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Numerical solutions to coupled-constraint (or generalised Nash) equilibrium problems

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Abstract

This paper is about games where the agents face constraints in the combined strategy space (unlike in standard games where the action sets are defined separately for each player) and about computational methods for solutions to such games. The motivation examples for such games include electricity generation problems with transmission capacity constraints, environmental management to control pollution and internet switching to comply to buffers of bounded capacity. In each such problem a regulator may aim at compliance to standards or quotas through taxes or charges. The relevant solution concept for these games has been known under several names like generalised Nash equilibrium, coupled constraint equilibrium and more. Existing numerical methods converging to such an equilibrium will be explained. Application examples of use of NIRA, which is a suite of Matlab routines that implement one of the methods, will be provided.

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References

  • Aubin J-P (1993) Optima and equilibria. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Debreu G (1952) A social equilibrium existence theorem. Proc Nat Acad Sci 38(10):886–893

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Başar T (1987) Relaxation techniques and asynchronous algorithms for online computation of non-cooperative equilibria. J Econ Dyn Control 11:531–549

    Article  Google Scholar 

  • Berridge S, Krawczyk J (1997) Relaxation algorithms in finding Nash equilibria. Economic Working Papers Archive. URL: http://econwpa.wustl.edu/eprints/comp/papers/9707/9707002.abs

  • Contreras J, Klusch M, Krawczyk JB (2004) Numerical solutions to Nash–Cournot Equilibria in Coupled Constraint Electricity Markets. [doi:10.1109/TPWRS.2003.820692 Copyright 2004 IEEE.] IEEE Trans Power Syst 19(1):195–206

    Article  Google Scholar 

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

    Google Scholar 

  • Fudenberg D, Tirole J (1991) Game theory. MIT Press, Cambridge

    Google Scholar 

  • Haurie A, Krawczyk JB (1997) Optimal charges on river effluent from lumped and distributed sources. Environ Model Assess 2(3):93–106

    Google Scholar 

  • Haurie A, Krawczyk JB (2002) An introduction to dynamic games, internet textbook. URL: http://ecolu-info.unige.ch/~haurie/fame/textbook.pdf

  • Hobbs B, Pang J-S (2006) Nash-Cournot equilibria in electric power markets with piecewise linear demand functions and joint constraints. Operations Research (in press)

  • Harker PT (1991) Generalized Nash games and quasivariational inequalities. Eur J Oper Res 54:81–94

    Article  Google Scholar 

  • Ichiishi T (1983) Game theory for economic analysis. Academic Press, New York

    Google Scholar 

  • Kesselman A, Leonardi S, Bonifaci V (2005) Game-theoretic analysis of internet switching with selfish users. In: Proceedings of the first international workshop on internet and network economics, WINE, Lectures Notes in Computer Science, Vol 3828, pp 236–245

  • Krawczyk JB (2005) Coupled constraint Nash equilibria in environmental games. Resour Energy Econ 27(2):157–181

    Article  Google Scholar 

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

    Article  Google Scholar 

  • McKenzie LW (1959) On the existence of general equilibrium for a competitive market. Econometrica 27:54–71

    Article  Google Scholar 

  • Nikaido H, Isoda K (1955) Note on noncooperative convex games. Pac J Math 5(1):807–815

    Google Scholar 

  • Nagurney A (1993) Network economics: a variational inequality approach. Kluwer, Boston

    Google Scholar 

  • Nurminski EA (1982) Subgradient method for minimizing weakly convex functions and ε-subgradient methods of convex optimization. Progress in Nondifferentiable Optimization: Collaborative Proceedings CP-82-S8, Laxenburg, Austria, International Institute for Applied Systems Analysis, pp 97–123

  • Pang JS, Fukushima M (2005) Quasi-variational inequalities, generalized Nash equilibria and multi-leader-follower games. Comput Manage Sci 1:21–56

    Article  Google Scholar 

  • Randall A (1987) Resource economics. Wiley, New York

    Google Scholar 

  • Robinson SM (1993) Shadow prices for measures of effectiveness. II. General model. Oper Res 41(3):536–548

    Google Scholar 

  • Rosen JB (1965) Existence and uniqueness of equilibrium points for concave n-person games. Econometrica 33(3):520–534

    Article  Google Scholar 

  • Tidball M, Zaccour G (2005) An environmental game with coulpling constraints. Environ Model Assess 10:153–158

    Article  Google Scholar 

  • Shor NZ (1985) Minimization methods for non-differentiable functions. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Uryasev S, Rubinstein RY (1994) On relaxation algorithms in computation of noncooperative equilibria. IEEE Trans Autom Control 39(6):1263–1267

    Article  Google Scholar 

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Correspondence to Jacek Krawczyk.

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Krawczyk, J. Numerical solutions to coupled-constraint (or generalised Nash) equilibrium problems. CMS 4, 183–204 (2007). https://doi.org/10.1007/s10287-006-0033-9

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  • DOI: https://doi.org/10.1007/s10287-006-0033-9

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