Self-segregation and enhanced cooperation in an evolving population through local information transmission

Effects of local information transmission and imitation among agents in an evolving population consisting of agents competing for limited resources are studied numerically through a model based on the evolutionary minority game (EMG). Enhanced cooperation is found to result from an effective self-segregation of the population into two groups with opposite characters. The self-segregation leads to an enhanced cooperation in that the winners per turn in the present model is higher than that in the minority game and EMG, and approaches the limiting value of (N−1)/2, where N is the number of agents in the population.

[1]  Andrea Cavagna,et al.  THERMAL MODEL FOR ADAPTIVE COMPETITION IN A MARKET , 1999 .

[2]  P. M. Hui,et al.  Evolutionary minority game with heterogeneous strategy distribution , 2000 .

[3]  Yi-Cheng Zhang,et al.  Emergence of cooperation and organization in an evolutionary game , 1997 .

[4]  Rick L. Riolo,et al.  Adaptive Competition, Market Efficiency, and Phase Transitions , 1999 .

[5]  Horacio Ceva Self-organization, resources and strategies in a minority game , 1999 .

[6]  Neil F. Johnson,et al.  Crowd effects and volatility in markets with competing agents , 1999 .

[7]  P. M. Hui,et al.  Crowd–anticrowd theory of the minority game , 2001 .

[8]  N. Johnson,et al.  Self-Organized Segregation within an Evolving Population , 1998, cond-mat/9810142.

[9]  F. Slanina Harms and benefits from social imitation , 2001, cond-mat/0107236.

[10]  V. Eguíluz,et al.  Transmission of information and herd Behavior: an application to financial markets. , 1999, Physical review letters.

[11]  Shahar Hod,et al.  Self-segregation versus clustering in the evolutionary minority game. , 2002, Physical review letters.

[12]  P M Hui,et al.  Generalized strategies in the minority game. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[13]  E. Burgos,et al.  Self organization in a minority game: the rôle of memory and a probabilistic approach , 2000 .

[14]  F. Slanina Social organization in the Minority Game model , 2000, cond-mat/0006098.

[15]  John H. Holland,et al.  Emergence. , 1997, Philosophica.

[16]  Wang Bing-Hong,et al.  Cooperation in the Mixed Population Minority Game with Imitation , 2001 .

[17]  P. M. Hui,et al.  Segregation in a competing and evolving population , 2000 .

[18]  Yicheng Zhang,et al.  On the minority game: Analytical and numerical studies , 1998, cond-mat/9805084.

[19]  Johnson,et al.  Theory of the evolutionary minority game , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[20]  P. M. Hui,et al.  Crowd-anticrowd theory of multi-agent market games , 2001 .

[21]  G. J. Rodgers,et al.  The Hamming Distance in the Minority Game , 1999, adap-org/9902001.

[22]  W. Arthur Inductive Reasoning and Bounded Rationality , 1994 .

[23]  G. J. Rodgers,et al.  Non-universal scaling and dynamical feedback in generalized models of financial markets , 2002 .