系统仿真学报 ›› 2015, Vol. 27 ›› Issue (4): 843-850.

• 信息、控制、决策与仿真 • 上一篇    下一篇

基于装备能力优先的复杂网络演化模型研究

张凤琴1, 梁栋1, 管桦1, 陈大武1, 李小青1, 张青凤2   

  1. 1.空军工程大学信息与导航学院, 西安市 710077;
    2.运城学院公共计算机教学部, 运城市 044000
  • 收稿日期:2014-03-26 修回日期:2014-07-04 发布日期:2020-08-20
  • 作者简介:张凤琴(1964-),女,山西芮城,硕士,副教授,研究方向为分布式数据库、信息安全、数据挖掘;梁栋(1990-),男,山东威海,硕士生,研究方向为复杂网络和机器学习;管桦(1963-),男,湖北孝感,硕士,教授,硕导,研究方向为指挥自动化、智能处理。
  • 基金资助:
    国家自然科学基金(61174162);陕西省自然科学基金(2014JM8345)

Research on Evolution Modeling of Complex Network Based on Priority of Equipment Capability

Zhang Fengqin1, Liang Dong1, Guan Hua1, Chen Dawu1, Li Xiaoqing1, Zhang Qingfeng2   

  1. 1. Institute of Telecommunication Engineering, Air Force Engineering University, Xi'an 710077, China;
    2. Department of Public Computer Science, Yun Cheng University, Yuncheng 044000, China
  • Received:2014-03-26 Revised:2014-07-04 Published:2020-08-20

摘要: 针对传统复杂网络模型描述武器装备作战体系在动态性和不确定性方面的不足,参照OODA理论,结合具体应用,利用武器装备节点计算的能力值,从连接对象的选择、连接边数的确定、作战节点的退出及退出后网络结构的动态调整策略等方面改进了BA无标度网络模型,提出了装备能力优先的作战体系复杂网络演化模型构建方法,使装备能力高的节点在网络关键位置充分发挥作用,提高网络的鲁棒性。通过仿真实验验证,模型具有贴近战场实况、算法复杂度低和使作战体系保持幂率分布等特点。

关键词: 作战环(OODA), 复杂网络, 能力优先, 演化模型, 鲁棒性

Abstract: According to disadvantages of the traditional approaches of complex modeling for description of weapons and equipment on dynamic and uncertainty, referencing to the OODA theory, a new approach for evolution modeling of combat system complex network was put forward based on priority of equipment capability, which had improved BA scale-free networks model by the process of choosing linking objects, defining link edges, backing out of combat nodes and dynamic adjusting to the modeling policy based on the capability values of each nodes of weapon and equipment under particular applications. By simulation experiments, the new approach, which has the features of coinciding with the real battlefield environment, low algorithm complexity and complying with power-law distributions, was verified to promote network robustness and effectiveness of equipment nodes with higher capability on the key locations on network.

Key words: Operation Loop (OODA), complex network, priority of capability, evolution modeling, robustness

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