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Stabilization and oscillations design for a family of cyclic boolean networks via nodes connection

机译:通过节点连接的一系列布尔布尔网络的稳定和振荡设计

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摘要

Boolean networks (BNs) are discrete-time logical systems, whose state evolutions are both determined by nodes' coupling connections and logical functions. This papers presents analytical studies on a family of cyclic BNs to achieve stabilization and oscillations via semi-tensor product (STP) method. The family of cyclic BNs shows a similar network structure (here we call nodes connection digraph), which is cyclic. Based on the cyclic network structure, a pinning control strategy imposed on any single node is proposed to achieve stabilization. Further, using model reduction method, the size of cyclic BNs is firstly reduced to a network with a single node, which preserves oscillations with the original network. Then, based on the reduced BN with single node, several sufficient conditions for oscillations are obtained, without using the traditional state transition matrix. Finally, the simulation of a network with 10 nodes is presented to show the efficiency of proposed method. (C) 2019 Elsevier B.V. All rights reserved.
机译:布尔网络(BN)是离散时间逻辑系统,其状态演变都由节点的耦合连接和逻辑功能确定。本文介绍了对一系列环状BN的分析研究,以通过半张量积(STP)方法实现稳定和振荡。循环BN家族显示了类似的网络结构(这里称为节点连接图),它是循环的。基于循环网络结构,提出了施加在任何单个节点上的钉扎控制策略以实现稳定。此外,使用模型约简方法,将循环BN的大小首先减小为具有单个节点的网络,这保留了与原始网络的振荡。然后,基于具有单个节点的简化BN,无需使用传统的状态转移矩阵,即可获得几个充分的振荡条件。最后,对10个节点的网络进行仿真,以证明所提方法的有效性。 (C)2019 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2019年第5期|61-68|共8页
  • 作者单位

    Southwestern Univ Finance & Econ Sch Econ Informat Engn Chengdu 611130 Sichuan Peoples R China;

    Zhejiang Normal Univ Coll Math & Comp Sci Jinhua 321004 Zhejiang Peoples R China;

    Southwestern Univ Finance & Econ Sch Econ Informat Engn Chengdu 611130 Sichuan Peoples R China|Qingdao Univ Sci & Technol Sch Math & Phys Qingdao 266061 Shandong Peoples R China;

    Southeast Univ Sch Math Nanjing 210096 Jiangsu Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cyclic boolean networks; Stabilization; Oscillations; Pinning control design; Network structure;

    机译:循环布尔网络;稳定;振荡;固定控制设计;网络结构;

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