资源列表
XIAOBOBP
- 小波神经网络 MATLAB源程序 结构很好 可以借鉴-wavelet MATLAB source neural network can learn from the good structure
改进的BP神经网络
- 基于附加动量的BP神经网络，模拟函数
elm
- 模糊神经网络实现函数逼近与分类，实现模糊规则的提取。-Fuzzy neural network function approximation and classification, to achieve the extraction of fuzzy rules.
bp
- 基于附加动量的神经网络，用它来模拟正弦函数-Additional momentum-based neural network, and use it to simulate a sine function
ID3-tree
- ID3决策树算法，可以使用决策树对数据集分类，并且生成最好的决策树，并且可以输出决策树。-ID3 decision tree algorithm, you can use the decision tree classification data sets, and generate the best decision tree, and the tree can be output.
Kmeans
- 对已存入txt文件中的样本点就行K均值聚类，可输出质心和各个类包含的样本点-Txt files that have been deposited in the sample points on the line K means clustering, centroid, and each output class contains the sample points
Stochastic-optimization-method
- 随机性多次寻优法,随机性算法能够有效地寻找全局最优解。-Stochastic optimization method many times, random algorithm can find the global optimal solution.
GA_RBF
- 利用遗传算法对RBF（径向基）神经网络的中心值和宽度进行优化。实现效果比较好，能够高精度的实现非线性逼近。-Using genetic algorithm to optimize the center value and width of RBF (radial basis) neural network. The realization effect is better, and the nonlinear approximation can be achieved with high acc
Hard_Clustering_and_Fuzzy_Clustering
- 利用Hard Clustering and Fuzzy Clustering来对一群样本点进行两类的分类问题
BP_C++
- BP神经网络C＋＋实现-BP neural network implemented by C++
mLSMI
- 本例是采用多核的最小二乘方法来直接估计互信息-This example is the use of multi-core direct least squares method to estimate mutual information
pso
- 粒子群算法多目标搜索 matlab源程序-Multi-objective particle swarm optimization matlab source