基于区间云模型的非完备空战决策效能评估  

Evaluation of Decision Efficiency for Incomplete Air Combat Based on Interval Cloud Model

作　　者：丁淑琳 王玉惠[1] 贺建良 王琳蒙 DING Shulin;WANG Yuhui;HE Jianliang;WANG Linmeng(College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 211106,China;Key Laboratory of Photoelectric Control Technology,Aviation Industry Corporation of China,Luoyang 471000,China)

机构地区：[1]南京航空航天大学自动化学院,南京211106 [2]中国航空工业集团有限公司光电控制技术重点实验室,河南洛阳471000

出　　处：《吉林大学学报（信息科学版）》2023年第3期427-436,共10页Journal of Jilin University（Information Science Edition）

基　　金：科技创新2030-“新一代人工智能”重大基金资助项目(2018AAA0100805)。

摘　　要：为解决评估过程中评估指标体系权重分配不合理和空战数据不确定的问题,提出基于博弈论和区间云模型进行非完备空战决策效能评估的研究方法。针对空战攻防决策,构建评估指标体系,基于博弈论合理调整主客观权重获得指标的综合权重值。然后,对评估中出现的随机性和模糊性问题,研究区间云模型方法,通过区间云发生器确定非完备空战决策效能优劣。最后,通过仿真验证了所提方法的可行性和有效性,为解决非完备信息下的空战决策效能评估问题提供了技术支撑。In order to solve the problem of the unreasonable weight distribution of the evaluation index system and the uncertainty of air combat data in the evaluation process,game theory and interval cloud models are proposed for effectiveness evaluation of incomplete air combat decision-making.Aiming at the attack and defense decision of air combat,an evaluation index system is constructed,and the subjective and objective weights are reasonably adjusted based on game theory to obtain the comprehensive weight value of the index.Then,for the randomness and ambiguity in the evaluation,the interval cloud model method is studied,and the effectiveness of incomplete air combat decision-making is determined by the interval cloud generator.Finally,the feasibility and effectiveness of the proposed method are verified by simulation.It provides technical support for solving the problem of evaluating the effectiveness of air combat decision-making under incomplete information.

关 键 词：博弈论 区间云模型 决策效能评估 

分 类 号：TP29[自动化与计算机技术—检测技术与自动化装置]