<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>q</mml:mi></mml:math>-deformed evolutionary dynamics in simple matrix games

We consider evolutionary games in which the agent selected for update compares strategies with q neighbors, rather than a single neighbor as in standard evolutionary game theory. If all q sampled neighbors agree, then agents update their strategy using a smoothed best-response rule. Following ideas from social impact theory, we also study mathematical generalizations of the dynamics to noninteger q>0. Looking at fixed point stability and fixation times for 2×2 games with all-to-all interactions, we find that the flow changes significantly as a function of q. Further, we develop the pair approximation for the q-deformed dynamics on uncorrelated graphs. We also study games with more than two strategies, such as the rock-paper-scissors game where we show that changing q leads to the emergence of new types of flow within the simplex.

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Publication Details

Journal
Physical review. E
Published
2024-12-27
DOI
https://doi.org/10.1103/physreve.110.064319
Citations
2
Primary Topic
Evolutionary Game Theory and Cooperation
Type
article
Field-Weighted Citation Impact
2.26

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article

<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>q</mml:mi></mml:math>-deformed evolutionary dynamics in simple matrix games

Tobias Galla, Christopher R. Kitching
2 citations
Physical review. E
Evolutionary Game Theory and Cooperation
2.26
article

<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>q</mml:mi></mml:math>-deformed evolutionary dynamics in simple matrix games

Tobias Galla, Christopher R. Kitching
article en
2 citations

Abstract

We consider evolutionary games in which the agent selected for update compares strategies with q neighbors, rather than a single neighbor as in standard evolutionary game theory. If all q sampled neighbors agree, then agents update their strategy using a smoothed best-response rule. Following ideas from social impact theory, we also study mathematical generalizations of the dynamics to noninteger q>0. Looking at fixed point stability and fixation times for 2×2 games with all-to-all interactions, we find that the flow changes significantly as a function of q. Further, we develop the pair approximation for the q-deformed dynamics on uncorrelated graphs. We also study games with more than two strategies, such as the rock-paper-scissors game where we show that changing q leads to the emergence of new types of flow within the simplex.

Physical review. EVol. 110(6)
University of Manchester (GB), Institute for Cross-Disciplinary Physics and Complex Systems (ES)
Federación Española de Enfermedades Raras, Engineering and Physical Sciences Research Council, European Regional Development Fund, Agencia Estatal de Investigación
Reduced inequalities
Openalex Percentile: Top 9%
Evolutionary Game Theory and Cooperation
2.26
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