Heuristics guide cooperative behaviors in public goods game

In public goods game (PGG), player’s cooperative behavior is not pure economical rationality, but social preference and prosocial intuition play extremely important roles as well. Social preference and prosocial intuition can be guided by heuristics from one’s neighbors in daily life. To better investigate the impacts of heuristics on the evolution of cooperation, four types of agents are introduced into our spatial PGG. Through numerical simulations, results show that the larger percentages of cooperators with independent thought, the easier emergence and maintenance of collective cooperative behaviors. Additionally, we find that differentia heuristic capability has great effect on the equilibrium of PGG. Cooperation can be obviously promoted, when heuristic capability of cooperators with independent thought is stronger than that of defectors with independent thought. Finally, we observe that cooperators with independent thought and defectors with independent thought are favorable for the formation of some high quality clusters, which can resist the invasion between each other. Our work may help us understand more clearly the mechanism of cooperation in real world.

[1]  D. Levine Modeling Altruism and Spitefulness in Experiments , 1998 .

[2]  M. Milinski,et al.  Cooperation through image scoring in humans. , 2000, Science.

[3]  Attila Szolnoki,et al.  Punish, but not too hard: how costly punishment spreads in the spatial public goods game , 2010, 1007.0431.

[4]  M. Nowak Five Rules for the Evolution of Cooperation , 2006, Science.

[5]  Attila Szolnoki,et al.  Wisdom of groups promotes cooperation in evolutionary social dilemmas , 2012, Scientific Reports.

[6]  Chengyi Xia,et al.  Evolution of Cooperation in Public Goods Games , 2011 .

[7]  D. Kahneman Thinking, Fast and Slow , 2011 .

[8]  Attila Szolnoki,et al.  Reward and cooperation in the spatial public goods game , 2010, ArXiv.

[9]  C. Hauert,et al.  Volunteering as Red Queen Mechanism for Cooperation in Public Goods Games , 2002, Science.

[10]  Gary E. Bolton,et al.  ERC: A Theory of Equity, Reciprocity, and Competition , 2000 .

[11]  C. Hauert,et al.  Punishment and reputation in spatial public goods games , 2003, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[12]  David G. Rand,et al.  Human cooperation , 2013, Trends in Cognitive Sciences.

[13]  György Szabó,et al.  Phase transitions and volunteering in spatial public goods games. , 2002, Physical review letters.

[14]  Run-Ran Liu,et al.  Heritability promotes cooperation in spatial public goods games , 2010 .

[15]  M. Rabin,et al.  Understanding Social Preference with Simple Tests , 2001 .

[16]  M. Feldman,et al.  Local dispersal promotes biodiversity in a real-life game of rock–paper–scissors , 2002, Nature.

[17]  David G. Rand,et al.  Social heuristics shape intuitive cooperation , 2014, Nature Communications.

[18]  Long Wang,et al.  Role of recommendation in spatial public goods games , 2013 .

[19]  G. Szabó,et al.  Cooperation enhanced by inhomogeneous activity of teaching for evolutionary Prisoner's Dilemma games , 2006, q-bio/0610001.

[20]  Shu Yan,et al.  Individual behavior and social wealth in the spatial public goods game , 2014 .

[21]  F. C. Santos,et al.  Social diversity promotes the emergence of cooperation in public goods games , 2008, Nature.

[22]  György Szabó,et al.  Prisoner's dilemma and public goods games in different geometries: Compulsory versus voluntary interactions , 2003, Complex..

[23]  G. Szabó,et al.  Evolutionary games on graphs , 2006, cond-mat/0607344.

[24]  Christoph Hauert,et al.  Replicator dynamics of reward & reputation in public goods games. , 2010, Journal of theoretical biology.

[25]  Juan Wang,et al.  Promotion of cooperation due to diversity of players in the spatial public goods game with increasing neighborhood size , 2014 .

[26]  David G. Rand,et al.  Spontaneous giving and calculated greed , 2012, Nature.

[27]  Jeff Joireman,et al.  Cooperation, Trust, and Antagonism , 2013, Psychological science in the public interest : a journal of the American Psychological Society.

[28]  Long Wang,et al.  Social influence promotes cooperation in the public goods game , 2014 .

[29]  Bing-Hong Wang,et al.  Dynamic allocation of investments promotes cooperation in spatial public goods game , 2012 .

[30]  Ángel Sánchez,et al.  Evolutionary game theory: Temporal and spatial effects beyond replicator dynamics , 2009, Physics of life reviews.

[31]  M. Perc,et al.  Social diversity and promotion of cooperation in the spatial prisoner's dilemma game. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  Georgios Ch. Sirakoulis,et al.  Cooperation in a Power-Aware Embedded-System Changing Environment: Public Goods Games With Variable Multiplication Factors , 2012, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[33]  P. Todd,et al.  Simple Heuristics That Make Us Smart , 1999 .

[34]  Martin A Nowak,et al.  Spatial dilemmas of diffusible public goods , 2013, eLife.

[35]  David G. Rand,et al.  The evolution of antisocial punishment in optional public goods games. , 2011, Nature communications.

[36]  David G. Rand,et al.  Heuristics guide the implementation of social preferences in one-shot Prisoner's Dilemma experiments , 2014, Scientific Reports.

[37]  M. Greiff,et al.  Rewards and the private provision of public goods on dynamic networks , 2013 .

[38]  M. Milinski,et al.  Reputation helps solve the ‘tragedy of the commons’ , 2002, Nature.

[39]  David G. Rand,et al.  Cooperating with the future , 2014, Nature.

[40]  Christoph Hauert,et al.  Public goods games with reward in finite populations , 2011, Journal of mathematical biology.

[41]  Run-Ran Liu,et al.  Emergence of cooperation in spatial public goods game with conditional participation , 2013 .

[42]  Martin A Nowak,et al.  Spatial invasion of cooperation. , 2008, Journal of theoretical biology.

[43]  M. Nowak,et al.  Evolutionary games and spatial chaos , 1992, Nature.

[44]  Wolfgang J. Luhan,et al.  Cedex Discussion Paper Series , 2022 .

[45]  S. Kurokawa,et al.  Emergence of cooperation in public goods games , 2009, Proceedings of the Royal Society B: Biological Sciences.

[46]  Mei-huan Chen,et al.  Impact of individual response strategy on the spatial public goods game within mobile agents , 2015, Appl. Math. Comput..

[47]  Hang Ye,et al.  Sympathy and Punishment : Evolution of Cooperation in Public Goods , 2015 .

[48]  Attila Szolnoki,et al.  Defector-Accelerated Cooperativeness and Punishment in Public Goods Games with Mutations , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[49]  István Scheuring,et al.  Invasion of cooperators in lattice populations: Linear and non-linear public good games , 2013, Biosyst..

[50]  Long Wang,et al.  Emergence of social cooperation in threshold public goods games with collective risk. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[51]  David G. Rand,et al.  Positive Interactions Promote Public Cooperation , 2009, Science.

[52]  Long Wang,et al.  Diversity of contribution promotes cooperation in public goods games , 2010 .

[53]  W. Hamilton,et al.  The Evolution of Cooperation , 1984 .

[54]  Attila Szolnoki,et al.  Topology-independent impact of noise on cooperation in spatial public goods games. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[55]  E. Fehr,et al.  Cooperation and Punishment in Public Goods Experiments , 1999, SSRN Electronic Journal.