Risk Analysis and Enhancement of Cooperation Yielded by the Individual Reputation in the Spatial Public Goods Game

被引:106
作者
Xia, Chengyi [1 ,2 ]
Ding, Shuai [3 ,4 ]
Wang, Chengjiang [1 ,2 ]
Wang, Juan [5 ]
Chen, Zengqiang [6 ]
机构
[1] Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300384, Peoples R China
[2] Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300384, Peoples R China
[3] Hefei Univ Technol, Sch Management, Hefei 230009, Anhui, Peoples R China
[4] Hefei Univ Technol, Key Lab Proc Optimizat & Intelligent Decis Making, Minist Educ, Hefei 230009, Anhui, Peoples R China
[5] Tianjin Univ Technol, Sch Elect Engn, Tianjin 300384, Peoples R China
[6] Nankai Univ, Dept Automat, Tianjin 300071, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2017年 / 11卷 / 03期
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Cooperation risk analysis; promotion of cooperation; public goods game (PGG); reputation effect; spatial reciprocity; PRISONERS-DILEMMA GAME; INDIRECT RECIPROCITY; EVOLUTIONARY GAMES; EMERGENCE; MODEL; DIVERSITY; NETWORKS; PROMOTES; TRAGEDY; FITNESS;
D O I
10.1109/JSYST.2016.2539364
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, an evolutionary game model is put forward to investigate the evolution and risk analysis of cooperation under the spatial public goods game (PGG), in which the individual reputation is obviously utilized to cut down the individual risk of being exploited during the evolution of cooperation. In this model, based on the individual utility, the strategy state will be asynchronously updated according to the Fermi-like rule. Among them, each individual will be initially endowed with an integral reputation value, and then it evolves during the evolution of strategy; while for the individual utility, it is characterized as the product of the game payoff and a power function of reputation value. Monte Carlo simulation (MCS) method is adopted here to verify the system's evolutionary characteristics, and large quantities of simulations demonstrate that the cooperation behavior can be greatly varied and enhanced when the reputation is incorporated into the utility evaluation. Detailed strategy distribution proves that the individual with large reputation value renders the cooperators to lower their risks to be reaped by defectors, and dominates the evolution of cooperation within the whole population. In addition, the whole cooperation phase diagrams show that the coexistence region of cooperators and defectors becomes narrower and narrower as the reputation is introduced more and more. Meanwhile, it is also displayed that the reputation effect favors the evolution of cooperation, and greatly fosters the cooperators to form the compact clusters so as to reduce the risk of being invaded by defectors. To summarize, current results are conducive to making a deeper insight into the evolution of collective cooperation within many real-world biological and man-made systems.
引用
收藏
页码:1516 / 1525
页数:10
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