Cooperation driven by mutations in multi-person Prisoner's Dilemma

Details Cooperation driven by mutations in multi-person Prisoner's Dilemma Cooperation driven by mutations in multi-person Prisoner's Dilemma

2004-08-26

arxiv.org/abs/q-bio/0408021v1

Journal of Theoretical Biology, 2005, 232(3), pp. 399 - 409

Biology

Quantitative Biology

Populations and Evolution

22 pages, 7 figures. Accepted for publication in Journal of Theoretical Biology

Scientific paper

10.1016/j.jtbi.2004.08.020

The n-person Prisoner's Dilemma is a widely used model for populations where individuals interact in groups. The evolutionary stability of populations has been analysed in the literature for the case where mutations in the population may be considered as isolated events. For this case, and assuming simple trigger strategies and many iterations per game, we analyse the rate of convergence to the evolutionarily stable populations. We find that for some values of the payoff parameters of the Prisoner's Dilemma this rate is so low that the assumption, that mutations in the population are infrequent on that timescale, is unreasonable. Furthermore, the problem is compounded as the group size is increased. In order to address this issue, we derive a deterministic approximation of the evolutionary dynamics with explicit, stochastic mutation processes, valid when the population size is large. We then analyse how the evolutionary dynamics depends on the following factors: mutation rate, group size, the value of the payoff parameters, and the structure of the initial population. In order to carry out the simulations for groups of more than just a few individuals, we derive an efficient way of calculating the fitness values. We find that when the mutation rate per individual and generation is very low, the dynamics is characterised by populations which are evolutionarily stable. As the mutation rate is increased, other fixed points with a higher degree of cooperation become stable. For some values of the payoff parameters, the system is characterised by (apparently) stable limit cycles dominated by cooperative behaviour. The parameter regions corresponding to high degree of cooperation grow in size with the mutation rate, and in number with the group size.

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