能力指标主观需求空间生成方法研究OACSTPCD
The method of obtaining subject capability metric requirement space
由于具有整体性、非线性、开放性、不确定性等特点,复杂系统中抽象问题无法通过建立仿真实验模型进行效能评估.为了使复杂系统的整体性和不确定性得到充分考虑,通过分析实验设计的内容和原则,以及证据理论的优势,研究三隶属度支持向量机模型,提出能力指标主观需求空间生成方法.以某型战斗机关键突防能力指标的效能分析为例,使用样本数据对模型进行了验证,表明该方法具备良好的应用前景.
Abstract problems in complex systems cannot be evaluated by establishing simulation models because of their in-tegrity,nonlinearity,openness and uncertainty.In order to fully consider the integrity and uncertainty of complex systems,this paper analyzes the contents and principles of experimental design,and the advantages of evidence theory,studies the three membership degree support vector machine model,and puts forward the subjective demand space generation method for capability metrics.Taking the performance analysis of the key penetration capability metric of a certain fighter aircraft as an example,the model is verified with sample data,which shows that the method had a good application prospect.
吴展燕;胡剑文
中国人民解放军 95291 部队,湖南 衡阳 421002军事科学院,北京 100091
能力指标空间主观需求空间三隶属度支持向量机
capability metric spacesubject requirement spacethree membership degree SVM
《指挥控制与仿真》 2024 (005)
147-154 / 8
国家自然科学基金(70871120)
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