计算机科学 ›› 2011, Vol. 38 ›› Issue (1): 210-213.

• 人工智能 • 上一篇    下一篇

基于双层主从决策的多机协同关键设施攻击模型研究

朱悦妮,郑征,刘伟   

  1. (北京航空航天大学自动化科学与电气工程学院 北京100083)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家自然科学基金(60904066),航空科学基金(2008ZG51092),中国科学院智能信息处理重点实验室开放基金(IIP2009-4)资助。

Research on a Bilevel R-median Facility Interdiction Model for Air Attack Formation

ZHU Yue-ni,ZHENG Zhen,LIU Wei   

  • Online:2018-11-16 Published:2018-11-16

摘要: 现代战争中,多架战机协同攻击已成为一种重要的作战模式。面对复杂的敌方网络系统,目标选择及战机资源的优化分配是决定空袭效果的关键因素。针对此类问题,通过分析空袭环境下攻守双方的主要特征,建立了基于双层主从决策的多机协同关键设施攻击模型,其中上层决策者以中断敌方网络系统关键服务设施节点为目标,下层决策者以提高己方机群战场生存率和目标击中率为目标。通过求解该模型,对选定目标节点的战机分配策略进行综合优化。最后,通过实例分析和仿真实验,验证了该模型的可行性和有效性。

关键词: 主从决策,关键设施攻击,多机协同

Abstract: Target selection and optimal resource allocation have become key factors of the effect of air-raid in modern warfare. We formulated a bilevel r-median facility interdiction model for air attack formation, based on an analysis of the main characteristics of attackers and defenders. In the bilevel formulation, the top level decision maker intends to make the most disruptive attack by identifying and interdicting the critical infrastructure in the target system; the lower level decision makers concerns the improvement of air attack formation safety and the accuracy of hit rate; the model is aimed to weigh the benefits of both top and low level decision makers and reach the optimal strategy of air attack formation allocation. Computational results on a simulation experiment show the effectiveness of the proposed methodology for providing optimal strategies of this problem.

Key words: Leader-follower hierarchical decision, Critical infrastructure attack, Cooperative team air combat

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