• DocumentCode
    3756552
  • Title

    Heterogeneous Behaviors and Direct Interactions in Artificial Stock Markets

  • Author

    Talal Alsulaiman;Khaldoun Khashanah

  • Author_Institution
    Dept. of Financial Eng., Stevens Inst. of Technol., Hoboken, NJ, USA
  • fYear
    2015
  • Firstpage
    158
  • Lastpage
    163
  • Abstract
    In this paper, we explore the dynamic of stock prices over time by developing an agent-based market. The developed artificial market is comprised of heterogeneous agents occupied with various behaviors and trading strategies. The developed market has property of direct interaction. The environment takes the form of network structure namely, it manifests as a scale-free network. The information will flow between the agents through the linkages that connect them. The model is subjected to testing for goodness of fit to the empirical observations of the S&P500. Furthermore, the effect of increasing the population size of various agent types is investigated.
  • Keywords
    "Sociology","Statistics","Stock markets","Regulators","Radio frequency","Calibration","Investment"
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Computational Intelligence (CSCI), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/CSCI.2015.66
  • Filename
    7424083