IDEAS home Printed from https://ideas.repec.org/a/wsi/ijitdm/v13y2014i03ns0219622014500503.html
   My bibliography  Save this article

Adaptive Behavior and Strategy Switching

Author

Listed:
  • Wei Zhang

    (College of Management and Economics, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin 300072, China;
    China Center for Social Computing and Analytics, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin 300072, China)

  • Ziqiang Wu

    (College of Management and Economics, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin 300072, China)

  • Yongjie Zhang

    (College of Management and Economics, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin 300072, China;
    China Center for Social Computing and Analytics, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin 300072, China)

  • Xiong Xiong

    (College of Management and Economics, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin 300072, China;
    China Center for Social Computing and Analytics, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin 300072, China)

Abstract

Using the Agent-based Computational Finance (ACF) method, we build an artificial stock market with heterogeneous adaptive investors and investigate the evolutionary and interacting relationship between rational investors and irrational investors. We find that with strategy switching, there is a symbiosis among the three kinds of investors in the ACF experiments, although the rational investors are often dominant in the market. And our main findings are robust with agents' scale. When the initial values change, the market ecology achieves new equilibrium.

Suggested Citation

  • Wei Zhang & Ziqiang Wu & Yongjie Zhang & Xiong Xiong, 2014. "Adaptive Behavior and Strategy Switching," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 13(03), pages 567-584.
    • Handle: RePEc:wsi:ijitdm:v:13:y:2014:i:03:n:s0219622014500503
    DOI: 10.1142/S0219622014500503
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0219622014500503
    Download Restriction: Access to full text is restricted to subscribers
    File URL: https://libkey.io/10.1142/S0219622014500503?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robert J. Shiller, 1987. "Investor Behavior in the October 1987 Stock Market Crash: Survey Evidence," NBER Working Papers 2446, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ji, Jingru & Wang, Donghua & Xu, Dinghai, 2019. "Modelling the spreading process of extreme risks via a simple agent-based model: Evidence from the China stock market," Economic Modelling, Elsevier, vol. 80(C), pages 383-391.
    2. Ruwei Zhao & Xiong Xiong & Dehua Shen & Wei Zhang, 2019. "Investor Structure and Stock Price Crash Risk in a Continuous Double Auction Market: An Agent-Based Perspective," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 695-715, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Koutmos, Dimitrios, 2012. "An intertemporal capital asset pricing model with heterogeneous expectations," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(5), pages 1176-1187.
    2. Morris, Stephen & Shin, Hyun Song, 1999. "Risk Management with Interdependent Choice," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 15(3), pages 52-62, Autumn.
    3. D'Arcangelis, Anna Maria & Rotundo, Giulia, 2021. "Herding in mutual funds: A complex network approach," Journal of Business Research, Elsevier, vol. 129(C), pages 679-686.
    4. Sarwar, Ghulam, 2012. "Is VIX an investor fear gauge in BRIC equity markets?," Journal of Multinational Financial Management, Elsevier, vol. 22(3), pages 55-65.
    5. Lucia Bellenzier & J{o}rgen Vitting Andersen & Giulia Rotundo, 2016. "Contagion in the world's stock exchanges seen as a set of coupled oscillators," Papers 1602.07452, arXiv.org.
    6. Jeffrey A. Frankel., 1992. "The Evolving Japanese Financial System, and the Cost of Capital," Center for International and Development Economics Research (CIDER) Working Papers C92-002, University of California at Berkeley.
    7. Chunxin Jia & Yaping Wang & Wei Xiong, 2015. "Social Trust and Differential Reactions of Local and Foreign Investors to Public News," NBER Working Papers 21075, National Bureau of Economic Research, Inc.
    8. Harjeet S. Bhabra & Ashrafee T. Hossain, 2015. "Market conditions, governance and the information content of insider trades," Review of Financial Economics, John Wiley & Sons, vol. 24(1), pages 1-11, January.
    9. Danielsson, Jon & Shin, Hyun Song & Zigrand, Jean-Pierre, 2004. "The impact of risk regulation on price dynamics," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 1069-1087, May.
    10. Nicolas Coeurdacier & Hélène Rey, 2013. "Home Bias in Open Economy Financial Macroeconomics," Journal of Economic Literature, American Economic Association, vol. 51(1), pages 63-115, March.
    11. Lu, Shan & Zhao, Jichang & Wang, Huiwen & Ren, Ruoen, 2018. "Herding boosts too-connected-to-fail risk in stock market of China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 505(C), pages 945-964.
    12. Burkhard Raunig & Johann Scharler & Friedrich Sindermann, 2017. "Do Banks Lend Less in Uncertain Times?," Economica, London School of Economics and Political Science, vol. 84(336), pages 682-711, October.
    13. Georges Prat, 1994. "La formation des anticipations boursières," Économie et Prévision, Programme National Persée, vol. 112(1), pages 101-125.
    14. Ouhinou Amine & Elhachimi Zineb & Kartobi Eddine, 2023. "Study Of The Behavioural Determinants Of Investment In The Era Of The Covid-19 Pandemic Among Socially Responsible Investors In Morocco," Economic Archive, D. A. Tsenov Academy of Economics, Svishtov, Bulgaria, issue 2 Year 20, pages 31-47.
    15. Lucia Bellenzier & Jørgen Vitting Andersen & Giulia Rotundo, 2015. "Contagion in the world's stock exchanges seen as a set of coupled oscillators," Documents de travail du Centre d'Economie de la Sorbonne 15078, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    16. Ian Martin, 2017. "What is the Expected Return on the Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 367-433.
    17. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g81p7j6b6 is not listed on IDEAS
    18. Hommes, Cars H., 2006. "Heterogeneous Agent Models in Economics and Finance," Handbook of Computational Economics, in: Leigh Tesfatsion & Kenneth L. Judd (ed.), Handbook of Computational Economics, edition 1, volume 2, chapter 23, pages 1109-1186, Elsevier.
    19. Yang, Jian & Bessler, David A., 2008. "Contagion around the October 1987 stock market crash," European Journal of Operational Research, Elsevier, vol. 184(1), pages 291-310, January.
    20. James D. Shilling & C.F. Sirmans & Barrett A. Slade, 2017. "Spatial Correlation in Expected Returns in Commercial Real Estate Markets and the Role of Core Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 54(3), pages 297-337, April.
    21. J. Daniel Aromi, 2014. "El mercado cambiario y los contenidos en la prensa: un analisis empírico," Estudios Economicos, Universidad Nacional del Sur, Departamento de Economia, vol. 31(63), pages 3-23, july-dece.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:ijitdm:v:13:y:2014:i:03:n:s0219622014500503. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijitdm/ijitdm.shtml .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.