Interaction stochasticity supports cooperation in spatial Prisoner's dilemma

被引:119
作者
Chen, Xiaojie [1 ]
Fu, Feng [2 ]
Wang, Long [1 ]
机构
[1] Peking Univ, State Key Lab Turbulence & Complex Syst, Ctr Syst & Control, Coll Engn, Beijing 100871, Peoples R China
[2] Harvard Univ, Program Evolutionary Dynam, Cambridge, MA 02138 USA
来源
PHYSICAL REVIEW E | 2008年 / 78卷 / 05期
基金
中国国家自然科学基金;
关键词
D O I
10.1103/PhysRevE.78.051120
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Previous studies mostly assume deterministic interactions among neighboring individuals for games on graphs. In this paper, we relax this assumption by introducing stochastic interactions into the spatial Prisoner's dilemma game, and study the effects of interaction stochasticity on the evolution of cooperation. Interestingly, simulation results show that there exists an optimal region of the intensity of interaction resulting in a maximum cooperation level. Moreover, we find good agreement between simulation results and theoretical predictions obtained from an extended pair-approximation method. We also show some typical snapshots of the system and investigate the mean payoffs for cooperators and defectors. Our results may provide some insight into understanding the emergence of cooperation in the real world where the interactions between individuals take place in an intermittent manner.
引用
收藏
页数:7
相关论文
共 38 条
[1]   Enhancement of cooperation in highly clustered scale-free networks [J].
Assenza, Salvatore ;
Gomez-Gardenes, Jesus ;
Latora, Vito .
PHYSICAL REVIEW E, 2008, 78 (01)
[2]  
Axelrod R., 1984, The evolution of cooperation
[3]   Models of cooperation based on the Prisoner's Dilemma and the Snowdrift game [J].
Doebeli, M ;
Hauert, C .
ECOLOGY LETTERS, 2005, 8 (07) :748-766
[4]   Dynamical organization of cooperation in complex topologies [J].
Gomez-Gardenes, J. ;
Campillo, M. ;
Floria, L. M. ;
Moreno, Y. .
PHYSICAL REVIEW LETTERS, 2007, 98 (10)
[5]   Natural selection of cooperation and degree hierarchy in heterogeneous populations [J].
Gomez-Gardenes, Jesus ;
Poncela, Julia ;
Floria, Luis Mario ;
Moreno, Yamir .
JOURNAL OF THEORETICAL BIOLOGY, 2008, 253 (02) :296-301
[6]   Promotion of cooperation induced by nonlinear attractive effect in spatial Prisoner's Dilemma game [J].
Guan, J. -Y. ;
Wu, Z. -X. ;
Huang, Z. -G. ;
Xu, X. -J. ;
Wang, Y. -H. .
EUROPHYSICS LETTERS, 2006, 76 (06) :1214-1220
[7]   GENETICAL EVOLUTION OF SOCIAL BEHAVIOUR 2 [J].
HAMILTON, WD .
JOURNAL OF THEORETICAL BIOLOGY, 1964, 7 (01) :17-&
[8]   Game theory and physics [J].
Hauert, C ;
Szabó, G .
AMERICAN JOURNAL OF PHYSICS, 2005, 73 (05) :405-414
[9]   Spatial structure often inhibits the evolution of cooperation in the snowdrift game [J].
Hauert, C ;
Doebeli, M .
NATURE, 2004, 428 (6983) :643-646
[10]   Effects of neighbourhood size and connectivity on the spatial Continuous Prisoner's Dilemma [J].
Ifti, M ;
Killingback, T ;
Doebeli, M .
JOURNAL OF THEORETICAL BIOLOGY, 2004, 231 (01) :97-106