Strategies and Evolution in the Minority Game: A Multi- Round Strategy Experiment
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- Linde, Jona & Sonnemans, Joep & Tuinstra, Jan, 2014. "Strategies and evolution in the minority game: A multi-round strategy experiment," Games and Economic Behavior, Elsevier, vol. 86(C), pages 77-95.
- Sonnemans, J. & Tuinstra, J. & Linde, J., 2013. "Strategies and Evolution in the Minority Game: A Multi- Round Strategy Experiment," CeNDEF Working Papers 13-02, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
References listed on IDEAS
- Jordi Brandts & Gary Charness, 2011. "The strategy versus the direct-response method: a first survey of experimental comparisons," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 375-398, September.
- Christoph Brunner & Colin F. Camerer & Jacob K. Goeree, 2011. "Stationary Concepts for Experimental 2 X 2 Games: Comment," American Economic Review, American Economic Association, vol. 101(2), pages 1029-1040, April.
- Thorsten Chmura & Werner Güth, 2011.
"The Minority of Three-Game: An Experimental and Theoretical Analysis,"
Games, MDPI, vol. 2(3), pages 1-22, September.
- Thorsten Chmura & Werner Güth & Thomas Pitz & Anthony Ziegelmeyer, 2010. "The Minority of Three-Game: An Experimental and Theoretical Analysis," Jena Economics Research Papers 2010-071, Friedrich-Schiller-University Jena.
- Alberto Fernández & Sergio Gómez, 2008. "Solving Non-Uniqueness in Agglomerative Hierarchical Clustering Using Multidendrograms," Journal of Classification, Springer;The Classification Society, vol. 25(1), pages 43-65, June.
- Płatkowski, Tadeusz & Ramsza, Michał, 2003. "Playing minority game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 323(C), pages 726-734.
- repec:dau:papers:123456789/6223 is not listed on IDEAS
- Hommes, Cars & Sonnemans, Joep & Tuinstra, Jan & van de Velden, Henk, 2005. "A strategy experiment in dynamic asset pricing," Journal of Economic Dynamics and Control, Elsevier, vol. 29(4), pages 823-843, April.
- Amnon Rapoport & Darryl A. Seale & Ido Erev & James A. Sundali, 1998. "Equilibrium Play in Large Group Market Entry Games," Management Science, INFORMS, vol. 44(1), pages 119-141, January.
- Giovanna Devetag & Francesca Pancotto & Thomas Brenner, 2011.
"The Minority Game Unpacked: Coordination and Competition in a Team-based Experiment,"
CEEL Working Papers
1102, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
- Giovanna Devetag & Francesca Pancotto & Thomas Brenner, 2011. "The Minority Game Unpacked: Coordination and Competition in a Team-based Experiment," LEM Papers Series 2011/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- G. Devetag & F. Pancotto & T. Brenner, 2011. "The Minority Game Unpacked: Coordination and Competition in a Team-based Experiment," Working Papers wp770, Dipartimento Scienze Economiche, Universita' di Bologna.
- Renault, Jerome & Scarlatti, Sergio & Scarsini, Marco, 2005.
"A folk theorem for minority games,"
Games and Economic Behavior, Elsevier, vol. 53(2), pages 208-230, November.
- Jerome Renault & Sergio Scarlatti & Marco Scarsini, 2003. "A folk theorem for minority games," ICER Working Papers - Applied Mathematics Series 10-2003, ICER - International Centre for Economic Research.
- Chmura, T. & Pitz, T., 2006. "Successful strategies in repeated minority games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 363(2), pages 477-480.
- Challet, Damien & Marsili, Matteo & Zhang, Yi-Cheng, 2001.
"Stylized facts of financial markets and market crashes in Minority Games,"
Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 294(3), pages 514-524.
- Damien Challet & Matteo Marsili & Yi-Cheng Zhang, 2001. "Stylized facts of financial markets and market crashes in Minority Games," Papers cond-mat/0101326, arXiv.org.
- Iida, Yasunori & Akiyama, Takamasa & Uchida, Takashi, 1992. "Experimental analysis of dynamic route choice behavior," Transportation Research Part B: Methodological, Elsevier, vol. 26(1), pages 17-32, February.
- Erev, Ido & Rapoport, Amnon, 1998. "Coordination, "Magic," and Reinforcement Learning in a Market Entry Game," Games and Economic Behavior, Elsevier, vol. 23(2), pages 146-175, May.
- Challet, Damien & Zhang, Yi-Cheng, 1998. "On the minority game: Analytical and numerical studies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 256(3), pages 514-532.
- Sundali, James A. & Rapoport, Amnon & Seale, Darryl A., 1995. "Coordination in Market Entry Games with Symmetric Players," Organizational Behavior and Human Decision Processes, Elsevier, vol. 64(2), pages 203-218, November.
- Li, Yi & Riolo, Rick & Savit, Robert, 2000. "Evolution in minority games. (I). Games with a fixed strategy space," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 276(1), pages 234-264.
- W. Brian Arthur, 1994. "Inductive Reasoning, Bounded Rationality and the Bar Problem," Working Papers 94-03-014, Santa Fe Institute.
- Bottazzi, Giulio & Devetag, Giovanna, 2003. "A laboratory experiment on the minority game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 324(1), pages 124-132.
- Giulio Bottazzi & Giovanna Devetag, 2007. "Competition and coordination in experimental minority games," Journal of Evolutionary Economics, Springer, vol. 17(3), pages 241-275, June.
- Chmura, Thorsten & Goerg, Sebastian J. & Selten, Reinhard, 2012.
"Learning in experimental 2×2 games,"
Games and Economic Behavior, Elsevier, vol. 76(1), pages 44-73.
- Chmura, Thorsten & Goerg, Sebastian J. & Selten, Reinhard, 2008. "Learning in experimental 2×2 games," Bonn Econ Discussion Papers 18/2008, University of Bonn, Bonn Graduate School of Economics (BGSE).
- Thorsten Chmura & Sebastian Goerg & Reinhard Selten, 2011. "Learning in experimental 2 x 2 games," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2011_26, Max Planck Institute for Research on Collective Goods.
- Sonnemans, Joep & Hommes, Cars & Tuinstra, Jan & van de Velden, Henk, 2004.
"The instability of a heterogeneous cobweb economy: a strategy experiment on expectation formation,"
Journal of Economic Behavior & Organization, Elsevier, vol. 54(4), pages 453-481, August.
- Sonnemans, J. & Hommes, C.H. & Tuinstra, J. & van de Velden, H., 1999. "The Instability of a Heterogeneous Cobweb economy: a Strategy Experiment on Expectation Formation," CeNDEF Working Papers 99-06, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Yip, K.F. & Hui, P.M. & Lo, T.S. & Johnson, N.F., 2003. "Efficient resource distribution in a minority game with a biased pool of strategies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 321(1), pages 318-324.
- Duffy, John & Hopkins, Ed, 2005.
"Learning, information, and sorting in market entry games: theory and evidence,"
Games and Economic Behavior, Elsevier, vol. 51(1), pages 31-62, April.
- John Duffy & Ed Hopkins, 2001. "Learning, Information and Sorting in Market Entry Games: Theory and Evidence," Edinburgh School of Economics Discussion Paper Series 78, Edinburgh School of Economics, University of Edinburgh.
- John Duffy & Ed Hopkins, 2010. "Learning, Information and Sorting in Market Entry Games: Theory and Evidence," Levine's Working Paper Archive 506439000000000355, David K. Levine.
- Renault, Jerome & Scarlatti, Sergio & Scarsini, Marco, 2005.
"A folk theorem for minority games,"
Games and Economic Behavior,
Elsevier, vol. 53(2), pages 208-230, November.
- Jerome Renault & Sergio Scarlatti & Marco Scarsini, 2003. "A folk theorem for minority games," ICER Working Papers - Applied Mathematics Series 10-2003, ICER - International Centre for Economic Research.
- Marco Scarsini & Jerome Renault & Sergio Scarlatti, 2005. "A folk theorem for minority games," Post-Print hal-00539148, HAL.
- Selten, R. & Chmura, T. & Pitz, T. & Kube, S. & Schreckenberg, M., 2007. "Commuters route choice behaviour," Games and Economic Behavior, Elsevier, vol. 58(2), pages 394-406, February.
- Reinhard Selten & Thorsten Chmura, 2008.
"Stationary Concepts for Experimental 2x2-Games,"
American Economic Review, American Economic Association, vol. 98(3), pages 938-966, June.
- Selten, Reinhard & Chmura, Thorsten, 2005. "Stationary Concepts for Experimental 2x2 Games," Bonn Econ Discussion Papers 33/2005, University of Bonn, Bonn Graduate School of Economics (BGSE).
- Darryl Seale & Amnon Rapoport, 2000.
"Elicitation of Strategy Profiles in Large Group Coordination Games,"
Experimental Economics, Springer;Economic Science Association, vol. 3(2), pages 153-179, October.
- Darryl A. Seale & Amnon Rapoport, 2000. "Elicitation of Strategy Profiles in Large Group Coordination Games," Experimental Economics, Springer;Economic Science Association, vol. 3(2), pages 153-179, October.
- Arthur, W Brian, 1994. "Inductive Reasoning and Bounded Rationality," American Economic Review, American Economic Association, vol. 84(2), pages 406-411, May.
- Gabor J. Szekely & Maria L. Rizzo, 2005. "Hierarchical Clustering via Joint Between-Within Distances: Extending Ward's Minimum Variance Method," Journal of Classification, Springer;The Classification Society, vol. 22(2), pages 151-183, September.
- 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.
- Damien Challet & Matteo Marsili & Yi-Cheng Zhang, 1999. "Modeling Market Mechanism with Minority Game," Papers cond-mat/9909265, arXiv.org.
- Challet, Damien & Marsili, Matteo & Zhang, Yi-Cheng, 2001.
"Minority games and stylized facts,"
Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 299(1), pages 228-233.
- D. Challet & M. Marsili & Y. -C. Zhang, 2001. "Minority Games and stylized facts," Papers cond-mat/0103024, arXiv.org, revised Mar 2001.
- Mordecai Ezekiel, 1938. "The Cobweb Theorem," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 52(2), pages 255-280.
- 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.
- Li, Yi & Riolo, Rick & Savit, Robert, 2000. "Evolution in minority games. (II). Games with variable strategy spaces," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 276(1), pages 265-283.
Citations
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- Collins, Sean M. & James, Duncan & Servátka, Maroš & Vadovič, Radovan, 2020. "Attainment of Equilibrium via Marshallian Path Adjustment: Queueing and Buyer Determinism," MPRA Paper 104444, University Library of Munich, Germany.
- Jørgen Vitting Andersen & Philippe de Peretti, 2017. "New method to detect convergence in simple multi-period market games," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01673331, HAL.
- Jørgen Vitting Andersen & Philippe de Peretti, 2018. "New method to detect convergence in simple multi-period market games with infinite large strategy spaces," Post-Print halshs-01960900, HAL.
- Jørgen Vitting Andersen & Philippe de Peretti, 2017. "New method to detect convergence in simple multi-period market games," Documents de travail du Centre d'Economie de la Sorbonne 17058, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Pietro Guarnieri & Lorenzo Spadoni, 2024. "Norms and anti-coordination: elicitation and priming in an El Farol Bar Game experiment," Discussion Papers 2024/303, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
- Andersen, Jørgen Vitting & de Peretti, Philippe, 2021. "Heuristics in experiments with infinitely large strategy spaces," Journal of Business Research, Elsevier, vol. 129(C), pages 612-620.
- Yamada, Takashi & Hanaki, Nobuyuki, 2016.
"An experiment on Lowest Unique Integer Games,"
Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 463(C), pages 88-102.
- Takashi Yamada & Nobuyuki Hanaki, 2015. "An Experiment on Lowest Unique Integer Games," GREDEG Working Papers 2015-34, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
- Takashi Yamada & Nobuyuki Hanaki, 2016. "An Experiment on Lowest Unique Integer Games," Post-Print halshs-01204814, HAL.
- Jørgen Vitting Andersen & Philippe de Peretti, 2020. "Heuristics in experiments with infinitely large strategy spaces," Post-Print hal-02435934, HAL.
- J{o}rgen Vitting Andersen & Philippe de Peretti, 2020. "Heuristics in experiments with infinitely large strategy spaces," Papers 2005.02337, arXiv.org.
- Jørgen Vitting Andersen & Philippe de Peretti, 2020. "Heuristics in experiments with infinitely large strategy spaces," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-02435934, HAL.
- Chen, Daniel L. & Schonger, Martin, 2016.
"A Theory of Experiments: Invariance of Equilibrium to the Strategy Method of Elicitation and Implications for Social Preferences,"
IAST Working Papers
16-54, Institute for Advanced Study in Toulouse (IAST), revised Feb 2020.
- Chen, Daniel L. & Schonger, Martin, 2016. "A Theory of Experiments: Invariance of Equilibrium to the Strategy Method of Elicitation and Implications for Social Preferences," TSE Working Papers 16-724, Toulouse School of Economics (TSE), revised Feb 2020.
- Jørgen Vitting Andersen & Philippe de Peretti, 2018. "New method to detect convergence in simple multi-period market games with infinite large strategy spaces," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01960900, HAL.
- Christopher K. Hsee & Ying Zeng & Xilin Li & Alex Imas, 2021. "Bounded Rationality in Strategic Decisions: Undershooting in a Resource Pool-Choice Dilemma," Management Science, INFORMS, vol. 67(10), pages 6553-6567, October.
- Collins, Sean M. & James, Duncan & Servátka, Maroš & Vadovič, Radovan, 2020. "Attainment of Equilibrium: Marshallian Path Adjustment and Buyer Determinism," MPRA Paper 104103, University Library of Munich, Germany.
- Linde, Jona & Gietl, Daniel & Sonnemans, Joep & Tuinstra, Jan, 2023. "The effect of quantity and quality of information in strategy tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 305-323.
- Nadir Altinok & Abdurrahman Aydemir, 2015.
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- Takashi Yamada & Nobuyuki Hanaki, 2016. "An Experiment on Lowest Unique Integer Games," Working Papers halshs-01204814, HAL.
- Nadir Altinok & Abdurrahman Aydemir, 2015. "The Unfolding of Gender Gap in Education," Working Papers of BETA 2015-13, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
- Jørgen Vitting Andersen & Philippe de Peretti, 2017. "New method to detect convergence in simple multi-period market games," Post-Print halshs-01673331, HAL.
- Jørgen Vitting Andersen & Philippe de Peretti, 2018. "New method to detect convergence in simple multi-period market games with infinite large strategy spaces," Documents de travail du Centre d'Economie de la Sorbonne 18038, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
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More about this item
Keywords
minority game; strategy experiment; evolution; simulation;All these keywords.
JEL classification:
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
- C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
- C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
- D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CBE-2013-04-13 (Cognitive and Behavioural Economics)
- NEP-EVO-2013-04-13 (Evolutionary Economics)
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