Coevolution of strategy and structure in complex networks with dynamical linking

被引:555
作者
Pacheco, Jorge M. [1 ]
Traulsen, Arne
Nowak, Martin A.
机构
[1] Harvard Univ, Program Evolutionary Dynam, Cambridge, MA 02138 USA
[2] Ctr Fis Teor & Computac, Fac Ciencias, Dept Fis, P-1649003 Lisbon, Portugal
[3] Harvard Univ, Dept Math, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
关键词
EVOLUTIONARY DYNAMICS; GAME-THEORY; COOPERATION; BEHAVIOR; TOPOLOGY;
D O I
10.1103/PhysRevLett.97.258103
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We introduce a model in which individuals differ in the rate at which they seek new interactions with others, making rational decisions modeled as general symmetric two-player games. Once a link between two individuals has formed, the productivity of this link is evaluated. Links can be broken off at different rates. We provide analytic results for the limiting cases where linking dynamics is much faster than evolutionary dynamics and vice versa, and show how the individual capacity of forming new links or severing inconvenient ones maps into the problem of strategy evolution in a well-mixed population under a different game. For intermediate ranges, we investigate numerically the detailed interplay determined by these two time scales and show that the scope of validity of the analytical results extends to a much wider ratio of time scales than expected.
引用
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页数:4
相关论文
共 40 条
[21]   The structure and function of complex networks [J].
Newman, MEJ .
SIAM REVIEW, 2003, 45 (02) :167-256
[22]   Evolutionary dynamics of biological games [J].
Nowak, MA ;
Sigmund, K .
SCIENCE, 2004, 303 (5659) :793-799
[23]   EVOLUTIONARY GAMES AND SPATIAL CHAOS [J].
NOWAK, MA ;
MAY, RM .
NATURE, 1992, 359 (6398) :826-829
[24]   Emergence of cooperation and evolutionary stability in finite populations [J].
Nowak, MA ;
Sasaki, A ;
Taylor, C ;
Fudenberg, D .
NATURE, 2004, 428 (6983) :646-650
[25]   The replicator equation on graphs [J].
Ohtsuki, Hisashi ;
Nowak, Martin A. .
JOURNAL OF THEORETICAL BIOLOGY, 2006, 243 (01) :86-97
[26]   A simple rule for the evolution of cooperation on graphs and social networks [J].
Ohtsuki, Hisashi ;
Hauert, Christoph ;
Lieberman, Erez ;
Nowak, Martin A. .
NATURE, 2006, 441 (7092) :502-505
[27]  
PRICE DJD, 1965, SCIENCE, V149, P510
[28]   Epidemic spreading and cooperation dynamics on homogeneous small-world networks [J].
Santos, FC ;
Rodrigues, JF ;
Pacheco, JM .
PHYSICAL REVIEW E, 2005, 72 (05)
[29]   Graph topology plays a determinant role in the evolution of cooperation [J].
Santos, FC ;
Rodrigues, JF ;
Pacheco, JM .
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2006, 273 (1582) :51-55
[30]   Scale-free networks provide a unifying framework for the emergence of cooperation [J].
Santos, FC ;
Pacheco, JM .
PHYSICAL REVIEW LETTERS, 2005, 95 (09)