How mutation affects evolutionary games on graphs

被引:74
作者
Allen, Benjamin [1 ,2 ]
Traulsen, Arne [3 ]
Tarnita, Corina E. [1 ,2 ,4 ]
Nowak, Martin A. [1 ,2 ]
机构
[1] Harvard Univ, Program Evolutionary Dynam, Dept Math, Cambridge, MA 02138 USA
[2] Harvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
[3] Max Planck Inst Evolutionary Biol, D-24306 Plon, Germany
[4] Harvard Univ, Harvard Soc Fellows, Cambridge, MA 02138 USA
基金
美国国家科学基金会;
关键词
Evolutionary game theory; Mutation; Cooperation; Evolutionary graph theory; Population structure; STEPPING STONE MODEL; COOPERATION; SELECTION; DYNAMICS; POPULATION; ALTRUISM; DIVERSITY; STABILITY; EMERGENCE;
D O I
10.1016/j.jtbi.2011.03.034
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Evolutionary dynamics are affected by population structure, mutation rates and update rules. Spatial or network structure facilitates the clustering of strategies, which represents a mechanism for the evolution of cooperation. Mutation dilutes this effect. Here we analyze how mutation influences evolutionary clustering on graphs. We introduce new mathematical methods to evolutionary game theory, specifically the analysis of coalescing random walks via generating functions. These techniques allow us to derive exact identity-by-descent (IBD) probabilities, which characterize spatial assortment on lattices and Cayley trees. From these IBD probabilities we obtain exact conditions for the evolution of cooperation and other game strategies, showing the dual effects of graph topology and mutation rate. High mutation rates diminish the clustering of cooperators, hindering their evolutionary success. Our model can represent either genetic evolution with mutation, or social imitation processes with random strategy exploration. (c) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:97 / 105
页数:9
相关论文
共 61 条
[1]  
[Anonymous], 2010, Random Walk: A Modern Introduction
[2]   Evolution of cooperation by phenotypic similarity [J].
Antal, Tibor ;
Ohtsuki, Hisashi ;
Wakeley, John ;
Taylor, Peter D. ;
Nowak, Martin A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (21) :8597-8600
[3]  
Beineke L. W., 2004, Topics in algebraic graph theory
[4]  
Berestycki N., 2009, Ensaios Mat., V16, P1, DOI [10.21711/217504322009/em161, DOI 10.21711/217504322009/EM161]
[5]   Metapopulation structures affect persistence of predator-prey interactions [J].
Bonsall, MB ;
French, DR ;
Hassell, MP .
JOURNAL OF ANIMAL ECOLOGY, 2002, 71 (06) :1075-1084
[6]   'Small worlds' and the evolution of virulence: infection occurs locally and at a distance [J].
Boots, M ;
Sasaki, A .
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 1999, 266 (1432) :1933-1938
[7]  
Cox JT, 2002, ANN APPL PROBAB, V12, P1348
[8]   COALESCING RANDOM-WALKS AND VOTER MODEL CONSENSUS TIMES ON THE TORUS IN ZD [J].
COX, JT .
ANNALS OF PROBABILITY, 1989, 17 (04) :1333-1366
[9]  
DURRET R, 1999, LECT NOTES MATH, V1714, P39
[10]  
Fehl K., ECOL LETT IN PRESS