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Amplitude death in coupled replicator map lattice: Averting migration dilemma
Shubhadeep Sadhukhan1, Rohitashwa Chattopadhyay2,3, Sagar Chakraborty1
1Department of Physics, Indian Institute of Technology Kanpur, Uttar Pradesh 208016, India.
Random migration effectively sustains cooperation across diverse populations, overcoming the migration dilemma where cooperators avoid defector-rich groups. This study models cooperation dynamics in networks of subpopulations.
Area of Science:
- Evolutionary Game Theory
- Complex Systems
- Mathematical Biology
Background:
- Cooperation dynamics in populations with subpopulations (demes) and migration are crucial in evolutionary game theory.
- The 'migration dilemma' highlights the conflict between cooperators avoiding exploitation and the need for migration to spread cooperation.
Purpose of the Study:
- To investigate the emergence and sustenance of cooperation in a network of demes with random migration.
- To analyze the impact of migration, heterogeneous demes, network structure, and migration costs on cooperation levels.
Main Methods:
- A theoretical model using a coupled map lattice of replicator maps for two-player-two-strategy games.
- Exploration of various coupling types, heterogeneous demes, network degrees, and migration costs.
Main Results:
- Random migration was found to be highly effective in maintaining a uniform cooperator fraction across the population.
- This uniformity persisted regardless of the specific replicator dynamics or inter-deme interactions.
Conclusions:
- Random migration is a key mechanism for sustaining cooperation in structured populations.
- The study demonstrates the robustness of cooperation under random migration, irrespective of complex network dynamics.
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