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An algorithm for quasiconvex equilibrium problems and asymptotically nonexpansive mappings: application to a Walras model with implicit supply–demand

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Abstract

We propose a normal subgradient projection algorithm for approximating a solution of equilibrium problems involving quasiconvex para-pseudomonotone bifunctions, which is also a fixed point of an asymptotically nonexpansive mapping. The proposed algorithm is a combination between a projection one for the equilibrium problem and the Ishikawa iteration scheme for the fixed point. Convergence of the algorithm is proved without any Lipschitz type condition for the bifunction. Applications to a modified Walras equilibrium model with implicit supply and demand are discussed.

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Data sharing not applicable to this article as no datasets were generated or analyzed during the current study. The readers who are interested in Python codes for examples should contact Bui Van Dinh.

References

  • Agarwal RP, O’Regan D, Sahu DR (2000) Fixed point theory for Lipschitzian type mappings with applications. Springer, Berlin

    MATH  Google Scholar 

  • Anh PN, Muu LD (2013) A hybrid extragradient method extended to fixed point problems and equilibrium problems. Optim Lett 62:271–283

    Article  MathSciNet  MATH  Google Scholar 

  • Arrow KJ, Debreu G (1954) Existence of an equilibrium for a competitive economy. Econometrica 22:265–290

    Article  MathSciNet  MATH  Google Scholar 

  • Bauschke HH, Borwein JM (1996) On projection algorithms for solving convex feasibility problems. SIAM Rev 38:367–426

    Article  MathSciNet  MATH  Google Scholar 

  • Bauschke HH, Combettes PL (2017) Convex analysis and monotone operator theory in Hilbert spaces. Springer, Berlin

    Book  MATH  Google Scholar 

  • Bigi G, Castellani M, Pappalardo M, Passacantando M (2013) Existence and solution methods for equilibria. Eur J Oper Res 227:1–11

    Article  MathSciNet  MATH  Google Scholar 

  • Bigi G, Castellani M, Pappalardo M, Passacantando M (2019) Nonlinear programming techniques for equilibria, EURO advanced tutorials in operational research, Springer

  • Blum E, Oettli W (1994) From optimization and variational inequalities to equilibrium problems. Math Student 63:127–149

    MathSciNet  MATH  Google Scholar 

  • Combettes PL, Hirstoaga A (2005) Equilibrium programming in Hilbert spaces. J Nonlinear Convex Anal 6:117–136

    MathSciNet  MATH  Google Scholar 

  • Dinh BV, Muu LD (2015) A projection algorithm for solving pseudomonotone equilibrium problems and its application to a class of bilevel equilibria. Optimization 64:559–575

    MathSciNet  MATH  Google Scholar 

  • Dinh BV, Kim DS (2016) Extragradient algorithms for equilibrium problems and symmetric generalized hybrid mappings. Optim Lett 11:537–553

    Article  MathSciNet  MATH  Google Scholar 

  • Facchinei F, Pang JS (2003) Finite dimensional variational inequalities and complementarity problems. Springer, New York

    MATH  Google Scholar 

  • Fan K (1972) A minimax inequality and applications. In: Shisha O (ed) Inequalities III. Academic Press, New York, pp 103–113

    Google Scholar 

  • Greenberg HP, Pierskalla WP (1973) Quasi conjugate functions and surrogate duality. Cahiers Centre tudes Recherche Oper 15:437–448

    MathSciNet  MATH  Google Scholar 

  • Hieu DV, Muu LD, Anh PK (2016) Parallel hybrid extragradient methods for pseudomonotone equilibrium problems and nonexpansive mappings. Numer Algor 73:197–217

    Article  MathSciNet  MATH  Google Scholar 

  • Hu YH, Yang XQ, Sim CK (2015) Inexact subgradient methods for quasi-convex optimization problems. Eur J Oper Res 240(2):315–327

    Article  MathSciNet  MATH  Google Scholar 

  • Iiduka H, Takahashi W (2004) Strong convergence theorems for nonexpansive mapping and inverse strongly monotone mappings. J Convex Anal 11:69–79

    MathSciNet  MATH  Google Scholar 

  • Ishikawa S (1974) Fixed points by a new iteration method. Proc Am Math Soc 40:147–150

    Article  MathSciNet  MATH  Google Scholar 

  • Iusem AN, Sosa W (2010) On the proximal point method for equilibrium problems in Hilbert spaces. Optimization 59:1259–1274

    Article  MathSciNet  MATH  Google Scholar 

  • Kaczmarz S (1937) Angenäherte auflösung von systemen linearer Gleichungen. Bull Acad Polonaise Sci et Lett A. pp 355–357

  • Kassay G, Rădulescu VD (2019) Equilibrium problems and applications. Academic Press, Elsevier

    MATH  Google Scholar 

  • Kiwiel KC (2001) Convergence and efficiency of subgradient methods for quasiconvex minimization. Math Progr Ser A 90:1–25

    Article  MathSciNet  MATH  Google Scholar 

  • Konnov I.V (2001) Combined relaxation methods for variational inequalities. Lecture Notes in Economics and Mathematical Systems. 495. Springer

  • Konnov IV (2007) Economics models and variational inequalities. Elsevier, Amsterdam

    MATH  Google Scholar 

  • Mangasarian O (1969) Nonlinear programming. McGraw-Hill, New York

    MATH  Google Scholar 

  • Mastroeni G (2003) On auxiliary pricinple for equilibrium problems. In: Daniele F, Maugeri A (eds) Equilibrium problems and variational. Kluwer, Alphen aan den Rijn, pp 289–298

    Chapter  MATH  Google Scholar 

  • Morishima M (1977) Walras’ economics: a pure theory of capital and money. Cambrige University Press, Cambrige

    Google Scholar 

  • Moudafi A (1999) Proximal point algorithm extended to equilibrium problems. J Nat Geom 15:91–100

    MathSciNet  MATH  Google Scholar 

  • Muu LD, Oettli W (1992) Convergence of an adaptive penalty scheme for finding constrained equilibria. Nonlinear Anal TMA 18:1159–1166

    Article  MathSciNet  MATH  Google Scholar 

  • Muu LD, Quoc TD (2009) Regularization algorithms for solving monotone Ky Fan inequalities with application to a Nash-Cournot equilibrium model. J Optim Theory Appl 142:185–204

    Article  MathSciNet  MATH  Google Scholar 

  • von Neumann J (1950) Functional Operators, Vol. II. The geometry of orthogonal spaces, Princeton University Press, Princeton, NJ, Ann. Math. Stud.,22 . Reprint of mimeographed lecture notes first distributed in 1933

  • Penot JP, Zalinescu C (2000) Elements of quasiconvex subdifferential calculus. J Convex Anal 7:243–269

    MathSciNet  MATH  Google Scholar 

  • Santos SP, Scheimberg S (2011) An inexact subgradient algorithm for equilibrium problems. J Comput Appl Math 30:91–107

    MathSciNet  MATH  Google Scholar 

  • Schu J (1991) Iterative construction of fixed points of asymptotically nonexpansive mappings. J Math Anal Appl 158:407–413

    Article  MathSciNet  MATH  Google Scholar 

  • Schu J (1991) Approximation of fixed points of asymptotically nonexpansive mappings. Proc Am Math Soc 112:143–151

    Article  MathSciNet  MATH  Google Scholar 

  • Tada A, Takahashi W (2007) Weak and strong convergence theorem for nonexpansive mapping and equilibrium problem. J Optim Theory Appl 133:359–370

    Article  MathSciNet  MATH  Google Scholar 

  • Takahashi W, Toyoda M (2003) Weak convergence theorems for nonexpansive mappings and monotone mappings. J Optim Theory Appl 118:417–428

    Article  MathSciNet  MATH  Google Scholar 

  • Takahashi S, Takahashi W (2007) Viscosity approximation methods for equilibrium problems and fixed point problems in Hilbert spaces. J Math Anal Appl 331:506–515

    Article  MathSciNet  MATH  Google Scholar 

  • Tan KK, Xu HK (1994) Fixed point iteration processes for asymptotically nonexpansive mappings. Proc Am Math Soc 122:733–739

    Article  MathSciNet  MATH  Google Scholar 

  • Tran DQ, Dung LM, Nguyen VH (2008) Extragradient algorithms extended to equilibrium problems. Optimization 57:749–776

    Article  MathSciNet  MATH  Google Scholar 

  • Vuong PT, Strodiot JJ, Nguyen VH (2013) Extragradient methods and linesearch algorithms for solving Ky Fan inequalities and fixed point problems. J Optim Theory Appl 155:605–627

    Article  MathSciNet  MATH  Google Scholar 

  • Walras L (1874) Eléments d’économie politique pure, Corbas

  • Wang ZM, Su Y, Cho SY, Lou W (2011) A new iterative algorithm for equilibrium and fixed point problems of nonexpansive mapping. J Glob Optim 50:457–472

    Article  MathSciNet  MATH  Google Scholar 

  • Yen LH, Muu LD (2020) A subgradient method for equilibrium problems involving quasiconvex bifunction. Oper Res Lett 48:579–583

    Article  MathSciNet  MATH  Google Scholar 

  • Zeidler E (1986) Nonlinear functional analysis and its applications I. Springer, New York

    Book  MATH  Google Scholar 

  • Zhu D, Marcotte P (1995) A new class of generalized monotonicity. J Optim Theory Appl 87:457–471

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The authors would like to thank the editor in chief, the editors and the referees very much for their constructive comments and suggestions, especially on the sufficient condition for the existence of a common solution of equilibrium and fixed point problems and the presentation of their submitted version. These helped them very much in revising their paper.

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Correspondence to Bui Van Dinh.

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A part of this article was written while the third author was visiting Vietnam Institute for Advanced Study in Mathematics (VIASM). He would like to thank the institute for warm hospitality and partial support.

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Hai, N.N., Muu, L.D. & Van Dinh, B. An algorithm for quasiconvex equilibrium problems and asymptotically nonexpansive mappings: application to a Walras model with implicit supply–demand. Math Meth Oper Res 98, 299–324 (2023). https://doi.org/10.1007/s00186-023-00837-w

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  • DOI: https://doi.org/10.1007/s00186-023-00837-w

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