Nonlinear dynamics in the Cournot duopoly game with heterogeneous players

We analyze a nonlinear discrete-time Cournot duopoly game, where players have heterogeneous expectations. Two types of players are considered: boundedly rational and naive expectations. In this study we show that the dynamics of the duopoly game with players whose beliefs are heterogeneous, may become complicated. The model gives more complex chaotic and unpredictable trajectories as a consequence of increasing the speed of adjustment of boundedly rational player. The equilibrium points and local stability of the duopoly game are investigated. As some parameters of the model are varied, the stability of the Nash equilibrium point is lost and the complex (periodic or chaotic) behavior occurs. Numerical simulations are presented to show that players with heterogeneous beliefs make the duopoly game behave chaotically. Also, we get the fractal dimension of the chaotic attractor of our map which is equivalent to the dimension of Henon map.

[1]  Ahmed Sadek Hegazi,et al.  Complex dynamics and synchronization of a duopoly game with bounded rationality , 2002, Math. Comput. Simul..

[2]  Gian Italo Bischi,et al.  Equilibrium selection in a nonlinear duopoly game with adaptive expectations , 2001 .

[3]  Floris Takens,et al.  Hyperbolicity and sensitive chaotic dynamics at homoclinic bifurcations : fractal dimensions and infinitely many attractors , 1993 .

[4]  H. N. Agiza Explicit Stability Zones for Cournot Game with 3 and 4 Competitors , 1998 .

[5]  H. N. Agiza,et al.  On the Analysis of Stability, Bifurcation, Chaos and Chaos Control of Kopel Map , 1999 .

[6]  J. Barkley Rosser,et al.  The Development of Complex Oligopoly Dynamics Theory , 2002 .

[7]  Tönu Puu,et al.  Attractors, Bifurcations, & Chaos: Nonlinear Phenomena in Economics , 2000 .

[8]  Tönu Puu,et al.  The chaotic duopolists revisited , 1998 .

[9]  Wouter J. Denhaan The Importance Of The Number Of Different Agents In A Heterogeneous Asset-Pricing Model , 2000 .

[10]  G. Bischi,et al.  Multistability in a dynamic Cournot game with three oligopolists , 1999, Mathematics and Computers in Simulation.

[11]  H. Kunzi,et al.  Lectu re Notes in Economics and Mathematical Systems , 1975 .

[12]  Gernot Sieg,et al.  Stability, Chaos and Multiple Attractors: A Single Agent Makes a Difference(Mathematical Economics) , 2003 .

[13]  Tönu Puu,et al.  Attractors, Bifurcations, and Chaos: Nonlinear Phenomena in Economics , 2000 .

[14]  Gian Italo Bischi,et al.  Global Analysis of a Dynamic Duopoly Game with Bounded Rationality , 2000 .

[15]  Wouter J. Den Haan,et al.  The importance of the number of different agents in a heterogeneous asset-pricing model , 2001 .

[16]  H. Agiza,et al.  Dynamics of a Cournot Game with n-Competitors , 1998 .

[17]  Tönu Puu,et al.  Chaos in duopoly pricing , 1991 .

[18]  Alan Kirman,et al.  Economics with Heterogeneous Interacting Agents , 2001 .

[19]  W. Brock,et al.  Heterogeneous beliefs and routes to chaos in a simple asset pricing model , 1998 .

[20]  M. Hénon A two-dimensional mapping with a strange attractor , 1976 .

[21]  James A. Yorke,et al.  Preturbulence: A regime observed in a fluid flow model of Lorenz , 1979 .

[22]  Denny Gulick Encounters with Chaos , 1992 .

[23]  Michael Kopel,et al.  Simple and complex adjustment dynamics in Cournot duopoly models , 1996 .

[24]  Mauro Gallegati,et al.  Symmetry‐breaking bifurcations and representativefirm in dynamic duopoly games , 1999, Ann. Oper. Res..

[25]  A. A. Elsadany,et al.  The dynamics of Bowley's model with bounded rationality , 2001 .

[26]  David A. Rand,et al.  Exotic phenomena in games and duopoly models , 1978 .