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Minority games, diversity, cooperativity and the concept of intelligence

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  • Mello, Bernardo A.
  • Cajueiro, Daniel O.

Abstract

In this paper we revisit some minority games formed by two different types of agents. There are some games where the differences of power processing among the agents are fundamental for achieving success. In other games, which are characterized by a dynamical phase transition, the results can only be explained by cooperative intelligence and diversity. In both cases the concept of informational efficiency plays an important role in the understanding of the dynamics. Finally, aiming to explain the results of these games, we try to make a link among diversity, informational efficiency and the concept of intelligence.

Suggested Citation

  • Mello, Bernardo A. & Cajueiro, Daniel O., 2008. "Minority games, diversity, cooperativity and the concept of intelligence," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(2), pages 557-566.
  • Handle: RePEc:eee:phsmap:v:387:y:2008:i:2:p:557-566
    DOI: 10.1016/j.physa.2007.09.014
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    References listed on IDEAS

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    1. A. Martino, 2003. "Dynamics of multi-frequency minority games," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 35(1), pages 143-152, September.
    2. Marsili, Matteo & Piai, Maurizio, 2002. "Colored minority games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 310(1), pages 234-244.
    3. Arthur, W Brian, 1994. "Inductive Reasoning and Bounded Rationality," American Economic Review, American Economic Association, vol. 84(2), pages 406-411, May.
    4. Challet, Damien & Marsili, Matteo & Zhang, Yi-Cheng, 2000. "Modeling market mechanism with minority game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 276(1), pages 284-315.
    5. Ferreira, Fernando F. & de Oliveira, Viviane M. & Crepaldi, Antônio F. & Campos, Paulo R.A., 2005. "Agent-based model with heterogeneous fundamental prices," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 357(3), pages 534-542.
    6. Liu, Ching & Liaw, Sy-Sang, 2006. "Maximize personal gain in the minority game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 360(2), pages 516-524.
    7. Matteo Marsili & Maurizio Piai, 2002. "Colored minority games," Papers cond-mat/0202479, arXiv.org.
    8. Marsili, Matteo, 2001. "Market mechanism and expectations in minority and majority games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 299(1), pages 93-103.
    9. Andrea De Martino, 2003. "Dynamics of multi-frequency minority games," Papers cond-mat/0306507, arXiv.org.
    10. 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.
    11. A. C. C. Coolen & J. A. F. Heimel & D. Sherrington, 2001. "Dynamics of the Batch Minority Game with Inhomogeneous Decision Noise," Papers cond-mat/0106635, arXiv.org, revised Jul 2001.
    12. W. Brian Arthur, 1994. "Inductive Reasoning, Bounded Rationality and the Bar Problem," Working Papers 94-03-014, Santa Fe Institute.
    13. Challet, D. & Zhang, Y.-C., 1997. "Emergence of cooperation and organization in an evolutionary game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 246(3), pages 407-418.
    14. A. De Martino & I. Giardina & M. Marsili & A. Tedeschi, 2004. "Generalized minority games with adaptive trend-followers and contrarians," Papers cond-mat/0403649, arXiv.org.
    15. Johnson, Neil F. & Jefferies, Paul & Hui, Pak Ming, 2003. "Financial Market Complexity," OUP Catalogue, Oxford University Press, number 9780198526650, Decembrie.
    16. Mosetti, Giancarlo & Challet, Damien & Zhang, Yi-Cheng, 2006. "Minority games with heterogeneous timescales," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 365(2), pages 529-542.
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    Cited by:

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    2. Adão, Luiz F.S. & Silveira, Douglas & Ely, Regis A. & Cajueiro, Daniel O., 2022. "The impacts of interest rates on banks’ loan portfolio risk-taking," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).

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