摘要
本文针对当前蓝军建设逼真度不高、对抗性不强、训练样式难以满足体系作战要求等问题,提出了一种智能蓝军作战行为模型构建技术。首先,本研究基于当前国内外蓝军建设实际,分析了军队智能蓝军模型建设需求;其次,聚焦蓝军合成兵种营,根据智能蓝军建模规律提出智能蓝军模型技术框架,分析了智能蓝军作战行为建模的真实性和对抗性要求,围绕要求阐述了模型构建涉及的关键技术,如军事模型构建方法、机器学习技术和目标评价方法等;再次,从概念建模、规则建模、机器学习优化和评价方法四个方面对智能蓝军建设关键技术问题进行了深入分析和阐述,并围绕关键技术的递进关系针对性提出了预期解决方案;最后,给出了下一步智能蓝军模型技术构建问题的发展方向和对策。
In view of such problems as low verisimilitude,low antagonism,and challenging training in the context of the requirements of system combat,a technology is needed to construct a model of combat behavior of an intelligent blue army.First,this paper uses the current status of the construction of an intelligent blue army to an‐alyze the requirements of a model for it.Second,we use the laws of modeling technology for the intelligent blue ar‐my to propose a framework for the model,analyze its authenticity,and examine the key technologies involved,such as methods of military model-building,machine learning,and objective evaluation.Third,we use concept model‐ing,rule modeling,optimized machine learning,and methods of evaluation to identify technical problems encoun‐tered in the construction of the smart blue army,and propose solutions to them based on the progressive relationship among key technologies.Finally,we provide the developmental direction of and countermeasures in the construc‐tion of the model of the intelligent blue army.
作者
章乐贵
陈希亮
曹雷
汤伟
ZHANG Legui;CHEN Xiliang;CAO Lei;TANG Wei(Army Engineering University,Nanjing 210007,China)
出处
《国防科技》
2022年第1期14-20,共7页
National Defense Technology
基金
国家自然科学基金项目(61806221)
国防科技重点实验室基金项目(6142101180304)。
关键词
智能蓝军
作战行为
模型
intelligent blue army
operational behavior
model
