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
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共 40 条
[1]   Social games in a social network [J].
Abramson, G ;
Kuperman, M .
PHYSICAL REVIEW E, 2001, 63 (03)
[2]   Topology of evolving networks:: Local events and universality [J].
Albert, R ;
Barabási, AL .
PHYSICAL REVIEW LETTERS, 2000, 85 (24) :5234-5237
[3]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[4]   Classes of small-world networks [J].
Amaral, LAN ;
Scala, A ;
Barthélémy, M ;
Stanley, HE .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (21) :11149-11152
[5]   Conformism and diversity under social learning [J].
Bala, V ;
Goyal, S .
ECONOMIC THEORY, 2001, 17 (01) :101-120
[6]   Scaling behaviour of developing and decaying networks [J].
Dorogovtsev, SN ;
Mendes, JFF .
EUROPHYSICS LETTERS, 2000, 52 (01) :33-39
[7]   Evolution of networks [J].
Dorogovtsev, SN ;
Mendes, JFF .
ADVANCES IN PHYSICS, 2002, 51 (04) :1079-1187
[8]   Coevolutionary games on networks [J].
Ebel, H ;
Bornholdt, S .
PHYSICAL REVIEW E, 2002, 66 (05) :8-056118
[9]   GENETICAL EVOLUTION OF SOCIAL BEHAVIOUR 2 [J].
HAMILTON, WD .
JOURNAL OF THEORETICAL BIOLOGY, 1964, 7 (01) :17-&
[10]   Game theory and physics [J].
Hauert, C ;
Szabó, G .
AMERICAN JOURNAL OF PHYSICS, 2005, 73 (05) :405-414