火力与指挥控制2025，Vol.50Issue(1)：10-18,25,10.DOI:10.3969/j.issn.1002-0640.2025.01.002
考虑弱化指标相关性的无人机作战威胁VIKOR评估排序
VIKOR Assessment and Ranking of UAV Combat Threat Considering Weakening the Correlation of Indicators
摘要
Abstract
In the process of identifying indicators for assessing the threat of UAV operations,the subjective weighting method tends to lead to the neglect of internal correlations between indicators.For this,an UAV operation threat evaluation method based on improved CRITIC-LRA and VIKOR is proposed.Firstly,to address the shortcomings of the CRITIC method,the Gini coefficient and Kendall coefficient are introduced to improve the traditional CRITIC to determine the initial indicator weight.Then first-order Linear Regression Analysis is used to modify the initial weight to weaken the indicators relevance impact on the evaluation results.Finally,a VIKOR multi-attribute decision-making method is proposed to obtain the nearest compromise feasible solution to the ideal solution.It calculates the group utility value,the individual regret value and the comprehensive evaluation value of each threat scenario to realize the threat ranking,which is convenient for UAV to make scientific decisions.The evaluation examples show that the proposed method fully embodies the degree of threat identification and the threat ranking of scenarios,and the evaluation results are scientific and effective.关键词
无人机/威胁评估/CRITIC方法/VIKOR方法Key words
UAV/threat evaluation/CRITIC method/VIKOR method分类
军事科技引用本文复制引用
丛伟,魏潇龙,吴亚荣,卫玉峰..考虑弱化指标相关性的无人机作战威胁VIKOR评估排序[J].火力与指挥控制,2025,50(1):10-18,25,10.基金项目
国家社会科学基金重点资助项目(21AGL030) （21AGL030）
