Coevolution of Cooperation and Complex Networks via Indirect Reciprocity

被引:1
|
作者
Liu, Aizhi [1 ,2 ]
Wang, Lei [1 ,2 ]
Zhang, Yanling [1 ,2 ]
Sun, Changyin [1 ,2 ]
机构
[1] Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China
[2] Southeast Univ, Sch Automat, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Coevolution; Cooperation; Complex networks; Indirect reciprocity; Rewiring mechanism; EVOLUTION; DYNAMICS;
D O I
10.1007/978-3-319-70139-4_93
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Most previous research on indirect reciprocity was in well-mixed population. Distinguishing the interacting network from learning network provides a chance to study indirect reciprocity in networks. Unlike previous research, we propose a coevolution model of cooperation and complex networks via indirect reciprocity, where an individual can interact globally but update strategy locally. Based on this model, we describe the simulation results of coevolution, including the effects of rewiring mechanism on the evolution of cooperation, and how the evolution of cooperation affects networks restructure. Results show that rewiring mechanism favors the evolution of cooperation and the evolution of cooperation can restructure social networks. To understand and explain the results in detail, we graphically depict the snapshots of coevolution process. These findings facilitate us to further understand the evolution of cooperation and the restructure of complex networks.
引用
收藏
页码:919 / 926
页数:8
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