Promotion of cooperation due to diversity of players in the spatial public goods game with increasing neighborhood size

被引:80
作者
Zhu, Cheng-jie [1 ,2 ]
Sun, Shi-wen [1 ,2 ]
Wang, Li [1 ,2 ]
Ding, Shuai [3 ,4 ]
Wang, Juan [5 ]
Xia, Cheng-yi [1 ,2 ]
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, Key Lab Proc Optimizat & Intelligent Decis Making, Minist Educ, Hefei 230009, Anhui, Peoples R China
[4] Hefei Univ Technol, Sch Management, Hefei 230009, Anhui, Peoples R China
[5] Tianjin Univ Technol, Sch Elect Engn, Tianjin 300384, Peoples R China
基金
中国国家自然科学基金;
关键词
Cooperation promotion; Public goods game; Influential players; Increasing neighborhood size; Spatial reciprocity; Individual diversity; PRISONERS-DILEMMA GAME; SOCIAL DILEMMAS; SNOWDRIFT GAME; NETWORKS; EVOLUTION; EMERGENCE; DYNAMICS; MODEL; MOBILITY; TRAGEDY;
D O I
10.1016/j.physa.2014.03.035
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
It is well-known that individual diversity is a typical feature within the collective population. To model this kind of characteristics, we propose an evolutionary model of public goods game with two types of players (named as A and B), where players are located on the sites of a square lattice satisfying the periodic boundary conditions. The evolution of the strategy distribution is governed by iterated strategy adoption from a randomly selected neighbor with a probability, which not only depends on the payoff difference between players, but also on the type of the neighbor. For B-type agents, we pose a prefactor (0 < w < 1) to the strategy transfer probability, which implies the lower teaching activity or strategy convincing performance; but w is always set to be 1 for A-type agents, hence it means that A-type players are influential ones who own a larger strategy spreading chance. Furthermore, we also consider the competition between two opposite effects when the number of nearest neighbors (k) is increased from 4 to 24. Within a range of the portion of A-type influential players, the inhomogeneous teaching activity in strategy transfer yields a relevant increase (dependent on w) in the density of cooperators characterizing the promotion of cooperation. Current findings are of utmost importance for us to understand the evolution of cooperation under many real-world circumstances, such as the natural, biological, economic and even social systems. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:145 / 154
页数:10
相关论文
共 69 条
[1]   Social games in a social network [J].
Abramson, G ;
Kuperman, M .
PHYSICAL REVIEW E, 2001, 63 (03)
[2]  
[Anonymous], 2006, EVOLUTION COOPERATIO
[3]  
[Anonymous], 2010, The Calculus of Selfishness
[4]  
[Anonymous], 2006, EVOLUTIONARY DYNAMIC, DOI DOI 10.2307/J.CTVJGHW98
[5]  
[Anonymous], 2000, Game theory evolving
[6]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[7]   Complex networks: Structure and dynamics [J].
Boccaletti, S. ;
Latora, V. ;
Moreno, Y. ;
Chavez, M. ;
Hwang, D. -U. .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5) :175-308
[8]  
Colman A.M., 1995, GAME THEORY ITS APPL, V2nd
[9]   Motion of influential players can support cooperation in Prisoner's Dilemma [J].
Droz, M. ;
Szwabinski, J. ;
Szabo, G. .
EUROPEAN PHYSICAL JOURNAL B, 2009, 71 (04) :579-585
[10]  
Gamez-Gardenes J., 2007, PHYS REV LETT, V98