Evolution of trading strategies in a market with heterogeneously informed agents
We present an agent-based simulation of an asset market with heterogeneously informed agents. Genetic programming is applied to optimize the agents’ trading strategies. After optimization, insiders are the only agents able to generate small systematic above-average returns. For all other agents, genetic programming finds a rich variety of trading strategies that are predominantly based on exclusive subsets of their information. This limits their price impact and prevents them from making systematic losses. The resulting low noise renders market prices as largely informationally efficient. Copyright Springer-Verlag 2013
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Volume (Year): 23 (2013)
Issue (Month): 3 (July)
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- Huber, Jurgen & Kirchler, Michael & Sutter, Matthias, 2008. "Is more information always better: Experimental financial markets with cumulative information," Journal of Economic Behavior & Organization, Elsevier, vol. 65(1), pages 86-104, January.
- Jeff Madura & Thanh Ngo, 2008. "Impact of ETF inception on the valuation and trading of component stocks," Applied Financial Economics, Taylor & Francis Journals, vol. 18(12), pages 995-1007.
- Pfeifer, Christian & Schredelseker, Klaus & Seeber, Gilg U.H., 2009. "On the negative value of information in informationally inefficient markets: Calculations for large number of traders," European Journal of Operational Research, Elsevier, vol. 195(1), pages 117-126, May.
- Grossman, Sanford J, 1976. "On the Efficiency of Competitive Stock Markets Where Trades Have Diverse Information," Journal of Finance, American Finance Association, vol. 31(2), pages 573-585, May.
- Lux, Thomas, 1995. "Herd Behaviour, Bubbles and Crashes," Economic Journal, Royal Economic Society, vol. 105(431), pages 881-896, July.
- Figlewski, Stephen, 1982. " Information Diversity and Market Behavior," Journal of Finance, American Finance Association, vol. 37(1), pages 87-102, March.
- Glosten, Lawrence R, 1989. "Insider Trading, Liquidity, and the Role of the Monopolist Specialist," The Journal of Business, University of Chicago Press, vol. 62(2), pages 211-235, April.
- Jegadeesh, Narasimhan & Kim, Woojin, 2006. "Value of analyst recommendations: International evidence," Journal of Financial Markets, Elsevier, vol. 9(3), pages 274-309, August.
- Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
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