Dynamic instability of cooperation due to diverse activity patterns in evolutionary social dilemmas

被引:97
作者
Xia, Cheng-Yi [1 ,2 ,3 ]
Meloni, Sandro [3 ,4 ]
Perc, Matjaz [5 ,6 ]
Moreno, Yamir [3 ,4 ,7 ]
机构
[1] Tianjin Univ Technol, Key Lab Comp Vis & Syst, Tianjin 300191, Peoples R China
[2] Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300191, Peoples R China
[3] Univ Zaragoza, Inst Biocomputat & Phys Complex Syst, E-50018 Zaragoza, Spain
[4] Univ Zaragoza, Dept Theoret Phys, E-50009 Zaragoza, Spain
[5] Univ Maribor, Fac Nat Sci & Math, SI-2000 Maribor, Slovenia
[6] King Abdulaziz Univ, Fac Sci, Dept Phys, Jeddah, Saudi Arabia
[7] Inst Sci Interchange, Complex Networks & Syst Lagrange Lab, I-10126 Turin, Italy
基金
中国国家自然科学基金;
关键词
GAMES;
D O I
10.1209/0295-5075/109/58002
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Individuals might abstain from participating in an instance of an evolutionary game for various reasons, ranging from lack of interest to risk aversion. In order to understand the consequences of such diverse activity patterns on the evolution of cooperation, we study a weak prisoner's dilemma where each player's participation is probabilistic rather than certain. Players that do not participate get a null payoff and are unable to replicate. We show that inactivity introduces cascading failures of cooperation, which are particularly severe on scale-free networks with frequently inactive hubs. The drops in the fraction of cooperators are sudden, while the spatiotemporal reorganization of compact cooperative clusters, and thus the recovery, takes time. Nevertheless, if the activity of players is directly proportional to their degree, or if the interaction network is not strongly heterogeneous, the overall evolution of cooperation is not impaired. This is because inactivity negatively affects the potency of low-degree defectors, who are hence unable to utilize on their inherent evolutionary advantage. Between cascading failures, the fraction of cooperators is therefore higher than usual, which lastly balances out the asymmetric dynamic instabilities that emerge due to intermittent blackouts of cooperative hubs. Copyright (C) EPLA, 2015
引用
收藏
页数:6
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