资源列表
RBFNN-PID
- 神经网络RBF pid控制策略 源程序，可以直接运行-Neural network RBF pid control strategy source program that can run directly
SVMcgForClass
- 关于SVM处理分类问题的网格方法寻找最优参数的脚本文件，可以参照-SSVM processing classification problem about the grid method looking for the best parameters of the scr ipt, may follow
Associative-memory
- 霍普菲尔德神经网络对车牌的识别，具有很好的效果。对数字的识别也有很好的效果，在图像识别图像处理方面也有很好的应用-Hopfield neural network to the license plate recognition, and has a good result. The identification of digital also have very good effect, in image recognition image processing of also has a go
best
- 基于BP神经网络方法的风速预测程序，通过历史数据的训练来预测未来一小时的风速-wind speed prediction based on BP neural network
bcc
- 原始的细菌群趋药性优化算法，能够解决多维连续函数优化的问题，具有收敛性好，运算速度快等特点-The original group of bacterial chemotaxis optimization algorithm can solve the problem of multi-dimensional continuous function optimization, convergence, high operation speed characteristics
neural-network-Introductory-books
- 关于神经网络的入门书籍，书后附有相关的算法程序。-Introductory books on neural networks, the book is attached to the algorithm program.
Fourbar_M
- 用于优化曲柄摇杆机构的M文件，用遗传算法工具箱求解，经测试matlab2010b运行通过-Crank rocker mechanism for optimizing M-file, using the genetic algorithm toolbox for solving, the test matlab2010b run by
SVR
- 支持向量机的回归拟合——混凝土抗压强度预测 专门针对小样本问题而提出，在有限样本的情况下获得最优解。-The return of the support vector machine fitting, concrete compressive strength prediction Specifically targeted at small sample problem and put forward, in limited sample gain the optimal solution
RVM
- 关于相关向量机的pdf文档，一个是原作者的文档，一个是中国学者的学习文档，通俗易懂，是学习相关向量机的很好的资料，另有基于rvm的预测程序。-Pdf documents on relevance vector machine, a documentation of the original author, a Chinese scholar s study documents, easy to understand, to learn the information of relevance v
FuzzyNet
- 本代码是关于模糊神经网络的matlab源代码，对一些模糊数据的回归分析-This code is on the fuzzy neural network matlab source code, the return of some fuzzy data analysis
SwarmIntelligence_Trial_V2.0-(1)
- 群智能工具箱，整合了八种群体智能算法： PPNGA , SFLA , MSFLA , AF-SFLA , PSO , ABC , DEr1 , DEb2 -Swarm Intelligence Alogrihtm" Matlab Toolbox
mani
- 流形学习的经典算法，包括有:PCA,MDS,ISOMAP,LLE,Hessian LLE,LTSA, Laplacian,Diffusion Map-The classic manifold learning algorithm, including: PCA, MDS, ISOMAP, LLE, Hessian LLE, LTSA, Laplacian, Diffusion Map