Literature DB >> 32523420

Heterogeneity in evolutionary games: an analysis of the risk perception.

Marco A Amaral1, Marco A Javarone2.   

Abstract

In this study, we analyse the relationship between heterogeneity and cooperation. Previous investigations suggest that this relation is non-trivial, as some authors found that heterogeneity sustains cooperation, while others obtained different results. Among the possible forms of heterogeneity, we focus on the individual perception of risks and rewards related to a generic event, which can appear in a number of social and biological systems. The modelling approach is based on the framework of evolutionary game theory. To represent this kind of heterogeneity, we implement small and local perturbations on the pay-off matrix of simple two-strategy games, such as the Prisoner's Dilemma. So, while usually the pay-off is considered to be a global and time-invariant structure, i.e. it is the same for all individuals of a population at any time, in our model its value is continuously affected by small variations, in both time and space (i.e. position on a lattice). We found that such perturbations can be beneficial or detrimental to cooperation, depending on their setting. Notably, cooperation is strongly supported when perturbations act on the main diagonal of the pay-off matrix, whereas when they act on the off-diagonal the resulting effect is more difficult to quantify. To conclude, the proposed model shows a rich spectrum of possible equilibria, whose interpretation might offer insights and enrich the description of several systems.
© 2020 The Author(s).

Keywords:  cooperation; evolution; heterogeneity; risk perception

Year:  2020        PMID: 32523420      PMCID: PMC7277119          DOI: 10.1098/rspa.2020.0116

Source DB:  PubMed          Journal:  Proc Math Phys Eng Sci        ISSN: 1364-5021            Impact factor:   2.704


  29 in total

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Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2014-09-23

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Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-10-31

3.  Cooperation in the noisy case: Prisoner's dilemma game on two types of regular random graphs.

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Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-06-23

4.  Dynamical organization of cooperation in complex topologies.

Authors:  J Gómez-Gardeñes; M Campillo; L M Floría; Y Moreno
Journal:  Phys Rev Lett       Date:  2007-03-07       Impact factor: 9.161

5.  Promotion of cooperation by payoff noise in a 2x2 game.

Authors:  Jun Tanimoto
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2007-10-24

6.  Evolutionary dynamics of social dilemmas in structured heterogeneous populations.

Authors:  F C Santos; J M Pacheco; Tom Lenaerts
Journal:  Proc Natl Acad Sci U S A       Date:  2006-02-16       Impact factor: 11.205

7.  Social diversity promotes the emergence of cooperation in public goods games.

Authors:  Francisco C Santos; Marta D Santos; Jorge M Pacheco
Journal:  Nature       Date:  2008-07-10       Impact factor: 49.962

8.  Heterogeneous update mechanisms in evolutionary games: Mixing innovative and imitative dynamics.

Authors:  Marco Antonio Amaral; Marco Alberto Javarone
Journal:  Phys Rev E       Date:  2018-04       Impact factor: 2.529

9.  Unfair and Anomalous Evolutionary Dynamics from Fluctuating Payoffs.

Authors:  Frank Stollmeier; Jan Nagler
Journal:  Phys Rev Lett       Date:  2018-02-02       Impact factor: 9.161

10.  Globalization and human cooperation.

Authors:  Nancy R Buchan; Gianluca Grimalda; Rick Wilson; Marilynn Brewer; Enrique Fatas; Margaret Foddy
Journal:  Proc Natl Acad Sci U S A       Date:  2009-03-02       Impact factor: 11.205

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  1 in total

1.  Cooperation and competition between pair and multi-player social games in spatial populations.

Authors:  Attila Szolnoki; Xiaojie Chen
Journal:  Sci Rep       Date:  2021-06-08       Impact factor: 4.379

  1 in total

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