指挥控制与仿真2026，Vol.48Issue(4)：24-32,9.DOI:10.3969/j.issn.1673-3819.2026.04.004
基于兵棋复盘数据的指挥决策风格分析方法
Analysis method of command decision-making styles based on wargame replay data
摘要
Abstract
The command decision-making style of military commanders significantly impacts combat outcomes,yet existing research lacks objective quantitative analysis methods.To address this gap,this study establishes a quantitative index system through three behavioral dimensions derived from wargame replay data:terrain utilization,weapon deployment,and opera-tional coordination.Utilizing hierarchical clustering algorithms,we achieve unsupervised classification of command decision-making styles.Three distinct tactical patterns are identified:terrain and firepower-dominant style,coordinated assault-effi-cient style,and balanced and steady style,each exhibiting marked disparities in tactical preferences.Corresponding counter-strategies are systematically proposed for each identified style.This research provides theoretical support for optimizing com-mand decisions and developing wargame AI systems,demonstrating substantial potential for advancing intelligent military de-cision-making through data-driven style characterization.关键词
指挥决策风格/典型行为特征/层次聚类/对抗策略/兵棋推演Key words
command decision-making style/typical behavioral characteristics/hierarchical clustering/counter strategy/wargame分类
军事科技引用本文复制引用
于本川,程恺,邵天浩,安冉,刘从洋..基于兵棋复盘数据的指挥决策风格分析方法[J].指挥控制与仿真,2026,48(4):24-32,9.基金项目
国家自然科学基金(61806221) （61806221）
