《计算机应用研究》|Application Research of Computers

基于节点免疫策略的装备保障网络级联失效模型

Cascading failure model of equipment support networks based on intelligent node

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作者 邢彪,曹军海,宋太亮,陈守华,董原生
机构 1.陆军装甲兵学院 技术保障工程系,北京 100072;2.中国国防科技信息中心,北京 100072
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文章编号 1001-3695(2018)01-0035-04
DOI 10.3969/j.issn.1001-3695.2018.01.006
摘要 针对实际装备保障网络中各保障实体均具备智能性的特点,在传统复杂网络的“负荷—容量”级联失效模型基础上,结合agent建模仿真方法,建立了装备保障网络遭受攻击后的“故障—传播—修复—免疫”级联失效模型。将载荷重分配范围内的节点划分为完好节点、传播节点、恢复节点和免疫节点四类。其中免疫节点是指节点修复后一定概率获得攻击免疫功能,模拟真实保障实体在得到协同保障进行修复后,在自身学习能力下一定概率躲避再次攻击的能力。最后通过解析计算与模型仿真,分析了改进模型在随机保障、定点保障和伴随保障三种保障模式对应的随机免疫、目标免疫和主动免疫策略下保障网络中节点的演化关系,证明了模型的合理性和有效性。
关键词 复杂网络;装备保障;agent仿真;级联失效
基金项目 军队计划科研项目(51319050302)
本文URL http://www.arocmag.com/article/01-2018-01-006.html
英文标题 Cascading failure model of equipment support networks based on intelligent node
作者英文名 Xing Biao, Cao Junhai, Song Tailiang, Chen Shouhua, Dong Yuansheng
机构英文名 1.Dept.ofTechnicalSupportEngineering,AcademyofArmyArmouredForce,Beijing100072,China;2.ChinaDefenseScience&TechnologyInformationCenter,Beijing100072,China
英文摘要 Considering the support entity in actual equipment support network all own some intelligence, this paper established a “failure-disseminate-recovered-immune” cascading failure model based on the improved “load-capacity” model, combining with the complex network and agent based modeling and simulation method. The nodes in the equipment support network could be divided into four categories, the intact node, the disseminate node, the recovered node and the immune node. The immune node could get certain probability to avoid the next attack when it was recovered, which could simulate the study capability for the support entity. Finally this paper analyzed the three tactics of stochastic immunization, target immunization and active immunization under the corresponding three support tactics of random support, site support and accompanying support. It gives the evolutionary relationships of nodes in the support network and certificates the rationality and validity of the model.
英文关键词 complex network; equipment support; agent simulation; cascading failure
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收稿日期 2016/9/7
修回日期 2016/11/7
页码 35-38,96
中图分类号 TP391.9
文献标志码 A