Skip to main content

Finite Dimensional Variational Inequalities and Nash Equilibria

  • Chapter
  • First Online:
Dynamic Optimization and Differential Games

Part of the book series: International Series in Operations Research & Management Science ((ISOR,volume 135))

Abstract

In this chapter, we lay the foundation for turning our focus from dynamic optimization, which has been the subject of preceding chapters, to the notion of a dynamic game. To fully appreciate the material presented in subsequent chapters, we must in the present chapter review some of the essential features of the theory of finite-dimensional variational inequalities and static noncooperative mathematical games. Today many economists and engineers are exposed to the notion of a game-theoretic equilibrium that we study in this chapter, namely Nash equilibrium. Yet, the relationship of such equilibria to certain nonextremal problems known as fixed-point problems, variational inequalities and nonlinear complementarity problems is not widely understood. It is the fact that, as we shall see, Nash and Nash-like equilibria are related to and frequently equivalent to nonextremal problems that makes the computation and qualitative investigation of such equilibria so tractable. Although the static games discussed in this chapter are really steady states of dynamic games, we are, for the most part, indifferent in this chapter to any underlying dynamics. We also comment that readers familiar with finite-dimensional variational inequalities and static Nash games may wish to skip this chapter.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 329.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

List of References Cited and Additional Reading

  • Auchmuty, G. (1989). Variational principles for variational inequalities. Numerical Functional Analysis and Optimization 10, 863–874.

    Article  Google Scholar 

  • Auslender, A. (1976). Optimisation: Méthodes Numériques. Paris: Masson.

    Google Scholar 

  • Bakusinskii, A. B. and B. T. Poljak (1974). On the solution of variational inequalities. Soviet Mathematics Doklady 15, 1705–1710.

    Google Scholar 

  • Bertsekas, D. P. and E. M. Gafni (1982). Projection methods for variational inequalities with application to the traffic assignment problem. Mathematical Programming Study 17, 139–159.

    Google Scholar 

  • Browder, F. E. (1966). Existence and approximation of solutions of nonlinear variational inequalities. Proceedings of the National Academy of Sciences 56, 1080–1086.

    Article  Google Scholar 

  • Cottle, R. W., J. S. Pang, and R. E. Stone (1992). The Linear Complementarity Problem. Boston: Academic Press.

    Google Scholar 

  • Dafermos, S. C. (1980). Traffic equilibrium and variational inequalities. Transportation Science 14, 42–54.

    Article  Google Scholar 

  • Dafermos, S. C. (1983). An iterative scheme for variational inequalities. Mathematical Programming 26, 40–47.

    Article  Google Scholar 

  • Facchinei, F. and J.-S. Pang (2003a). Finite-Dimensional Variational Inequalities and Complementarity Problems, Volume I. New York: Springer-Verlag.

    Google Scholar 

  • Facchinei, F. and J.-S. Pang (2003b). Finite-Dimensional Variational Inequalities and Complementarity Problems, Volume II. New York: Springer-Verlag.

    Google Scholar 

  • Fiacco, A. V. and G. P. McCormick (1990). Nonlinear Programming: Sequential Unconstrained Minimization Techniques. Reprint. Philadelphia: Society for Industrial and Applied Mathematics.

    Google Scholar 

  • Friesz, T., D., N. Bernstein, R. T. Mehta, and S. Ganjalizadeh (1994). Day-to-day dynamic network disequilibrium and idealized driver information systems. Operations Research 42, 1120–1136.

    Article  Google Scholar 

  • Friesz, T. L., P. A. Viton, and R. L. Tobin (1985). Economic and computational aspects of freight network equilibrium: a synthesis. Journal of Regional Science 25, 29–49.

    Article  Google Scholar 

  • Fukushima, M. (1992). Equivalent differentiable optimization problems and descent methods for asymmetric variational inequality problems. Mathematical Programming 53, 99–110.

    Article  Google Scholar 

  • Goldsman, L. and P. T. Harker (1990). A note on solving general equilibrium problems with variational inequality techniques. Operations Research Letters 9, 335–339.

    Article  Google Scholar 

  • Hammond, J. H. (1984). Solving asymmetric variational inequality problems and systems of equations with generalized nonlinear programming algorithms. Ph. D. thesis, Department of Mathematics, MIT.

    Google Scholar 

  • Harker, P. T. (1983). Prediction of intercity freight flows: theory and application of a generalized spatial price equilibrium model. Ph. D. thesis, University of Pennsylvania.

    Google Scholar 

  • Harker, P. T. (1988). Accelerating the convergence of the diagonalization and projection algorithms for finite-dimensional variational ineqaulities. Mathematical Programming 41, 29–59.

    Article  Google Scholar 

  • Harker, P. T. and J.-S. Pang (1990). Finite-dimensional variational inequality and nonlinear complementarity problems: a survey of theory, algorithms, and applications. Mathematical Programming 48, 161–220.

    Article  Google Scholar 

  • Nagurney, A. (1987). Competitive equilibrium problems, variational inequalities, and regional science. Journal of Regional Science 27, 55–76.

    Article  Google Scholar 

  • Ortega, J. M. and W. C. Rheinboldt (2000). Iterative Solution of Nonlinear Equations in Several Variables (Reprint ed.). Society for Industrial and Applied Mathematics.

    Google Scholar 

  • Pang, J.-S. and D. Chan (1982). Iterative methods for variational and complementary problems. Mathematical Programming 24, 284–313.

    Article  Google Scholar 

  • Peng, J.-M. (1997). Equivalence of variational inequality problems to unconstrained minimization. Mathematical Programming 78, 347–355.

    Google Scholar 

  • Scarf, H. E. (1967). The approximation of fixed points of a continuous mapping. SIAM Journal of Applied Mathematics 15, 1328–1343.

    Article  Google Scholar 

  • Smith, T. E., T. L. Friesz, D. Bernstein, and Z. Suo (1997). A comparison of two minimum norm projective dynamic systems and their relationship to variational inequalities. In M. Ferris and J. S. Pang (Eds.), Complementarity and Variational Problems, pp. 405–424. SIAM.

    Google Scholar 

  • Tobin, R. L. (1986). Sensitivity analysis for variational inequalities. Journal of Optimization Theory and Applications 48, 191–204.

    Google Scholar 

  • Todd, M. J. (1976). The Computation of Fixed Points and Applications. New York: Springer-Verlag.

    Google Scholar 

  • Wu, J. H., M. Florian, and P. Marcotte (1993). A general descent framework for the monotone variational inequality problem. Mathematical Programming 61, 281–300.

    Article  Google Scholar 

  • Yamashita, N., K. Taji, and M. Fukushima (1997). Unconstrained optimization reformulations of variational inequality problems. Journal of Optimization Theory and Applications 92(3), 439–456.

    Article  Google Scholar 

  • Zangwill, W. I. and C. B. Garcia (1981). Pathways to Solutions, Fixed Points, and Equilibria. Englewood Cliffs, NJ: Prentice-Hall.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Terry L. Friesz .

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer Science+Business Media, LLC

About this chapter

Cite this chapter

Friesz, T.L. (2010). Finite Dimensional Variational Inequalities and Nash Equilibria. In: Dynamic Optimization and Differential Games. International Series in Operations Research & Management Science, vol 135. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-72778-3_5

Download citation

Publish with us

Policies and ethics