Stochastic dynamics and stable equilibrium of evolutionary optional public goods game in finite populations

Continuous noise caused by mutation is widely present in evolutionary systems. Considering the noise effects and under the optional participation mechanism, a stochastic model for evolutionary public goods game in a finite size population is established. The evolutionary process of strategies in the population is described as a multidimensional ergodic and continuous time Markov process. The stochastic stable state of the system is analyzed by the limit distribution of the stochastic process. By numerical experiments, the influences of the fixed income coefficient for non-participants and the investment income coefficient of the public goods on the stochastic stable equilibrium of the system are analyzed. Through the numerical calculation results, we found that the optional participation mechanism can change the evolutionary dynamics and the equilibrium of the public goods game, and there is a range of parameters which can effectively promote the evolution of cooperation. Further, we obtain the accurate quantitative relationship between the parameters and the probabilities for the system to choose different stable equilibriums, which can be used to realize the control of cooperation.

[1]  William J. Stewart,et al.  Introduction to the numerical solution of Markov Chains , 1994 .

[2]  Lai‐Sheng Wang,et al.  Optional contributions have positive effects for volunteering public goods games , 2011 .

[3]  Lin Wang,et al.  Evolutionary games on multilayer networks: a colloquium , 2015, The European Physical Journal B.

[4]  Annarita Colasante,et al.  Selection of the distributional rule as an alternative tool to foster cooperation in a Public Good Game , 2017 .

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

[6]  Siegfried K. Berninghaus,et al.  Another Approach to Mutation and Learning in Games , 1996 .

[7]  C. Hauert,et al.  Replicator dynamics for optional public good games. , 2002, Journal of theoretical biology.

[8]  C. Hauert,et al.  Via Freedom to Coercion: The Emergence of Costly Punishment , 2007, Science.

[9]  Hao Wang,et al.  An improved public goods game model with reputation effect on the spatial lattices , 2016 .

[10]  Tatsuo Unemi,et al.  Replicator dynamics in public goods games with reward funds. , 2011, Journal of theoretical biology.

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

[12]  Attila Szolnoki,et al.  Statistical Physics of Human Cooperation , 2017, ArXiv.

[13]  Roberto da Silva,et al.  Global oscillations in the Optional Public Goods Game under spatial diffusion , 2017 .

[14]  Zhihai Rong,et al.  Mutual punishment promotes cooperation in the spatial public goods game , 2015 .

[15]  M. Nowak,et al.  Evolutionary games on cycles with strong selection. , 2017, Physical review. E.

[16]  D. Fudenberg,et al.  Emergence of cooperation and evolutionary stability in finite populations , 2004, Nature.

[17]  Jürgen Kurths,et al.  Onymity promotes cooperation in social dilemma experiments , 2017, Science Advances.

[18]  Soon-Hyung Yook,et al.  Reciprocity in spatial evolutionary public goods game on double-layered network , 2016, Scientific Reports.

[19]  Long Wang,et al.  Effects of migration on the evolutionary game dynamics in finite populations with community structures , 2010 .

[20]  Liang Tian,et al.  Temporal behavior of evolutionary dynamics in finite dimensional population , 2012 .

[21]  C. Hauert,et al.  Punishing and abstaining for public goods , 2006, Proceedings of the National Academy of Sciences.

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

[23]  M. Tomasello,et al.  Preschoolers are sensitive to free riding in a public goods game , 2014, Front. Psychol..

[24]  Johannes Keller,et al.  Sadism, the Intuitive System, and Antisocial Punishment in the Public Goods Game , 2017, Personality & social psychology bulletin.

[25]  Long Wang,et al.  Reputation-based mutual selection rule promotes cooperation in spatial threshold public goods games , 2013 .

[26]  Yibin Kang,et al.  Fixation of strategies with the Moran and Fermi processes in evolutionary games , 2017 .

[27]  Chen Shen,et al.  Does coevolution setup promote cooperation in spatial prisoner's dilemma game? , 2016, Appl. Math. Comput..

[28]  Kai Hiraishi,et al.  Heritability of decisions and outcomes of public goods games , 2015, Front. Psychol..

[29]  Christoph Hauert,et al.  Spatial effects in social dilemmas. , 2006, Journal of theoretical biology.

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

[31]  Astrid Dannenberg,et al.  Participation and Commitment in Voluntary Coalitions to Provide Public Goods , 2014 .

[32]  M. Perc,et al.  Group-Size Effects on the Evolution of Cooperation in the Spatial Public Goods Game , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[33]  Wei Liu,et al.  Stochastic evolutionary voluntary public goods game with punishment in a Quasi-birth-and-death process , 2017, Scientific Reports.

[34]  Soon-Hyung Yook,et al.  Spatial evolutionary public goods game on complete graph and dense complex networks , 2015, Scientific Reports.

[35]  Ernst Fehr,et al.  Third Party Punishment and Social Norms , 2004 .

[36]  Hisashi Ohtsuki,et al.  Stable polymorphism of cooperators and punishers in a public goods game. , 2017, Journal of theoretical biology.

[37]  P. Taylor,et al.  Evolutionarily Stable Strategies and Game Dynamics , 1978 .

[38]  Arne Traulsen,et al.  Stochastic game dynamics under demographic fluctuations , 2015, Proceedings of the National Academy of Sciences.

[39]  Elijah Roberts,et al.  Cooperation dilemma in finite populations under fluctuating environments. , 2013, Physical review letters.

[40]  Robert Shupp,et al.  The Effect of Rewards and Sanctions in Provision of Public Goods , 2006 .

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

[42]  C. Hauert,et al.  Reward and punishment , 2001, Proceedings of the National Academy of Sciences of the United States of America.

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

[44]  C. Hauert,et al.  Spatial dynamics of ecological public goods , 2009, Proceedings of the National Academy of Sciences.

[45]  Eamonn Ferguson,et al.  What makes people cooperate? Individual differences in BAS/BIS predict strategic reciprocation in a public goods game , 2011 .

[46]  Fangfang Tan,et al.  Punishment in a Linear Public Good Game with Productivity Heterogeneity , 2008 .

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

[48]  Pavel Stopka,et al.  Sociology: The puzzle of human cooperation. , 2003, Nature.

[49]  Takuya Sekiguchi General conditions for strategy abundance through a self-referential mechanism under weak selection , 2013 .

[50]  Xiao Fan Wang,et al.  Analysis and shifting of stochastically stable equilibria for evolutionary snowdrift games , 2015, Syst. Control. Lett..

[51]  Edward Cartwright,et al.  The consequences of a refund in threshold public good games , 2015 .

[52]  T. Groves,et al.  Optimal Allocation of Public Goods: A Solution to the 'Free Rider Problem' , 1977 .

[53]  M. Archetti,et al.  Review: Game theory of public goods in one-shot social dilemmas without assortment. , 2012, Journal of theoretical biology.

[54]  Wonpyong Gill Fixation probability and the crossing time in the Wright–Fisher multiple alleles model , 2009 .

[55]  H. Peyton Young,et al.  Stochastic Evolutionary Game Dynamics , 1990 .

[56]  Xianjia Wang,et al.  Some Analytical Properties of the Model for Stochastic Evolutionary Games in Finite Populations with Non-uniform Interaction Rate , 2013 .

[57]  William S. Neilson,et al.  Beliefs About Other-Regarding Preferences in a Sequential Public Goods Game , 2005 .

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

[59]  Yi Tao,et al.  Cooperation and evolutionary dynamics in the public goods game with institutional incentives. , 2012, Journal of theoretical biology.

[60]  Yuan Cheng,et al.  Effect of Heterogeneous Investments on the Evolution of Cooperation in Spatial Public Goods Game , 2015, PloS one.

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

[62]  Peiran Jiao,et al.  Second-party and third-party punishment in a public goods experiment , 2016 .

[63]  H. Young,et al.  The Evolution of Conventions , 1993 .

[64]  Winfried Ruigrok,et al.  Personality, personal values and cooperation preferences in public goods games: A longitudinal study , 2011 .