基于知识推理的杀伤网智能设计方法

Silai Wan, Guoxin Wang, Zhenjun Ming*, Yan Yan, Jia Hao

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

2 引用 (Scopus)

摘要

A knowledge reasoning-based intelligent design method of kill-web is proposed for the problems of strong dependence on human experience and low intelligence in the design of kill-web. Based on the OODA theory, a multi-level kill-web ontology including combat mission-combat capability-wWeapon equipment is constructed to model the static knowledge related to kill-web design. Three types of kill-web design rule bases, namely mission-capability-equipment mapping rule, equipment coordination rule and kill chain coordination rule, are constructed to model the dynamic knowledge related to kill-web design. Based on static knowledge and dynamic knowledge, a knowledge reasoning-based intelligent design process framework of kill-web is proposed, in which three kill-chain evaluation metrics of time, precision and cost are defined in order to quickly and intelligently design a kill-web in actual combat situations. Taking the air defense and anti-missile system of systems as an example the effectiveness of the proposed method is verified on a simulation platform.

投稿的翻译标题Knowledge Reasoning-based Intelligent Design Method of Kill-web
源语言繁体中文
页(从-至)1025-1037
页数13
期刊Binggong Xuebao/Acta Armamentarii
45
4
DOI
出版状态已出版 - 4月 2024

关键词

  • kill-web
  • ontology
  • OODA loop
  • reasoning

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