系统工程与电子技术

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预警网络优化配置算法研究

曾斌1, 王睿2, 胡炜1   

  1. 1. 海军工程大学管理工程系, 湖北 武汉 430033;
    2. 海军工程大学训练部图书馆, 湖北 武汉 430033
  • 出版日期:2015-05-25 发布日期:2010-01-03

Optimal configuration algorithm for early warning network

ZENG Bin1, WANG Rui2, HU Wei1   

  1. 1. Department of Management Engineering, Naval University of Engineering, Wuhan 430033, China;
    2. Library of Training Department, Naval University of Engineering, Wuhan 430033, China
  • Online:2015-05-25 Published:2010-01-03

摘要:

由于我国军事防护海域及试验场区众多且较分散,当前迫切需要采用经济有效的方法建立预警网络,提早发现异常并立即告警和处理。为此首先借鉴入侵图思想构造警戒区域的有向图模型,以此描述可能的入侵路线及监测站候选部署位置。随后针对预警网络中固定监测站和移动监测站的部署数量、位置及巡逻航线等配置问题,建立了随机性数学模型,旨在保证一定目标检测概率的条件下尽量缩短预警时间,并提出了一个基于仿真抽样的启发式优化算法对该模型求解。最后通过仿真实验证明,相较于随机部署和层次部署方法,优化配置算法具有较高的预警性能。

Abstract:

It is necessary and urgent to set up an effective and economic early warning network to defend the critical targets in a harsh environment by detecting the intruders in a short time. A direct graph model based on the attack graph is established to descript the intruding plots and potential deployment locations of detectors. In order to deal with the configuration of the fixed and mobile monitors, a stochastic mathematical model is presented to minimize the early warning time and deployment cost while satisfying the detection probability threshold. Therefore, a simulation based optimization algorithm is proposed to solve the configuration problems. The simulation results show that the optimization algorithm can obtain a better performance gain compared with the random or hierarchical deployment methods.