基于SOM神经网络的坦克作战效能评估

摘要

坦克作战效能评估是一个多属性评估问题,通过建立自组织特征映射神经网络(SOM)的坦克作战效能评估模型,通过该模型的二维拓扑有序映射图,可以清晰地观察到不同型号坦克的作战效能特征;并通过MAT-LABR2010a训练、仿真,对我国某型坦克的作战效能进行相似性预测评估.%The evaluation of combat efficiency of tank is a problem of multiple attributes,so through the self-organizing feature map of tank operational efficiency evaluation type and the two dimensional topologically ordered map of such type,characteristics of different types of tank combat efficiency can be clearly observed. Then,the assessment of the similarity of the combat efficiency of a certain type of tank can be predicted through MATLABR2010a training and simulating.