Prosperity is associated with instability in dynamical networks

被引:48
作者
Cavaliere, Matteo [1 ]
Sedwards, Sean [1 ]
Tarnita, Corina E. [2 ]
Nowak, Martin A. [2 ]
Csikasz-Nagy, Attila [1 ]
机构
[1] Microsoft Res Univ Trento, Ctr Computat & Syst Biol, I-38123 Povo, Trento, Italy
[2] Harvard Univ, Program Evolutionary Dynam, Cambridge, MA 02138 USA
关键词
Evolutionary game theory; Network dynamics; Imitation; Evolution of cooperation; Network formation and fragmentation; EVOLUTIONARY DYNAMICS; COOPERATION; SELECTION; GAMES; SIGNALS; WEB;
D O I
10.1016/j.jtbi.2011.09.005
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Social, biological and economic networks grow and decline with occasional fragmentation and reformation, often explained in terms of external perturbations. We show that these phenomena can be a direct consequence of simple imitation and internal conflicts between 'cooperators' and 'defectors'. We employ a game-theoretic model of dynamic network formation where successful individuals are more likely to be imitated by newcomers who adopt their strategies and copy their social network. We find that, despite using the same mechanism, cooperators promote well-connected highly prosperous networks and defectors cause the network to fragment and lose its prosperity; defectors are unable to maintain the highly connected networks they invade. Once the network is fragmented it can be reconstructed by a new invasion of cooperators, leading to the cycle of formation and fragmentation seen, for example, in bacterial communities and socio-economic networks. In this endless struggle between cooperators and defectors we observe that cooperation leads to prosperity, but prosperity is associated with instability. Cooperation is prosperous when the network has frequent formation and fragmentation. (c) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:126 / 138
页数:13
相关论文
共 66 条
  • [1] Akerlof GA, 2009, ANIMAL SPIRITS: HOW HUMAN PSYCHOLOGY DRIVES THE ECONOMY, AND WHY IT MATTERS FOR GLOBAL CAPITALISM, P1
  • [2] Error and attack tolerance of complex networks
    Albert, R
    Jeong, H
    Barabási, AL
    [J]. NATURE, 2000, 406 (6794) : 378 - 382
  • [3] [Anonymous], 2009, Weak Links the Universal Key to the Stability of Networks and Complex Systems
  • [4] [Anonymous], 1999, P 5 ANN INT C COMP C
  • [5] Evolution of cooperation by phenotypic similarity
    Antal, Tibor
    Ohtsuki, Hisashi
    Wakeley, John
    Taylor, Peter D.
    Nowak, Martin A.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (21) : 8597 - 8600
  • [6] Mutation-selection equilibrium in games with multiple strategies
    Antal, Tibor
    Traulsen, Arne
    Ohtsuki, Hisashi
    Tarnita, Corina E.
    Nowak, Martin A.
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2009, 258 (04) : 614 - 622
  • [7] Avilés L, 1999, EVOL ECOL RES, V1, P459
  • [8] Bandura A, 1986, Social Foundations of Thought and Action: A Social Cognitive Theory, DOI DOI 10.5465/AMR.1987.4306538
  • [9] Emergence of scaling in random networks
    Barabási, AL
    Albert, R
    [J]. SCIENCE, 1999, 286 (5439) : 509 - 512
  • [10] Disentangling the Web of Life
    Bascompte, Jordi
    [J]. SCIENCE, 2009, 325 (5939) : 416 - 419