The parameter basin and complex of dynamic game with estimation and two-stage consideration

This paper analyses the dynamics of a duopoly Cournot game model with players having different adjustment mechanisms and expectations, where one player adopts "one-period look-ahead" behavior and makes his decision based on his estimations, the other player makes his decision based on myopic adjustment equation and naive expectation (a bounded rational mechanism). Dynamic system concepts are integrated into this game model for understanding the evolution of the strategic decisions over multiple time periods. This paper studies the estimation accuracy by assuming that the second player makes his estimation based on recursive least-square (RLS) algorithm and compares the profit in two-period decision-making process with that in one-period decision-making process. It also analyzes the local stability and global stability of this system by assuming that the second player has accurate estimations. The results have an important theoretical and practical significance to the game models with two-stage consideration.

[1]  Zhen Wang,et al.  If players are sparse social dilemmas are too: Importance of percolation for evolution of cooperation , 2012, Scientific Reports.

[2]  Laura Gardini,et al.  Role of invariant and minimal absorbing areas in chaos synchronization , 1998 .

[3]  Junhai Ma,et al.  The research on Cournot–Bertrand duopoly model with heterogeneous goods and its complex characteristics , 2013 .

[4]  Jing Wang,et al.  Stability analysis of constrained inventory systems with transportation delay , 2012, Eur. J. Oper. Res..

[5]  Shie Mannor,et al.  The kernel recursive least-squares algorithm , 2004, IEEE Transactions on Signal Processing.

[6]  Abhay A. Pashilkar,et al.  Evaluation of Recursive Least Squares algorithm for parameter estimation in aircraft real time applications , 2011 .

[7]  Tao Xie,et al.  Complex dynamics of duopoly game with heterogeneous players: A further analysis of the output model , 2012, Appl. Math. Comput..

[8]  Changying Li,et al.  Innovation, licensing, and price vs. quantity competition , 2010 .

[9]  Geert Deconinck,et al.  Analysis of dynamic game played with inaccurate demand beliefs , 2014, Appl. Math. Comput..

[10]  Hamed Kebriaei,et al.  Cournot games with linear regression expectations in oligopolistic markets , 2010, Math. Comput. Simul..

[11]  Hamed Kebriaei,et al.  Decision making in dynamic stochastic Cournot games , 2011, Math. Comput. Simul..

[12]  Hamed Kebriaei,et al.  On the stability of quadratic dynamics in discrete time n-player Cournot games , 2012, Autom..

[13]  Junhai Ma,et al.  Research on game model and complexity of retailer collecting and selling in closed-loop supply chain , 2013 .

[14]  Zhen Wang,et al.  Spontaneous Symmetry Breaking in Interdependent Networked Game , 2014, Scientific Reports.

[15]  Ting Li,et al.  The complex dynamics of R&D competition models of three oligarchs with heterogeneous players , 2013 .

[16]  Junhai Ma,et al.  Complex Dynamics Analysis for a Cournot-Bertrand Mixed Game Model with Delayed Bounded Rationality , 2013 .

[17]  Yu-Chung Tsao,et al.  Dynamic decision-making in a two-stage supply chain with repeated transactions , 2012 .

[18]  Xing Gao,et al.  Equilibrium stability of a nonlinear heterogeneous duopoly game with extrapolative foresight , 2012, Math. Comput. Simul..

[19]  Junhai Ma,et al.  Complexity of triopoly price game in Chinese cold rolled steel market , 2012 .

[20]  A. A. Elsadany,et al.  Complex dynamics and chaos control of heterogeneous quadropoly game , 2013, Appl. Math. Comput..

[21]  Junhai Ma,et al.  Complex system and influence of delayed decision on the stability of a triopoly price game model , 2013 .

[22]  L. U. Yali Dynamics of a Delayed Duopoly Game with Increasing Marginal Costs and Bounded Rationality Strategy , 2011 .

[23]  Lin Wang,et al.  Degree mixing in multilayer networks impedes the evolution of cooperation , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[24]  Hu Yuanbiao Iterative and recursive least squares estimation algorithms for moving average systems , 2013 .

[25]  Zhen Wang,et al.  Impact of Social Punishment on Cooperative Behavior in Complex Networks , 2013, Scientific Reports.

[26]  Laura Gardini,et al.  Multistability and cyclic attractors in duopoly games , 2000 .

[27]  Sameh S. Askar,et al.  Complex dynamic properties of Cournot duopoly games with convex and log-concave demand function , 2014, Oper. Res. Lett..

[28]  Jianguo Du,et al.  Dynamics analysis and chaos control of a duopoly game with heterogeneous players and output limiter , 2013 .

[29]  A. A. Elsadany,et al.  Competition analysis of a triopoly game with bounded rationality , 2012 .

[30]  Mauro Sodini,et al.  Nonlinear Dynamics in a Cournot Duopoly with Different Attitudes towards Strategic Uncertainty , 2013 .