火力与指挥控制2025，Vol.50Issue(10)：137-144,154,9.DOI:10.3969/j.issn.1002-0640.2025.10.017
基于BPSO-Stacking的战时装备损伤分布热力图构建方法
Construction Method of Wartime Equipment Damage Distribution Heat Map Based on Bpso-stacking Model
摘要
Abstract
The wartime equipment damage distribution heat map is the auxiliary decision basis for the deployment and scheduling of maintenance support resources in combat units.In order to effectively improve the problem that takes a long time to construct the damage distribution heat map of wartime equipment through the simulation data obtained by different combat schemes in the past,a method of constructing wartime equipment damage distribution heat map based on BPSO-Stacking model is proposed.The method uses previous simulation data to train the model,then feed the new operational data into the modelto predictthe damage distribution,reduce the number of simulations,to achieve the effect of rapid and accurate generation of wartime equipment damage distribution heat map.Finally,the effectiveness of the method is verified by an experimental case of the red heavy composite brigade attacking the blue side.关键词
粒子群算法/Stacking/战时装备损伤分布热力图/作战仿真Key words
particle swarm optimization/Stacking/wartime equipment damage distribution heat map/combat simulation分类
武器工业引用本文复制引用
李驰运,缪建明..基于BPSO-Stacking的战时装备损伤分布热力图构建方法[J].火力与指挥控制,2025,50(10):137-144,154,9.基金项目
兵器装备预先研究资助项目(627011303) （627011303）
