实现自适应神经模糊推理系统(ANFIS)结构训练我要分享

Structure training of adaptive neuro fuzzy inference system (ANFIS) is realized

matlab-anfis PSO-GA-fuzzy 神经模糊推理 ANFIS--优化算法 anfis+ga

关注次数: 656

下载次数: 4

文件大小: 21KB

代码分类: 仿真计算

开发平台: matlab

下载需要积分: 1积分

版权声明:如果侵犯了您的权益请与我们联系,我们将在24小时内删除。

代码描述

中文说明:

用MATLAB实现自适应神经模糊推理系统(ANFIS)结构训练。代码中,首先创建一个初始原ANFIS结构,然后采用遗传算法(GA)、粒子群优化(PSO)来训练ANFIS。此进化训练算法可用于解决非线性回归函数逼近问题。


English Description:

The structure training of ANFIS is realized by MATLAB. In the code, we first create an initial original ANFIS structure, and then use genetic algorithm (GA) and particle swarm optimization (PSO) to train ANFIS. This evolutionary training algorithm can be used to solve the approximation problem of nonlinear regression function.


代码预览

Evolutionary ANFIS Training

...........................\Evolutionary ANFIS Training

...........................\...........................\CreateInitialFIS.m

...........................\...........................\engine_data.mat

...........................\...........................\GetFISParams.m

...........................\...........................\license.txt

...........................\...........................\LoadData.m

...........................\...........................\main.m

...........................\...........................\PlotResults.m

...........................\...........................\RouletteWheelSelection.m

...........................\...........................\SetFISParams.m

...........................\...........................\TrainAnfisUsingGA.m

...........................\...........................\TrainAnfisUsingPSO.m

...........................\...........................\TrainFISCost.m

...........................\license.txt