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RBF
- RBF神经网络:rbf原理:所谓径向基函数(Radial Basis Function 简称 RBF),就是某种沿径向对称的标量函数。通常定义为空间中任一点x到某一中心xc之间欧氏距离的单调函数,可记作 k(||x-xc||),其作用往往是局部的,即当x远离xc时函数取值很小。最常用的径向基函数是高斯核函数,形式为 k(||x-xc||)=exp{- ||x-xc||^2/(2*σ)^2) } 其中xc为核函数中心,σ为函数的宽度参数,控制了函数的径向作用范围。在RBF网络中,这两个参数往往是可
RBF
- RBF网络是一种三层前向网络,由输入到输出的映射是非线性的,而隐含层空间到输出空间的映射是线性的,从而大大加快了学习速度并避免局部极小问题。-RBF network is a three-forward network input to output mapping is nonlinear, and output space mapping space to the hidden layer is linear, which greatly accelerates the learning
RBF
- 针对一类非线性动态系统给出了一种基于RBF(径向基函数)神经网络的模型参考自适应控制算法,控制器的结构中使用RBF网络来动态的补偿系统的非线-A class of nonlinear dynamic systems presents a model reference adaptive RBF (Radial Basis Function) neural network control algorithms, structure of the controller using RBF netwo
RBF
- 基于神经网络控制的三容水箱仿真、运用RBF网络进行编程-Three- tank control based on neural network simulation using RBF network programming
matlab-RBF
- RBF网络能够逼近任意的非线性函数,可以处理系统内的难以解析的规律性,具有良好的泛化能力,并有很快的学习收敛速度,已成功应用于非线性函数逼近、时间序列分析、数据分类、模式识别、信息处理、图像处理、系统建模、控制和故障诊断等。-RBF network can approximate any nonlinear function, can handle regular system are difficult to resolve, with good generalization ability,
rbf
- This is an implementation of RBF network using matlab. You should use your own input and output
RBF
- 径向基函数网络(RBF)特点:1)可用于任意维空间的插值;2)训练速度和插值速度较慢;3)一旦训练成功,只要存储权系数矩阵即可,适用于海量数据的插值;4)当数据不全时,可以用于数据补全。 -Radial basis function (RBF) network features: 1) can be used in any dimensional space interpolation 2) interpolation and the training speed slower 3) o
MATLAB-network
- MATLAB 神经网络源代码,包括BP网络、RBF网络、模糊神经网络、小波神经网络、PSO群优化等共43个网络源代码,并有实际案例-MATLAB neural network source code, including BP network, RBF network, fuzzy neural network, wavelet neural network, PSO Swarm Optimization, a total of 43 network source code, and there
GA-rbf
- PSO和GA算法针对RBF网络优化,分别为PSO和GA的,RBF网络的程序结构给出了,只需要稍加改动即可-PSO、GA algorithm for RBF network
RBF
- 径向基神经网络应用实例,包括异或问题,RBF网络曲线拟合,GRNN网络曲线拟合,PNN网络用于坐标点分类-RBF neural networks used, including XOR problem, RBF network curve fitting, GRNN network curve fitting, PNN network to coordinate points classification
PSO-RBF
- 粒子群优化RBF网络权值,可以在线训练,好用的程序-Particle Swarm Optimization RBF network weights, online training, easy to use program
RBF-regression
- 案例7 RBF网络的回归-非线性函数回归的实现-Case 7 RBF Network Regression- Regression nonlinear function to achieve
RBF-HWR
- 对手写数字进行识别,将图像分为25块,计算每一块的空白部分所占比例,训练RBF网络-Handwritten digital identification, the image is divided into 25 to calculate the proportion of each piece of blank portion of training RBF network
RBF
- 本例用RBF网络拟合未知函数,预先设定一个非线性函数,假定函数解析式不清楚的情况下,随机产生x1,x2和由这两个变量按上式得出的y。-In this case, using RBF network fitting of the unknown function preset a nonlinear function, assume that function under the condition of analytic expression is not clear, randomly gen
RBF
- RBF网络的回归-非线性函数回归的实现的教程-RBF Network Regression- Regression nonlinear function implemented tutorial
RBF网络的回归-非线性函数回归的实现
- 利用RBF神经网络对非线性函数进行回归分析(The nonlinear function is regressed by RBF neural network)
RBF估计干扰
- 用RBF神经网络算法对非线性干扰进行估计,提高控制精度,并将其与普通滑模控制进行比较。(The RBF neural network algorithm is used to estimate the nonlinear disturbance, and the control accuracy is improved.)
RBF神经网络
- 利用RBF和BP神经网络中的工具箱函数去做函数逼近,(Making use of RBF neural network to do function approximation)
RBF网络程序
- RBF网络程序,内含大量的RBF网络程序,源文件。(RBF network program, containing a large number of RBF network procedures, source files.)
RBF
- RBF 神经网络matlab 程序,应该对大家有所帮助(MATLAB program based on RBF neural network. It is very useful .)