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Evolutionary dynamics of the continuous iterated prisoner's dilemma
1Department of Anthropology, University of California, Haines Hall 341 Box 951553, Los Angeles, CA 90095, USA. Stephen.le@ucla.edu <Stephen.le@ucla.edu>
Journal of Theoretical Biology
|November 28, 2006
Summary
A generous strategy in the continuous iterated prisoner's dilemma (IPD) maximizes payoff but is unstable. Cooperation collapses easily, explaining its rarity in nature.
Area of Science:
- Evolutionary Game Theory
- Behavioral Economics
- Social Sciences
Background:
- The iterated prisoner's dilemma (IPD) models cooperation, with most research on discrete choices (cooperate/defect).
- Continuous IPD allows graded cooperation levels, offering a more nuanced model of social interactions.
Purpose of the Study:
- Analyze a continuous IPD model with a limited strategy set.
- Investigate the stability of cooperative strategies and factors influencing cooperation levels.
Main Methods:
- Mathematical modeling of the continuous iterated prisoner's dilemma.
- Computer simulations using a single-locus infinite alleles Gaussian mutation model.
Main Results:
- A 'generous' strategy maximizes payoff against itself but is vulnerable to invasion by less cooperative strategies.
- Cooperation is prone to rapid decay, with outcomes depending on mutational variance.
- Convex cost functions and high assortment levels hinder cooperation, requiring greater assortment in continuous IPD than discrete IPD.
Conclusions:
- Cooperative equilibria in continuous IPD are inherently unstable, even with significant assortment.
- The model suggests that incremental cooperation can lead to rapid decay, explaining the rarity of cooperation in natural systems.
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