基于聚类算法的军民通用装备动员供应企业等级评估研究  

Research on Grade Evaluation of Civil-military Dual Use Equipment Mobilization Supply Enterprises Based on Clustering Algorithm

作　　者：尉迟敬伟 凌海风 褚德天 康巍 YUCHI Jingwei;LING Haifeng;CHU Detian;KANG Wei(Army Engineering University of PLA,Nanjing 210007,China)

机构地区：[1]中国人民解放军陆军工程大学,江苏南京210007

出　　处：《现代信息科技》2024年第20期123-128,共6页Modern Information Technology

摘　　要：军民通用装备动员作为装备动员的重要组成部分,是战时弥补保障装备不足的快捷手段之一。而供应企业作为军民通用装备动员潜力的核心载体,开展等级评估研究,对动员资源选择的决策具有重要支撑作用。以往对企业评估问题的研究中,解决方法普遍流程复杂、定性因素多、人为干预多,不适用于常态化开展多领域动员企业评估。文章基于现行动员潜力统计指标体系下,探索利用降维处理后聚类分析方法,构建军民通用装备动员企业等级评估模型,并通过实验分析验证其适用性及实用性。As an important part of equipment mobilization,civil-military dual use equipment mobilization is one of the quick means to make up for the shortage of support equipment in wartime.As the core carrier of mobilization potential of civilmilitary dual use equipment,the research on grade evaluation of supply enterprises has an important supporting role in the decision of mobilization resource selection.In the previous research on enterprise evaluation problems,the solutions generally has complicated process,many qualitative factors,and many human interventions,which are not suitable for the regular implementation of multi-field enterprise evaluation.Based on the current mobilization potential statistical index system,this paper explores the use of cluster analysis method after dimensionality reduction to build a civil-military dual use equipment mobilization supply enterprise grade evaluation model,and verifies its applicability and practicability through experimental analysis.

关 键 词：军民通用装备动员 降维算法 聚类算法 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]