论文标题

双层依赖组的战斗网络与级联失败的鲁棒性

Robustness of double-layer group-dependent combat network with cascading failure

论文作者

Yu, Jintao, Xiao, Bing, Cui, Yuzhu

论文摘要

网络战斗系统(CSOS)是通过技术创新的战斗发展趋势。战斗有效性的实现要求公民推港具有良好的应对外部干扰的能力。在这里,我们从复杂网络的角度报告了CSO的建模方法,并基于此探索战斗网络的鲁棒性。首先,建立了更现实的双层异质作战网络模型。然后,有条件的群体依赖状况被认为是为依赖故障设计故障规则,并分析了双层子网之间的耦合关系,以实现级联故障。基于此,分别定义了节点的初始负载和容量,以及级联故障模型的负载再分配策略和状态判断规则。通过更改攻击模式和不同的参数进行仿真实验,结果表明,通过提高功能网的单向依赖性的公差限制,功能性子网的节点容量以及过载状态的公差,可以有效地改善战斗网络的鲁棒性。本文的结论可以为军事领域的网络结构优化和网络安全保护提供有用的参考。

The networked combat system-of-system (CSOS) is the trend of combat development with the innovation of technology. The achievement of combat effectiveness requires CSOS to have a good ability to deal with external interference. Here we report a modeling method of CSOS from the perspective of complex networks and explore the robustness of the combat network based on this. Firstly, a more realistic double-layer heterogeneous dependent combat network model is established. Then, the conditional group dependency situation is considered to design failure rules for dependent failure, and the coupling relation between the double-layer subnets is analyzed for cascading failure. Based on this, the initial load and capacity of the node are defined, respectively, as well as the load redistribution strategy and the status judgment rules for the cascading failure model. Simulation experiments are carried out by changing the attack modes and different parameters, and the results show that the robustness of the combat network can be effectively improved by improving the tolerance limit of one-way dependency of the functional net, the node capacity of the functional subnet and the tolerance of the overload state. The conclusions of this paper can provide a useful reference for network structure optimization and network security protection in the military field.

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