Description: 将遗传算法(GA)与传统SVM算法结合,构造出一种参数最优的进化SVM(GA2SVM),SVM 模型采用径向基函数(RBF)作为核函数，利用格雷码编码方式对SVM算法的模型参数进行遗传编码和优化搜索，将搜索到的优化结果作为SVM 的最终模型参数。-Genetic algorithm (GA) combined with the traditional SVM algorithm, a kind of tectonic evolution of the optimal parameters of SVM (GA2SVM), SVM model using Radial Basis Function (RBF) as kernel function, the use of Gray code encoding algorithm of the SVM model parameters of genetic coding and optimization of search, will search for the optimal results as the final SVM model parameters. Platform: |
Size: 179200 |
Author:zhaoxiufen |
Hits:
Description: 基于遗传算法对rbf神经网络的径向基宽度进行优化的matlab程序-Based on genetic algorithm rbf radial basis neural network to optimize the width of the matlab program Platform: |
Size: 4096 |
Author:王建 |
Hits:
Description: 神经网络概述及基本模型，然后详述了各种模型，包括感知器神经模型、自组织竞争神经网络、径向基函数神经网络、反馈神经网络、支持向量机神经网络、遗传算法等内容。-Overview and basic neural network model, and then details the various models, including perceptron neural model, self-organizing competitive neural network, radial basis function neural network, the feedback neural networks, support vector machine neural networks, genetic algorithms and so on. Platform: |
Size: 10161152 |
Author:王龙 |
Hits:
Description: 遗传算法优化径向基神经网络，供各位初学者是有时候学习参考-The genetic algorithm optimized radial basis function neural network for the beginner is sometimes a reference... Platform: |
Size: 1024 |
Author:马春林 |
Hits:
Description: 将遗传算法(GA)与传统SVM算法结合，构造出一种参数最优的进化SVM(GA2SVM)，SVM 模型使用径向基函数(RBF))作为核函数，运用格雷码编码方式对SVM算法的模型参数进行遗传编码与优化搜索，，将搜索到的优化结果作为SVM 的最终模型参数。
-Genetic algorithm (GA) combined with the traditional SVM algorithm to construct a parameter of the evolution of the optimal SVM (GA2SVM), SVM model using the radial basis function (RBF)) as the kernel function, the use of Gray code encoding the SVM algorithm The genetic coding of model parameters and optimize search, search optimization results as the final SVM model parameters. Platform: |
Size: 179200 |
Author:ru |
Hits:
Description: RBF（径向基神经网络）网络是一种重要的神经网络，RBF网络的训练分为两步，第一步是通过聚类算法得到初始的权值，第二步是根据训练数据训练网络的权值。RBF权值的初始聚类方法较为复杂，比较简单的有K均值聚类，复杂的有遗传聚类，蚁群聚类等，这个RBF网络的程序是基于K均值聚类的RBF代码。(RBF (radial basis function network) is an important neural network. The training of RBF network is divided into two steps. The first step is to get the initial weight by clustering algorithm, and the second step is to train the weight of the network according to training data. The initial clustering method of RBF weights is relatively complex. There are relatively simple K mean clustering, complex genetic clustering, ant colony clustering, etc. this RBF network is based on K means clustering RBF code.) Platform: |
Size: 6144 |
Author:老外
|
Hits:
Description: 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 accuracy.) Platform: |
Size: 3072 |
Author:phenixfk |
Hits:
Search - genetic radial basis