基于SOM网络信息融合的飞机作战效能评估

Aircraft Combat Effectiveness Assessment Based on Self-organizing Map Information Fusion

根据SOM自组织神经网络原理,构建了基于多参数信息融合的飞机作战效能评估模型,并采用可视化方法对飞机空战效能进行了评估。通过效能评估模型的二维拓扑有序映射图和单参数灰度图,可以清晰地观察到不同型号飞机的作战效能特征、参数相关性特征、参数变化趋势和对飞机作战效能的相似性预测。

The paper presents a visualized aircraft combat effectiveness assessment model based on selforganizing map multivalue information fusion,and then assesses effectiveness by using using visualization means.According to the analysis of twodimension topologyordering plane and component gray plane obtained from model,we can easily observe characteristics of airctrft combat effectiveness and correlation and tendency of components.And also,the mode can be used to predict aircraft combat effectiveness.