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Implementation of Fuzzy Wavelet Neural Network in Matlab and Evaluation of Target Threat /模糊小波神经网络的Matlab实现以及目标威胁评估

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fwnn-matlab

Implementation of Fuzzy Wavelet Neural Network in Matlab and Evaluation of Target Threat
模糊小波神经网络的Matlab实现以及目标威胁评估

综述

运行文件为fwnn.m,语言为Matlab语言,实现了对于五个影响因素下的目标威胁度(或攻击优先级)评估,以RoboMaster为例讲解。

运行

填写样本集.xlsx,转化为Dat文件,在FWNN中读入并训练,接着读取测试集.dat数据并进行测试。

原理

原理见PDF文件

运行结果

训练拟合结果如下图所示: 拟合结果

预测结果如下图所示: 预测结果

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Implementation of Fuzzy Wavelet Neural Network in Matlab and Evaluation of Target Threat /模糊小波神经网络的Matlab实现以及目标威胁评估

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