MATH  Google Scholar 

  • Hung NV, Hoang DH, Tam VM (2018) Painlevé–Kuratowski convergences of the approximate solution sets for vector quasiequilibrium problems. Carpathian J Math 34:115–122

    Article  MathSciNet  MATH  Google Scholar 

  • Hung NV (2018) On the stability of the solution mapping for parametric traffic network problems. Indag Math 29:885–894

    Article  MathSciNet  MATH  Google Scholar 

  • Hung NV, Hai NM (2019) Stability of approximating solutions to parametric bilevel vector equilibrium problems and applications. Comput Appl Math 38:57

    Article  MathSciNet  MATH  Google Scholar 

  • Hung NV, Tam VM, Elisabeth K, Yao JC (2019) Existence of solutions and algorithm for generalized vector quasi-complementarity problems with application to traffic network problems. J Nonlinear Convex Anal 20:1751–1775

    MathSciNet  Google Scholar 

  • Hung NV, Tam VM, Tuan NH, O’Regan D (2020) Convergence analysis of solution sets for fuzzy optimization problems. J Comput Appl Math 369:112615

    Article  MathSciNet  MATH  Google Scholar 

  • Hung NV, Tam VM, Tuan NH, O’Regan D (2020) Regularized gap functions and error bounds for generalized mixed weak vector quasivariational inequality problems in fuzzy environments. Fuzzy Set Syst 400:162–176

    Article  MathSciNet  Google Scholar 

  • Hung NV, Elisabeth K, Tam VM (2020) Existence of solutions and iterative algorithms for weak vector quasi-equilibrium problems. J Nonlinear Convex Anal 21:463–478

    MathSciNet  Google Scholar 

  • Hung NV (2021) Generalized Levitin–Polyak well-posedness for controlled systems of FMQHI-fuzzy mixed quasi-hemivariational inequalities of Minty type. J Comput Appl Math 386:113263

    Article  MathSciNet  Google Scholar 

  • Konnov IV (2007) Equilibrium models and variational inequalities. Math Sci Eng 210, Elsevier B.V, Amsterdam

  • Lalitha CS, Chatterjee P (2015) Stability and scalarization in vector optimization using improvement sets. J Optim Theory Appl 166:825–843

    Article  MathSciNet  MATH  Google Scholar 

  • Li XB, Lin Z, Peng ZY (2016) Convergence for vector optimization problems with variable ordering structure. Optimization 65:1615–1627

    Article  MathSciNet  MATH  Google Scholar 

  • Liu Z, Migorski S, Zeng B (2019) Existence results and optimal control for a class of quasi mixed equilibrium problems involving the \((f, g, h\))-quasimonotonicity. Appl Math Optim 79:257–277

    Article  MathSciNet  MATH  Google Scholar 

  • Lucchetti RE, Miglierina E (2004) Stability for convex vector optimization problems. Optimization 53:517–528

    Article  MathSciNet  MATH  Google Scholar 

  • Oppezzi P, Rossi AM (2008) A convergence for vector-valued functions. Optimization 57:435–448

    Article  MathSciNet  MATH  Google Scholar 

  • Osuna-Gómez R, Chalco-Cano Y, Rufián-Lizana A, Hernández-Jiménez B (2016) Necessary and sufficient conditions for fuzzy optimality problems. Fuzzy Sets Syst 296:112–123

    Article  MathSciNet  MATH  Google Scholar 

  • Patrone F (1977) On the optimal control for variational inequalities. J Optim Theory Appl 22:373–388

    Article  MathSciNet  MATH  Google Scholar 

  • Peng Z, Kunisch K (2018) Optimal control of elliptic variational-hemivariational inequalities. J Optim Theory Appl 178:1–25

    Article  MathSciNet  MATH  Google Scholar 

  • Peng ZY, Li XB, Long XJ, Fan XD (2018) Painlevé–Kuratowski stability of approximate efficient solutions for perturbed semi-infinite vector optimization problems. Optim Letters 12:1339–1356

    Article  MathSciNet  MATH  Google Scholar 

  • Peng ZY, Wang JJ, Long XJ, Liu FP (2020) Painlevé–Kuratowski convergence of solutions for perturbed symmetric set-valued quasi-equilibrium problem via improvement sets. Asia-Pac J Oper Res 37:2040003

    Article  MathSciNet  Google Scholar 

  • Qiu D, Xing Y (2017) On relationships among different types of solutions of fuzzy optimization problems. J Intell Fuzzy Syst 32:889–897

    Article  MATH  Google Scholar 

  • Ramik I, Vlach M (2002) Generalized Concavity in Fuzzy Optimization and Decision Analysis. Kluwer Academic Publishers, Boston

    Book  MATH  Google Scholar 

  • Rockafellar RT, Wets RJ-B (1998) Variational Analysis, Grundlehren Math. Wiss. 317, Springer-Verlag, Berlin

  • Ruziyeva A, Dempe S (2015) Optimality conditions in nondifferentiable fuzzy optimization. Optimization 64:349–363

    Article  MathSciNet  MATH  Google Scholar 

  • Slowiński R (ed) (1998) Fuzzy Sets in Decision Analysis, Operations Research and Statistics. Kluwer Academic Publishers,

  • Shi S (1988) Optimal control of strongly monotone variational inequalities. SIAM J Control Optim 26:274–290

    Article  MathSciNet  MATH  Google Scholar 

  • Smith MJ (1979) The existence, uniqueness and stability of traffic equilibrium. Trans Res 138:295–304

    Article  Google Scholar 

  • Sofonea M (2019) Optimal control of a class of variational-hemivariational inequalities in reflexive Banach spaces. Appl Math Optim 79:621–646

    Article  MathSciNet  MATH  Google Scholar 

  • Tang GJ, Zhao T, Wan ZP, He DX (2018) Existence results of a perturbed variational inequality with a fuzzy mapping. Fuzzy Sets Syst 331:68–77

    Article  MathSciNet  MATH  Google Scholar 

  • Wardrop JG (1952) Some theoretical aspects of road traffic research. Proc Inst Civ Engi Part I:325–362

    Google Scholar 

  • Wu HC (2004) An \((\alpha,\beta )-\)optimal solution concept in fuzzy optimization problems. Optimization 53:203–221

    Article  MathSciNet  Google Scholar 

  • Wu HC (2008) The optimality conditions for optimization problems with fuzzy-valued objective functions. Optimization 57:473–489

    Article  MathSciNet  MATH  Google Scholar 

  • Zadeh LA (1965) Fuzzy sets. Inf. Control 8:338–353

    Article  MathSciNet  MATH  Google Scholar 

  • Zeng SD, Vilches E (2020) Well-posedness of history/state-dependent implicit sweeping process. J Optim Theory Appl 186:960–984

    Article  MathSciNet  MATH  Google Scholar 

  • Zeng SD, Gazinski L, Winker P, Bai YR (2020) Existence of solutions for double phase obstacle problems with multivalued convection term. J Math Anal Appl 123997. https://doi.org/10.1016/j.jmaa.2020.123997

  • Zeng SD, Migorski S, Liu ZH, Yao JC (2021) Convergence of a generalized penalty method for variational-hemivariational inequalities. Comm Nonlinear Sci Numer Simulat 92:105476

    Article  MathSciNet  MATH  Google Scholar 

  • Zhou YY, Yang XQ, Teo KL (2006) The existence results for optimal control problems governed by a variational inequality. J Math Anal Appl 321:595–608

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

This research was supported by Ministry of Education and Training of Vietnam under grant number B2021.SPD.03. The authors are grateful to the editor and three anonymous referees for their valuable remarks which improved the results and presentation of this article.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nguyen Van Hung.

Ethics declarations

Conflicts of interest

No potential conflict of interest was reported by the authors.

Additional information

Communicated by Marcos Eduardo Valle.

Publisher's Note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hung, N.V., Keller, A.A. Painlevé–Kuratowski convergence of the solution sets for controlled systems of fuzzy vector quasi-optimization problems with application to controlling traffic networks under uncertainty. Comp. Appl. Math. 40, 28 (2021). https://doi.org/10.1007/s40314-021-01415-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40314-021-01415-8

Keywords

Mathematics Subject Classification

Navigation