Abstract
In this paper, we propose a method for finding a Nash equilibrium of two-person games with alternating offers. The proposed method is referred to as the inexact proximal alternating direction method. In this method, the idea of alternating direction method simulates alternating offers in the game, while the inexact solutions of subproblems can be matched to the assumptions of incomplete information and bounded individual rationality in practice. The convergence of the proposed method is proved under some suitable conditions. Numerical tests show that the proposed method is competitive to the state-of-the-art algorithms.
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von Neumann, J., Morgenstern, O.: Theory of Games and Economic Behavior (sixtieth Anniversary edition). Princeton University Press, Princeton (2004)
Osborne, M.J., Rubinstein, A. (eds.): A Course in Game Theory. MIT Press, London (1994)
McKelvey, R.D., McLennan, A.: Computation of equilibria in finite games. In: Amman, H., Kendrick, D., Rust, J. (eds.) Handbook of Computational Economics, vol. 1, pp. 87–142. Elsevier, Amsterdam (2000)
von Stengel, B.: Computing equilibria for two-person games. In: Aumann, R., Hart, S. (eds.) Handbook of Game Theory, vol. 3, pp. 1723–1759. North-Holland, Amsterdam (2002)
Antipin, A.: Extra-proximal methods for solving two-person nonzero-sum games. Math. Program., Ser. B 120, 147–177 (2009)
Orbay, H.: Computing Cournot equilibrium through maximization over prices. Econ. Lett. 105, 71–73 (2009)
Yuan, Y.X.: A trust region algorithm for Nash equilibrium problems. Pac. J. Optim. 7(1), 125–138 (2010)
Facchinei, F., Kanzow, C.: Generalized Nash equilibrium problems. Ann. Oper. Res. 175, 177–211 (2010)
Zhang, J.Z., Qu, B., Xiu, N.H.: Some projection-like methods for the generalized Nash equilibria. Comput. Optim. Appl. 45, 89–109 (2010)
Han, D.R., Zhang, H.C., Qian, G., Xu, L.L.: An improved two-step method for solving generalized Nash equilibrium problems. Eur. J. Oper. Res. 216, 613–623 (2012)
Xu, L.L., Han, D.R.: A proximal alternating direction method for weakly coupled variational inequalities. Pac. J. Optim. (2012, to appear)
Facchinei, F., Piccialli, V., Sciandrone, M.: Decomposition algorithms for generalized potential games. Comput. Optim. Appl. 50(2), 237–262 (2011)
Ray, I., Williams, J.: Locational asymmetry and the potential for cooperation on a canal. J. Dev. Econ. 67, 129–155 (2002)
Hart, S.: Nonzero-sum two-person repeated games with incomplete information. Math. Oper. Res. 10(1), 117–153 (1985)
Diskin, A., Felsenthal, D.: Individual rationality and bargaining. Public Choice 133, 25–29 (2007)
Nash, J.: Non-cooperative games. Ann. Math. 54(2), 286–295 (1951)
He, B.S., Yang, H., Wang, S.L.: Alternating directions method with self-adaptive penalty parameters for monotone variational inequalities. J. Optim. Theory Appl. 106, 337–356 (2000)
Peaceman, D., Racheord, H.: The numerical solution of parabolic and elliptic differential equations. J. Soc. Ind. Appl. Math. 3, 28–41 (1955)
Douglas, J.: On the numerical integration of U xx +U yy =U t by implicit methods. J. Soc. Ind. Appl. Math. 3, 42–65 (1955)
Eckstein, J., Bertsekas, D.P.: On the Douglas–Rachford splitting method and the proximal point algorithm for maximal monotone operators. Math. Program. 55, 293–318 (1992)
Eckstein, J., Svaiter, B.F.: A family of projective splitting methods for the sum of two maximal monotone operators. Math. Program., Ser. B 111, 173–199 (2008)
Fukushima, M.: Application of the alternating direction method of multipliers to separable convex programming problems. Comput. Optim. Appl. 1, 93–111 (1992)
He, B.S., Liao, L.Z., Han, D.R., Yang, H.: A new inexact alternating directions method for monotone variational inequalities. Math. Program., Ser. A 92, 103–118 (2002)
Tseng, P.: Alternating projection-proximal methods for convex programming and variational inequalities. SIAM J. Optim. 7, 951–965 (1997)
Facchinei, F., Fischer, A., Piccialli, V.: Generalized Nash equilibrium problems and Newton methods. Math. Program. 117, 163–194 (2009)
Facchinei, F., Kanzow, C.: Penalty methods for the solution of generalized Nash equilibrium problems. SIAM J. Optim. 20, 2228–2253 (2010)
Krawczyk, J., Uryasev, S.: Relaxation algorithms to find Nash equilibria with economic applications. Environ. Model. Assess. 5, 63–73 (2000)
De Marco, G., Morgan, J.: Slightly altruistic equilibria. J. Optim. Theory Appl. 137, 347–362 (2008)
Acknowledgements
This work was supported by the Natural Science Foundation of China (61170308), the Natural Science Foundation of FuJian Province (2011J01008), and FuJian Province Education Department (JA11033). The authors are very grateful to the editor and two anonymous referees for their constructive comments which helped improving the quality of the manuscript greatly.
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Communicated by Liqun Qi.
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Peng, Z., Zhu, W. An Alternating Direction Method for Nash Equilibrium of Two-Person Games with Alternating Offers. J Optim Theory Appl 157, 533–551 (2013). https://doi.org/10.1007/s10957-012-0165-8
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DOI: https://doi.org/10.1007/s10957-012-0165-8