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Published on: February 19, 2018
Dissimilarity-driven behavior and cooperation in the spatial public goods game
Yinhai Fang1,2, Tina P Benko2, Matjaž Perc3,4,5
1College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, 211106, China.
Dissimilarity-driven players best promote cooperation in public goods games by adopting minority strategies when their payoff exceeds neighbors. Other dissimilarity rules lead to neutral or non-cooperative outcomes.
Area of Science:
- Evolutionary Game Theory
- Social Behavior Dynamics
- Computational Social Science
Background:
- Cooperation evolution often assumes payoff-based imitation.
- Real-world behavior includes equity/equality preferences, not just maximizing payoff.
- Limited high payoffs mean many players don't imitate the most successful.
Purpose of the Study:
- Investigate how dissimilarity-driven behaviors influence cooperation in spatial public goods games.
- Differentiate between payoff-driven and dissimilarity-driven players.
- Analyze four distinct dissimilarity-driven imitation rules.
Main Methods:
- Agent-based modeling of a spatial public goods game.
- Population divided into payoff-driven and dissimilarity-driven agents.
- Simulation of four types of dissimilarity-driven minority strategy adoption.
Main Results:
- Adopting minority strategy when payoff is better than neighbors most effectively promotes cooperation.
- Adopting minority strategy unconditionally or when payoffs are equal leads to a 50/50 cooperator-defector state.
- Adopting minority strategy when payoff is worse than neighbors hinders cooperation compared to baseline.
Conclusions:
- The specific rule for dissimilarity-driven behavior critically determines cooperation outcomes.
- Payoff comparison is key for dissimilarity-driven strategies to foster cooperation.
- Understanding these dynamics offers insights into cooperative behavior in social groups.
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