Abstract

Synchronization, cooperation, and chaos are ubiquitous phenomena in nature. In a population composed of many distinct groups of individuals playing the prisoner's dilemma game, there exists a migration dilemma: No cooperator would migrate to a group playing the prisoner's dilemma game lest it should be exploited by a defector; but unless the migration takes place, there is no chance of the entire population's cooperator-fraction to increase. Employing a randomly rewired coupled map lattice of chaotic replicator maps, modelling replication-selection evolutionary game dynamics, we demonstrate that the cooperators -- evolving in synchrony -- overcome the migration dilemma to proliferate across the population when altruism is mildly incentivized making few of the demes play the leader game.

Highlights

  • Cooperation has strong ethical, moral, philosophical, and even theological implications for the human [1]

  • First consider that the demes of the coupled map lattice (CML) are all of same type, i.e., same game is played at all the demes

  • Summarizing, we have provided a macroscopic description of the emergence of cooperation owing to the synchronization of chaos in a population split into a network of demes having random migration among them

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Summary

INTRODUCTION

Cooperation has strong ethical, moral, philosophical, and even theological implications for the human [1]. If they stay at the demes where the agents play the LG, the fraction of the cooperators cannot increase throughout the population and they would be surrounded by a lot of defectors present in the other demes This means that the cooperators would always be at the risk of being exploited by a free rider. To refer to this situation, we introduce the phrase, migration dilemma, which is fundamentally different from other known social dilemmas, such as the tragedy of commons (TOC) [26] and agglomeration dilemma [14]. Chaotically changing payoffs [40] may enhance cooperation; and in a turbulent aqueous environment, chaotic flows induce migration that may facilitate evolution of colonies via cooperation [41]

THE MODEL
MAIN RESULTS
SYNCHRONIZATION SUPPRESSES MIGRATION DILEMMA: A ROBUST MECHANISM
Other payoff matrices
Another evolutionary dynamics
MIGRATION DILEMMA AND ITS SUPPRESSION BY SYNCHRONIZATION: A CLOSER LOOK
Importance of random migration
Migration dilemma
CONCLUSIONS
Setup and initial conditions
Dynamic random rewiring
Probability distribution function calculation
Parameters in numerical simulations
Full Text
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