Abstract
This article deals with the general theory of games played over uncontrolled event trees, i.e., games where the transition from one node to another is nature’s decision and cannot be influenced by the players’ actions. The solution concept for this class of games was introduced under the name of S-adapted equilibrium, where S stands for sample of realizations of the random process. In this paper, it is assumed that the players also face a coupled constraint at each node, and therefore the relevant solution concept is the normalized equilibrium à la Rosen. Existence and uniqueness conditions for this equilibrium are provided, as well as a stochastic-control formulation of the game and a maximum principle. A simple illustrative example in environmental economics is presented.
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Notes
We heavily draw on Haurie et al. [5] for the description of this class of games.
The results of this scenario are available from the authors upon request.
References
Haurie, A., Zaccour, G., Smeers, Y.: Stochastic equilibrium programming for dynamic oligopolistic markets. J. Optim. Theory Appl. 66(2), 243–253 (1990)
Gurkan, G., Ozge, A.Y., Robinson, S.M.: Sample-path solution of stochastic variational inequalities. Math. Progr. 84(2), 313–333 (1999)
Haurie, A., Moresino, F.: S-adapted oligopoly equilibria and approximations in stochastic variational inequalities. Ann. Oper. Res. 114(1–4), 183–201 (2002)
Haurie, A., Zaccour, G.: S-adapted equilibria in games played over event trees: an overview. In: Nowak, A., Szajowski, K. (eds.) Advances in Dynamic Games, Annals of the International Society of Dynamic Games, vol. 7, pp. 417–444. Birkhauser, Boston (2005)
Haurie, A., Krawczyk, J., Zaccour, G.: Games and Dynamic Games. World Scientific - Now publishers series in business. World Scientific Publishing Company, Incorporated (2012)
Pineau, P.O., Murto, P.: An oligopolistic investment model of the Finnish electricity market. Ann. Oper. Res. 121(1–4), 123–148 (2003)
Genc, T.S., Sen, S.: An analysis of capacity and price trajectories for the Ontario electricity market using dynamic Nash equilibrium under uncertainty. Energy Econ. 30(1), 173–191 (2008)
Pineau, P.O., Rasata, H., Zaccour, G.: A dynami coligopolistic electricity market with interdependent market segments. Energy J. 32(4), 183–218 (2011)
Rosen, J.B.: Existence and uniqueness of equilibrium points for concave n-person games. Econometrica 33, 520–534 (1965)
Harker, P.T.: Generalized Nash games and quasi-variational inequalities. Eur. J. Oper. Res. 54(1), 81–94 (1991)
Carlson, D., Haurie, A.: Infinite horizon dynamic games with coupled state constraints. In: Filar, J., Gaitsgory, V., Mizukami, K. (eds.) Advances in Dynamic Games and Applications, Annals of the International Society of Dynamic Games, vol. 5, pp. 195–212. Birkhauser, Boston (2000)
Carlson, D., Haurie, A.: A turnpike theory for infinite horizon open-loop differential games with decoupled controls. In: Olsder, G. (ed.) New Trends in Dynamic Games and Applications, Annals of the International Society of Dynamic Games, vol. 3, pp. 353–376. Birkhauser, Boston (1995)
Carlson, D., Haurie, A.: A turnpike theory for infinite-horizon open-loop competitive processes. SIAM J. Control Optim. 34(4), 1405–1419 (1996)
Carlson, D.: The existence and uniqueness of equilibria in convex games with strategies in Hilbert spaces. In: Altman, E., Pourtallier, O. (eds.) Advances in Dynamic Games and Applications, Annals of the International Society of Dynamic Games, vol. 6, pp. 79–97. Birkhauser, Boston (2001)
Carlson, D.: Uniqueness of normalized Nash equilibrium for a class of games with strategies in Banach spaces. In: Zaccour, G. (ed.) Decision and Control in Management Science: Essays in honor of Alain Haurie, Advances in Computational Management Science, vol. 4, pp. 333–348. Springer, New York (2002)
Craven, B.: Mathematical programming and control theory, Chapter 5, Section 2 . Chapman and Hall, Chapman and Hall mathematics series, London (1978)
Krawczyk, J.B.: Coupled constraint Nash equilibria in environmental games. Resour. Energy Econ. 27(2), 157–181 (2005)
Haurie, A., Zaccour, G.: Differential game models of global environmental management. In: Carraro, C., Filar, J. (eds.) Control and Game-Theoretic Models of the Environment, Annals of the International Society of Dynamic Games, vol. 2, pp. 3–23. Birkhauser, Boston (1995)
Haurie, A.: Environmental coordination in dynamic oligopolistic markets. Group Decis. Negot. 4(1), 39–57 (1995)
Haurie, A., Krawczyk, J.: Optimal charges on river effluent from lumped and distributed sources. Environ. Model. Assess. 2(3), 177–189 (1997)
Krawczyk, J., Uryasev, S.: Relaxation algorithms to find Nash equilibria with economic applications. Environ. Model. Assess. 5(1), 63–73 (2000)
Krawczyk, J.: Numerical solutions to coupled-constraint (or generalized Nash) equilibrium problems. Comput. Manag. Sci. 4(2), 183–204 (2007)
Tidball, M., Zaccour, G.: An environmental game with coupling constraints. Environ. Model. Assess. 10(2), 153–158 (2005)
Tidball, M., Zaccour, G.: A differential environmental game with coupling constraints. Optim. Control Appl. Methods 30(2), 197–207 (2009)
Contreras, J., Klusch, M., Krawczyk, J.: Numerical solutions to Nash–Cournot equilibria in coupled constraint electricity markets. IEEE Trans. Power Syst. 19(1), 195–206 (2004)
Pang, J.S., Fukushima, M.: Quasi-variational inequalities, generalized Nash equilibria, and multi-leader-follower games. Comput. Manag. Sci. 2(1), 21–56 (2005)
Drouet, L., Haurie, A., Moresino, F., Vial, J.P., Vielle, M., Viguier, L.: An oracle based method to compute a coupled equilibrium in a model of international climate policy. Comput. Manag. Sci. 5(1–2), 119–140 (2008)
Drouet, L., Haurie, A., Vial, J.P., Vielle, M.: A game of international climate policy solved by a homogeneous oracle-based method for variational inequalities. In: Breton, M., Szajowski, K. (eds.) Advances in Dynamic Games, Annals of the International Society of Dynamic Games, vol. 11, pp. 469–488. Birkhauser, Boston (2011)
Contreras, J., Krawczyk, J.B., Zuccollo, J.: Electricity market games with constraints on transmission capacity and emissions. 30th Conference of the International Association for Energy Economics (2007)
Ferris, M.C., Mangasarian, O.L., Wright, S.J.: Linear Programming with MATLAB (MPS-SIAM Series on Optimization), 1st edn. Society for Industrial and Applied Mathematics, Philadelphia (2008)
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We would like to thank the two anonymous Reviewers and Professor George Leitmann for their helpful comments. The research was supported by NSERC and SSRHC, Canada
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Communicated by Francesco Zirilli.
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Kuchesfehani , E.K., Zaccour, G. S-adapted Equilibria in Games Played Over Event Trees with Coupled Constraints. J Optim Theory Appl 166, 644–658 (2015). https://doi.org/10.1007/s10957-014-0623-6
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DOI: https://doi.org/10.1007/s10957-014-0623-6