▍1. neural
单神经元自适应S函数仿真设计 亲写亲测 很好用的(self-adaptive single neural control simulin S function)
单神经元自适应S函数仿真设计 亲写亲测 很好用的(self-adaptive single neural control simulin S function)
根据概率模型实现的QDF,LDF分类算法,有minst数据集做demo(QDF, LDF classification algorithm based on probability model, MINST data set to do demo)
基于RBF神经网络的等效滑模控制 很详细 大家可以参考程序 把里面的模型改改 希望对大家有帮助(the code of RBF sliding mode)
稀疏贝叶斯方法mablab 工具箱,内嵌快速算法。(SparseBayes. . . . . . . . . . . . . . An Efficient Matlab Implementation of theSparse Bayesian Modelling Algorithm (Version 2.0))
混沌时间序列预测源代码。。。。。。。。。。。。。。。。(Chaotic time series prediction)
基于matlab的神经网络和遗传算法的案例和代码源,供大家参考和套用使用。(The case of neural network and genetic algorithm based on matlab and the source code, for your reference and to use. Please enter the text to be translated )
遗传算法优化神经网络,提高了神经网络的收敛速度和精度。(The genetic algorithm optimization neural network, to improve the speed and accuracy of the neural network convergence.)
采用PSO和GA算法优化RBP神经网络的参数(PSO and GA algorithm optimization using neural network parameters RBP)
采用PSO和GA算法优化RBP神经网络的参数(PSO and GA algorithm optimization using neural network parameters RBP)
matlab源文件,对网络数据进行入侵检测,利用libsvm工具箱,对特征进行分类。内容包括:数据的归一化,参数择优(交叉验证),建立svm模型,性能评价。压缩包内有详细的说明文档。(matlab source files, network data for intrusion detection, to use libsvm toolbox, to classify the characteristics. The contents include: data normalization, parameters and selection of the best (cross-validation), the establishment of SVM model performance evaluation. Compressed within a detailed documentation.)
检测神经网路的入侵问题的源程序代码,另有一些简单的实验结果分析数据 (Neural network for the intrusion detection of the source code, and some simple experimental results analysis data)
bp神经网络在入侵检测方面的运用代码,数据集是kddcup99数据集,效果还不错(bp network code in intrution area)
自己写的改进的BP神经网络辅助组合导航卡尔曼滤波,运行成功,可供参考。(Write their own improved BP neural network aided integrated navigation kalman filter, run successfully, for reference.)
这是一篇IEEE论文中的仿真代码,是关于鲁棒自适应动态规划的(this is a IEEE paper about ADP)
使用粒子群算法进行无功调度,考虑经济性,具有比较好的效果。可以学习(Use PSO reactive power dispatch, considering the economy, with relatively good results. You can learn)
很详细的粒子群优化径向基神经网络的例子。(Very detailed examples of particle swarm optimization RBF neural network)
NSGA-II多目标优化的matlab代码(NSGA-II multi-objective optimization matlab code)
说明: 这是用遗传算法解决多目标规划问题, 很不错的哦,希望对你有所帮助(This using genetic algorithms to solve multi-objective planning issues, it is very good, oh, and I hope to help you )
不同的核函数的elm,既包括分类算法,也包括回归,十分的全面,运行无错误!(Elm different kernel functions, including both classification algorithms, including regression, very comprehensive and error-free operation!)
小波神经网络时间预测序列,短时交通流量预测(Wavelet Neural Network Time the predicted sequence- short-term traffic flow forecast)