Memory-Based Boolean Game and Self-Organized Phenomena on Networks
HUANG Zi-Gang, WU Zhi-Xi, GUAN Jian-Yue, WANG Ying-Hai
Institute of Theoretical Physics, Lanzhou University, Lanzhou 730000
Memory-Based Boolean Game and Self-Organized Phenomena on Networks
HUANG Zi-Gang;WU Zhi-Xi;GUAN Jian-Yue;WANG Ying-Hai
Institute of Theoretical Physics, Lanzhou University, Lanzhou 730000
关键词 ：
89.75.Hc ,
87.23.Kg ,
02.50.Le ,
87.23.Ge
Abstract ：We study a memory-based Boolean game (MBBG) taking place on a regular ring, wherein each agent acts according to its local optimal states of the last M time steps recorded in memory, and the agents in the minority are rewarded. One free parameter p between 0 and 1 is introduced to denote the strength of the agent willing to make a decision according to its memory. It is found that giving proper willing strength p, the MBBG system can spontaneously evolve to a state of performance better than the random game; while for larger p, the herd behaviour emerges to reduce the system profit. By analysing the dependence of dynamics of the system on the memor capacity M, we find that a higher memory capacity favours the emergence of the better performance state, and effectively restrains the herd behaviour, thus increases the system profit. Considering the high cost of long-time memory, the enhancement of memory capacity for restraining the herd behaviour is also discussed, and M=5 is suggested to be a good choice.
Key words ：
89.75.Hc
87.23.Kg
02.50.Le
87.23.Ge
出版日期: 2006-11-01
引用本文:
HUANG Zi-Gang;WU Zhi-Xi;GUAN Jian-Yue;WANG Ying-Hai. Memory-Based Boolean Game and Self-Organized Phenomena on Networks[J]. 中国物理快报, 2006, 23(11): 3119-3122.
链接本文:
https://cpl.iphy.ac.cn/CN/
或
https://cpl.iphy.ac.cn/CN/Y2006/V23/I11/3119
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2006, Vol. 23 
