摘要
体系仿真是解决目前信息化条件下诸多军事问题的有效手段,仿真系统中计算机生成兵力(Computer Generated Force,CGF)行为表示准确与否是直接影响军事问题研究结论的重要因素。针对目前CGF自治性难以满足军事问题研究需求,系统总结了10年来CGF行为建模方法,并对比分析了不同方法的优缺点,梳理了近5年国内外CGF行为建模技术发展现状,针对军事问题研究需求,对当前该领域存在的问题和发展前景进行总结,并提出四种CGF行为建模思想方法。
System simulation is an effective means to solve many military problems under the condition of informationization. In the simulation system,the accuracy of computer generated force behavior is an important factor that affects the conclusion of military research.Considering that the autonomy of CGF is difficult to meet the needs of military research, CGF behavior modeling methods in the past 10 years are systematically summarized,the advantages and disadvantages of different methods are compared and analyzed,the development status of CGF behavior modeling methods at home and abroad in recent five years is summarized.Aiming at the research demand of military issues,the existing problems and development prospects in this field are summarized and prospected,and six CGF behavior modeling thinking methods are proposed.
作者
高昂
段莉
张国辉
董志明
曹洁
郭齐胜
GAO Ang;DUAN Li;ZHANG Guohui;DONG Zhiming;CAO Jie;GUO Qisheng(Department of Drill and Training,Army Academy of Armored Forces,Beijing 100072,China;Unit 61516 of PLA,China)
出处
《计算机工程与应用》
CSCD
北大核心
2019年第19期43-51,共9页
Computer Engineering and Applications
关键词
计算机生成兵力
行为建模
贝叶斯网络
深度学习
强化学习
知识图谱
computer generated force
behavior modeling
Bayesian networks
deep learning
reinforcement learning
knowledge graph
