Evolutionary prisoner's dilemma game on graphs and social networks with external constraint

被引:9
作者
Zhang, Hui [1 ]
Gao, Meng [2 ]
Wang, Wenting [3 ,4 ]
Liu, Zhiguang [5 ]
机构
[1] Northwestern Polytech Univ, Sch Nat & Appl Sci, Dept Appl Math, Xian 710027, Shaanxi, Peoples R China
[2] Chinese Acad Sci, Yantai Inst Coastal Zone Res, Yantai 264003, Peoples R China
[3] Northwest Univ Nationalities, Sch Math, Lanzhou 730000, Gansu, Peoples R China
[4] Northwest Univ Nationalities, Inst Comp Sci, Lanzhou 730000, Gansu, Peoples R China
[5] Henan Univ, Sch Math & Informat Sci, Kaifeng 475001, Henan, Peoples R China
基金
国家高技术研究发展计划(863计划); 中国国家自然科学基金;
关键词
Evolution of cooperation; Pair approximation; Diffusion approximation; External enforcement; Network; STRUCTURED POPULATIONS; DIRECT RECIPROCITY; HETEROGENEOUS POPULATIONS; SNOWDRIFT GAME; COOPERATION; DYNAMICS; ALTRUISM; LATTICE; SELECTION; BREAKING;
D O I
10.1016/j.jtbi.2014.05.038
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A game-theoretical model is constructed to capture the effect of external constraint on the evolution of cooperation. External constraint describes the case where individuals are forced to cooperate with a given probability in a society. Mathematical analyses are conducted via pair approximation and diffusion approximation methods. The results show that the condition for cooperation to be favored on graphs with constraint is (b) over bar/(c) over bar > k/(A) over bar ((A) over bar = 1 +kp/(1 - p)), where (b) over bar and (c) over bar represent the altruistic benefit and cost, respectively, k is the average degree of the graph and p is the probability of compulsory cooperation by external enforcement. Moreover, numerical simulations are also performed on a repeated game with three strategies, always defect (ALLD), tit-for-tat (TFT) and always cooperate (ALLC). These simulations demonstrate that a slight enforcement of ALLC can only promote cooperation when there is weak network reciprocity, while the catalyst effect of TFT on cooperation is verified. In addition, the interesting phenomenon of stable coexistence of the three strategies can be observed. Our model can represent evolutionary dynamics on a network structure which is disturbed by a specified external constraint. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:122 / 131
页数:10
相关论文
共 75 条
  • [1] Social games in a social network
    Abramson, G
    Kuperman, M
    [J]. PHYSICAL REVIEW E, 2001, 63 (03)
  • [2] How mutation affects evolutionary games on graphs
    Allen, Benjamin
    Traulsen, Arne
    Tarnita, Corina E.
    Nowak, Martin A.
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2012, 299 : 97 - 105
  • [3] Evolutionary dynamics on degree-heterogeneous graphs
    Antal, T.
    Redner, S.
    Sood, V.
    [J]. PHYSICAL REVIEW LETTERS, 2006, 96 (18)
  • [4] The good, the bad and the discriminator - Errors in direct and indirect reciprocity
    Brandt, H
    Sigmund, K
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2006, 239 (02) : 183 - 194
  • [5] Evolution of cooperation in spatially structured populations
    Brauchli, K
    Killingback, T
    Doebeli, M
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 1999, 200 (04) : 405 - 417
  • [6] Prosperity is associated with instability in dynamical networks
    Cavaliere, Matteo
    Sedwards, Sean
    Tarnita, Corina E.
    Nowak, Martin A.
    Csikasz-Nagy, Attila
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2012, 299 : 126 - 138
  • [7] Evolutionary game dynamics in populations with different learners
    Chatterjee, Krishnendu
    Zufferey, Damien
    Nowak, Martin A.
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2012, 301 : 161 - 173
  • [8] Coleman J. S., 1988, Sociological Theory, V6, P52, DOI DOI 10.2307/201913
  • [9] The involvement of cell-to-cell signals in the development of a bacterial biofilm
    Davies, DG
    Parsek, MR
    Pearson, JP
    Iglewski, BH
    Costerton, JW
    Greenberg, EP
    [J]. SCIENCE, 1998, 280 (5361) : 295 - 298
  • [10] Models of cooperation based on the Prisoner's Dilemma and the Snowdrift game
    Doebeli, M
    Hauert, C
    [J]. ECOLOGY LETTERS, 2005, 8 (07) : 748 - 766