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Computing all solutions of linear generalized Nash equilibrium problems

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Abstract

In this paper we consider linear generalized Nash equilibrium problems, i.e., the cost and the constraint functions of all players in a game are assumed to be linear. Exploiting duality theory, we design an algorithm that is able to compute the entire solution set of these problems and that terminates after finite time. We present numerical results on some academic examples as well as some economic market models to show effectiveness of our algorithm in small dimensions.

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References

  • Dorsch D, Jongen HTh, Shikhman V (2013) On structure and computation of generalized Nash equilibria. SIAM J Optim 23:452–474

    Article  MathSciNet  MATH  Google Scholar 

  • Dreves A (2014) Finding all solutions of affine generalized Nash equilibrium problems with one-dimensional strategy sets. Math Methods Oper Res 80:139–159

    Article  MathSciNet  MATH  Google Scholar 

  • Dreves A, Facchinei F, Fischer A, Herrich M (2014) A new error bound result for generalized Nash equilibrium problems and its algorithmic application. Comput Optim Appl 59:63–84

    Article  MathSciNet  MATH  Google Scholar 

  • Dreves A, Facchinei F, Kanzow C, Sagratella S (2011) On the solution of the KKT conditions of generalized Nash equilibrium problems. SIAM J Optim 21:1082–1108

    Article  MathSciNet  MATH  Google Scholar 

  • Dreves A, von Heusinger A, Kanzow C, Fukushima M (2013) A globalized Newton method for the computation of normalized Nash equilibria. J Global Optim 56:327–340

    Article  MathSciNet  MATH  Google Scholar 

  • Dreves A, Kanzow C, Stein O (2012) Nonsmooth optimization reformulations of player convex generalized Nash equilibrium problems. J Global Optim 53:587–614

    Article  MathSciNet  MATH  Google Scholar 

  • Dreves A, Sudermann-Merx N (2016) Solving linear generalized Nash equilibrium problems numerically. Optim Methods Softw. doi:10.1080/10556788.2016.1165676

    MathSciNet  MATH  Google Scholar 

  • Facchinei F, Kanzow C (2010) Generalized Nash equilibrium problems. Ann Oper Res 1755:177–211

    Article  MathSciNet  MATH  Google Scholar 

  • Facchinei F, Kanzow C (2010) Penalty methods for the solution of generalized Nash equilibrium problems. SIAM J Optim 20:2228–2253

    Article  MathSciNet  MATH  Google Scholar 

  • Facchinei F, Fischer A, Piccialli V (2009) Generalized Nash equilibrium problems and Newton methods. Math Program 117:163–194

    Article  MathSciNet  MATH  Google Scholar 

  • Facchinei F, Pang J-S (2009) Nash equilibria: The variational approach. In: Eldar Y, Palomar D (eds) Convex optimization in signal processing and communications. Cambridge University Press, Cambridge, pp 443–493

    Chapter  Google Scholar 

  • Facchinei F, Sagratella S (2011) On the computation of all solutions of jointly convex generalized Nash equilibrium problems. Optim Lett 5(3):531–547

    Article  MathSciNet  MATH  Google Scholar 

  • Fischer A, Herrich M, Schönefeld K (2014) Generalized Nash equilibrium problems - recent advances and challenges. Pesqui Oper 34:521–558

    Article  Google Scholar 

  • Han D, Zhang H, Qian G, Xu L (2012) An improved two-step method for solving generalized Nash equilibrium problems. Eur J Oper Res 216:613–623

    Article  MathSciNet  MATH  Google Scholar 

  • Izmailov AF, Solodov MV (2014) On error bounds and Newton-type methods for generalized Nash equilibrium problems. Comput Optim Appl 59:201–218

    Article  MathSciNet  MATH  Google Scholar 

  • Krawczyk JB, Uryasev S (2000) Relaxation algorithm to find Nash equilibria with economic applications. Environ Model Assess 5:63–73

    Article  Google Scholar 

  • Nabetani K, Tseng P, Fukushima M (2011) Parametrized variational inequality approaches to generalized Nash equilibrium problems with shared constraints. Comput Optim Appl 48(3):423–452

    Article  MathSciNet  MATH  Google Scholar 

  • Rosen JB (1965) Existence and uniqueness of equilibrium points for concave \(N\)-person games. Econometrica 33:520–534

    Article  MathSciNet  MATH  Google Scholar 

  • Schiro DA, Pang J-S, Shanbhag UV (2013) On the solution of affine generalized Nash equilibrium problems with shared constraints by Lemke’s method. Math Program 142(1–2):1–46

    Article  MathSciNet  MATH  Google Scholar 

  • Stein O, Sudermann-Merx N (2015) The cone condition and nonsmoothness in linear generalized Nash games. J Optim Theory Appl. doi:10.1007/s10957-015-0779-8

    MATH  Google Scholar 

  • Sudermann-Merx N (2016) Linear generalized Nash equilibrium problems. Dissertation, Karlsruhe Institute of Technology

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Acknowledgments

I would like to thank two anonymous referees for their helpful comments, and one referee for suggesting to compare the new algorithm with the approach presented in Remark 1.

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Correspondence to Axel Dreves.

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Dreves, A. Computing all solutions of linear generalized Nash equilibrium problems. Math Meth Oper Res 85, 207–221 (2017). https://doi.org/10.1007/s00186-016-0562-0

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  • DOI: https://doi.org/10.1007/s00186-016-0562-0

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