Abstract
In this paper Minority Game is applied to model financial market, which deals with the problem how the equilibrium could be dynamically attained as heterogeneous agents interacting with each other. It is found that market self-organization is of evolutionary nature and takes place on longer time-scales. When few agents are present, the market is easily predictable and agents perform slightly better than random agents. When more agents are added, the market becomes more efficient and less predictable. As a whole, the financial market is a zero sum game.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Brian Arthur W (1999) Complexity and the economy. Science 284:107–109
Friedman D (2001) Towards evolutionary game models of financial market. Quant Finance 1:177–185
Lux T (1999) Scaling and criticality in a stochastic multi-agent model of a financial market. Nature 397:498–500
Raberto M, Cincotti S (2003) Traders’ long-run wealth in an artificial financial market. Comput Econ 22:255–272
Stauffer CF (2001) Multi-scaling in the Con-Bouchaud microscopic stock market model. Physica A 300:531–538
Sznajd KW (2002) A simple model of price formation. Int J Mod Phys C 13(1):115–123
Acknowledgments
This research was funded by the Scientific Research Foundation of Bei**g Municipal Commission of Education (No.KM201110028019).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Yu, Y., Zhang, J., Zhang, Y. (2015). Modeling the Financial Market Based on Minority Game. In: Zhang, R., Zhang, Z., Liu, K., Zhang, J. (eds) LISS 2013. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40660-7_191
Download citation
DOI: https://doi.org/10.1007/978-3-642-40660-7_191
Published:
Publisher Name: Springer, Berlin, Heidelberg
Online ISBN: 978-3-642-40660-7
eBook Packages: Business and EconomicsBusiness and Management (R0)