4.5 Article

Hierarchy-entropy based method for command and control networks reconfiguration

期刊

JOURNAL OF SUPERCOMPUTING
卷 78, 期 13, 页码 15229-15249

出版社

SPRINGER
DOI: 10.1007/s11227-022-04445-z

关键词

Command and control; Network reconfiguration; Hierarchy-entropy; Complex network

资金

  1. Innovative Research Group Project of the National Natural Science Foundation of China [61471080]
  2. Quipment development department research foundation of China [61400010303]
  3. surface project for Natural Science foundation in Guangdong Province of China [2019A1515011164]
  4. Science and Technology Plan project in Zhanjiang [2018A06001]

向作者/读者索取更多资源

This study proposes a hierarchy-entropy-based method for reconfiguring C2 networks, considering the importance of nodes, edges, and hierarchical characteristics to comprehensively satisfy the local and global information of C2 networks. The results demonstrate that this method improves the reconfiguration effect and reduces the reconfiguration cost.
Network reconfiguration is an important means of improving network invulnerability. However, most existing network reconfiguration methods fail to consider node importance, edge importance, and hierarchical characteristics, and the local and global information of command and control (C2) networks are difficult to satisfy comprehensively. Therefore, this study designed a hierarchy-entropy-based method for reconfiguring C2 networks. By combining hierarchical and operational link entropy, the probability of inter-node edge reconfiguration based on hierarchy entropy is proposed. Additionally, methods for calculating the node level-up, cross-level, and swap degrees, and a portfolio reconfiguration strategy are proposed. Finally, to validate the proposed method, a case study was simulated, and the repair probability, adjustable parameters, and reconfiguration effects of the different reconfiguration methods and modes were determined. The comparison results demonstrate that the proposed algorithm improves the reconfiguration effect and reduces the reconfiguration cost.

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