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简单介绍了神经网络和模糊系统的主要特点和差异 ,描述了如何根据它们的各自优点与不足来进行融合 :其一 ,利用神经网络来自动设计模糊系统 ;其二 ,利用模糊规则结构构造神经网络系统。提出了在成像引信飞机图象识别中 ,如何利用神经网络和模糊系统的融合技术构造一个模式分类器 ,来有效地对复杂弹目交会条件下的飞机红外图象进行分类。
The main features and differences between neural networks and fuzzy systems are briefly introduced, and how to fuse them according to their respective advantages and disadvantages is described: firstly, the fuzzy system is designed by using neural networks; secondly, the neural network is constructed by using fuzzy rules system. This paper proposes how to construct a pattern classifier based on the fusion technology of neural network and fuzzy system in the image recognition of imaging fuze aircraft to effectively classify the infrared images of aircraft under the condition of complex projectiles.