Individual variation evades the Prisoner's Dilemma

BackgroundThe Prisoner's Dilemma (PD) is a widely used paradigm to study cooperation in evolutionary biology, as well as in fields as diverse as moral philosophy, sociology, economics and politics. Players are typically assumed to have fixed payoffs for adopting certain strategies, which depend only on the strategy played by the opponent. However, fixed payoffs are not realistic in nature. Utility functions and the associated payoffs from pursuing certain strategies vary among members of a population with numerous factors. In biology such factors include size, age, social status and expected life span; in economics they include socio-economic status, personal preference and past experience; and in politics they include ideology, political interests and public support. Thus, no outcome is identical for any two different players.ResultsWe show that relaxing the assumption of fixed payoffs leads to frequent violations of the payoff structure required for a Prisoner's Dilemma. With variance twice the payoff interval in a linear PD matrix, for example, only 16% of matrices are valid.ConclusionsA single player lacking a valid PD matrix destroys the conditions for a Prisoner's Dilemma, so between any two players, PD games themselves are fewer still (3% in this case). This may explain why the Prisoner's Dilemma has hardly been found in nature, despite the fact that it has served as a ubiquitous (and still instructive) model in studies of the evolution of cooperation.

[1]  P. Stopka,et al.  ‘ Friendship ’ for fitness or ‘ friendship ’ for friendship ’ s sake ? , 2000 .

[2]  M. Milinski TIT FOR TAT in sticklebacks and the evolution of cooperation , 1987, Nature.

[3]  Paul E. Turner,et al.  Prisoner's dilemma in an RNA virus , 1999, Nature.

[4]  P. Stopka,et al.  The market effect in the wood mouse, Apodemus sylvaticus: Selling information on reproductive status , 1999 .

[5]  J. Kagel,et al.  Handbook of Experimental Economics , 1997 .

[6]  Tim Clutton-Brock,et al.  Breeding together: kin selection and mutualism in cooperative vertebrates. , 2002, Science.

[7]  A. Stein Why Nations Cooperate: Circumstance and Choice In International Relations , 1990 .

[8]  P. Stopka,et al.  Ideal flea constraints on group living: unwanted public goods and the emergence of cooperation , 2004 .

[9]  Mike Mesterton-Gibbons,et al.  Cooperation Among Unrelated Individuals: Evolutionary Factors , 1992, The Quarterly Review of Biology.

[10]  M. Nowak,et al.  Tit for tat in heterogeneous populations , 1992, Nature.

[11]  Josef Hofbauer,et al.  Evolutionary Games and Population Dynamics , 1998 .

[12]  W. E. Fann Prisoner's Dilemma: John von Neumann, Game Theory, and the Puzzle of the Bomb , 1993 .

[13]  D. Stephens,et al.  Testing models of non-kin cooperation: mutualism and the Prisoner’s Dilemma , 1995, Animal Behaviour.

[14]  P. Hammerstein,et al.  Biological markets: supply and demand determine the effect of partner choice in cooperation, mutualism and mating , 1994, Behavioral Ecology and Sociobiology.

[15]  M. Nowak,et al.  The Alternating Prisoner's Dilemma , 1994 .

[16]  L. Lave,et al.  FACTORS AFFECTING CO-OPERATION IN THE PRISONER'S DILEMMA. , 1965, Behavioral science.

[17]  Martin A. Nowak,et al.  Phage-lift for game theory , 1999, Nature.

[18]  Karl Sigmund,et al.  Games Of Life , 1993 .

[19]  W. Hamilton,et al.  The evolution of cooperation. , 1984, Science.

[20]  C. Packer,et al.  Complex cooperative strategies in group-territorial African lions , 1995, Science.

[21]  F. James Rohlf,et al.  Biometry: The Principles and Practice of Statistics in Biological Research , 1969 .

[22]  Ronald Noë,et al.  A veto game played by baboons: a challenge to the use of the Prisoner's Dilemma as a paradigm for reciprocity and cooperation , 1990, Animal Behaviour.

[23]  Hauert,et al.  Extending the Iterated Prisoner's Dilemma without Synchrony. , 1998, Journal of theoretical biology.

[24]  N. Metcalfe,et al.  Tit-for-tat cooperation in sticklebacks: a critique of Milinski , 1990, Animal Behaviour.

[25]  Marcus Frean The prisoner’s dilemma without synchrony , 1994, Proceedings of the Royal Society of London. Series B: Biological Sciences.

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

[27]  Scott A. Davis,et al.  Who dares, benefits: predator approach behaviour in the guppy (Poecilia reticulata) deters predator pursuit , 1995, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[28]  Lynette A. Hart,et al.  Reciprocal allogrooming in impala, Aepyceros melampus , 1992, Animal Behaviour.

[29]  S Legge Cooperative lions escape the prisoner's dilemma. , 1996, Trends in ecology & evolution.

[30]  A I Houston,et al.  Beyond the prisoner's dilemma: Toward models to discriminate among mechanisms of cooperation in nature. , 1992, Trends in ecology & evolution.

[31]  Sokal Rr,et al.  Biometry: the principles and practice of statistics in biological research 2nd edition. , 1981 .

[32]  L. Dugatkin Tit for Tat, by-product mutualism and predator inspection: a reply to Connor , 1996, Animal Behaviour.

[33]  R. Connor,et al.  Altruism among non-relatives: alternatives to the 'Prisoner's Dilemma'. , 1995, Trends in ecology & evolution.

[34]  M. Nowak,et al.  A strategy of win-stay, lose-shift that outperforms tit-for-tat in the Prisoner's Dilemma game , 1993, Nature.

[35]  A. van Witteloostuijn,et al.  The impact of personality on behavior in five Prisoner's Dilemma games , 1999 .

[36]  D. Stephens,et al.  On the spurious occurrence of Tit for Tat in pairs of predator-approaching fish , 1997, Animal Behaviour.