Multiple strategies in structured populations

被引:82
作者
Tarnita, Corina E. [1 ,2 ,3 ]
Wage, Nicholas [1 ,2 ]
Nowak, Martin A. [1 ,2 ,4 ]
机构
[1] Harvard Univ, Program Evolutionary Dynam, Cambridge, MA 02138 USA
[2] Harvard Univ, Dept Math, Cambridge, MA 02138 USA
[3] Harvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
[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 DYNAMICS; COOPERATION; GAMES; COMPETITION; EMERGENCE; SELECTION; MECHANISM; RULES;
D O I
10.1073/pnas.1016008108
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Many specific models have been proposed to study evolutionary game dynamics in structured populations, but most analytical results so far describe the competition of only two strategies. Here we derive a general result that holds for any number of strategies, for a large class of population structures under weak selection. We show that for the purpose of strategy selection any evolutionary process can be characterized by two key parameters that are coefficients in a linear inequality containing the payoff values. These structural coefficients, sigma(1) and sigma(2), depend on the particular process that is being studied, but not on the number of strategies, n, or the payoff matrix. For calculating these structural coefficients one has to investigate games with three strategies, but more are not needed. Therefore, n = 3 is the general case. Our main result has a geometric interpretation: Strategy selection is determined by the sum of two terms, the first one describing competition on the edges of the simplex and the second one in the center. Our formula includes all known weak selection criteria of evolutionary games as special cases. As a specific example we calculate games on sets and explore the synergistic interaction between direct reciprocity and spatial selection. We show that for certain parameter values both repetition and space are needed to promote evolution of cooperation.
引用
收藏
页码:2334 / 2337
页数:4
相关论文
共 38 条
[1]   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
[2]   Mutation-selection equilibrium in games with multiple strategies [J].
Antal, Tibor ;
Traulsen, Arne ;
Ohtsuki, Hisashi ;
Tarnita, Corina E. ;
Nowak, Martin A. .
JOURNAL OF THEORETICAL BIOLOGY, 2009, 258 (04) :614-622
[3]   Pairs of cooperating cleaner fish provide better service quality than singletons [J].
Bshary, Redouan ;
Grutter, Alexandra S. ;
Willener, Astrid S. T. ;
Leimar, Olof .
NATURE, 2008, 455 (7215) :964-U46
[4]  
Cressman R, 2003, ECON LEARN SOC EVOL, P1
[5]   The evolution of interspecific mutualisms [J].
Doebeli, M ;
Knowlton, N .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (15) :8676-8680
[6]   Spatial structure often inhibits the evolution of cooperation in the snowdrift game [J].
Hauert, C ;
Doebeli, M .
NATURE, 2004, 428 (6983) :643-646
[7]   Volunteering as Red Queen mechanism for cooperation in public goods games [J].
Hauert, C ;
De Monte, S ;
Hofbauer, J ;
Sigmund, K .
SCIENCE, 2002, 296 (5570) :1129-1132
[8]   MIGRATION AS A MECHANISM TO PROMOTE COOPERATION [J].
Helbing, Dirk ;
Yu, Wenjian .
ADVANCES IN COMPLEX SYSTEMS, 2008, 11 (04) :641-652
[9]   Evolutionary game dynamics [J].
Hofbauer, J ;
Sigmund, K .
BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY, 2003, 40 (04) :479-519
[10]  
Hofbauer J., 1988, The Theory of Evolution and Dynamical Systems