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Adaptive behaviors can improve the system consilience of a network system

机译：自适应行为可以提高网络系统的系统一致性

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摘要

As a recently reported network property, consilience degree (CSD) indicates how well a network system integrates its topology and node activities together to serve a specific systemic goal. As is well known, many natural and man-made systems are complex networks where, besides network topology, node activity states also play an important role in determining system performance. For example, a collaborative project involving friends is more likely to succeed than one involving enemies, even though the topology of network organization is the same. The concept of CSD can quantitatively distinguish the difference between the involvement of friends and the involvement of enemies. This article reports a simulation study on the adaptive behaviors of nodes based on the selfish rule and the following-others rule, and the simulation results show that based on such adaptive behaviors of nodes, a network system will automatically evolve to a high level of system consilience. The simulation study also demonstrates that a high level of system consilience resulting from adaptive behaviors will contribute to increased system resistance to external disturbances. The generality of adaptive behaviors in reality implies that CSD is an inherent attribute of real-world network systems, and therefore, the concept of CSD has significant application potential in the study of adaptive behaviors in network systems.
机译：作为最近报告的网络属性，一致性程度（CSD）指示网络系统如何将其拓扑和节点活动集成在一起以达到特定的系统目标。众所周知，许多自然系统和人造系统都是复杂的网络，其中，除了网络拓扑外，节点活动状态在确定系统性能方面也起着重要作用。例如，即使网络组织的拓扑结构相同，涉及朋友的协作项目比涉及敌人的协作项目更可能成功。 CSD的概念可以从数量上区分朋友参与和敌人参与之间的区别。本文报告了基于自私规则和后续规则的节点自适应行为的仿真研究，仿真结果表明，基于节点的自适应行为，网络系统将自动演化为高级系统一致性。仿真研究还表明，自适应行为导致的高系统一致性将有助于增加系统对外部干扰的抵抗力。现实中自适应行为的普遍性意味着CSD是现实世界网络系统的固有属性，因此CSD的概念在研究网络系统自适应行为方面具有重要的应用潜力。

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  • 来源
    《Adaptive Behavior》 |2018年第1期|3-19|共17页
  • 作者

    Hu Xiao-Bing; Shi Peijun; Wang Ming; Leeson Mark S.;

  • 作者单位

    Beijing Normal Univ, Acad Disaster Reduct & Emergency Management, Fac Geog Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing, Peoples R China;

    Beijing Normal Univ, Acad Disaster Reduct & Emergency Management, Fac Geog Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing, Peoples R China;

    Beijing Normal Univ, Acad Disaster Reduct & Emergency Management, Fac Geog Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing, Peoples R China;

    Univ Warwick, Sch Engn, Coventry, W Midlands, England;

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  • 原文格式 PDF
  • 正文语种 eng
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  • 关键词

    Adaptive behavior; complex network; consilience; disturbance;

    机译：适应行为复杂网络一致性干扰;

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