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Description: 里面有原始数据,是用PSO优化的RBF,只要把数据更改一下就可以运用到自己身上。
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Size: 7122 |
Author: haoyouduolai |
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Description: 利用GA算法来优化RBF网络中的各种权值
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Size: 5336 |
Author: wyq17008 |
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Description: 使用matlab编写的蚁群算法程序,供大家参考使用。-Matlab using ant colony algorithm to prepare procedures for U.S. use and reference.
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Size: 1024 |
Author: 张杰 |
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Description: 改进的pso算法:引入变异算子,保持了种群的多样性,并提高了算法的全局搜索能力。-Improved PSO algorithm: the introduction of mutation operator to maintain the diversity of the population and improve the algorithm
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Size: 4096 |
Author: Jacky Gao |
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Description: pso program
附录1、标准微粒群算法源程序
附录2、随机微粒群算法程序-pso program in Appendix 1, the standard PSO algorithm source code in Appendix 2, a random particle swarm optimization process
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Size: 2024448 |
Author: peter |
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Description: 改进的pso算法(3个m文件和一个说明文件):
本算法实现Clerc and Kennedy 2002年对pso算法的重要改进-Improved PSO algorithm (3 m documents and a note): This algorithm Clerc and Kennedy 2002 years, the importance of improved PSO algorithm
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Size: 9216 |
Author: zj |
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Description: Matlab粒子群算法优化RBF网络
采用了粒子群算法对RBF神经网络中的参数进行了优化,在测试程序中验证了经过粒子群算法优化的RBF神经网络的函数逼近能力比未经过优化的逼近能力强-Matlab PSO RBF network optimization using particle swarm optimization on RBF neural network parameters are optimized, in the test procedures and verified through particle swarm optimization algorithm for RBF neural network function approximation ability than optimal approach has not been strong
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Size: 5120 |
Author: 陳子力 |
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Description: 三个改进的径向基网络的matlab源程序-RBF
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Size: 6144 |
Author: 马地彪 |
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Description: RBF神经网络,PSO优化和GA优化对比的径向基神经网络-PSO&GA
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Size: 4096 |
Author: 张宁 |
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Description: PSO的RBFNN优化程序
算法步骤
1.样本数据归一化处理,即将输入输出归一化到[-1,1]区间;
2.确定RBF网络的中心和宽度;
3.以拟合误差的均方根作为性能指标,使用PSO算法优化RBF网络输出层到隐层的连接权值矩阵-PSO-RBFNN algorithm optimization procedures Step 1. Sample data normalization treatment, about input and output normalized to [-1,1] interval 2. To determine the center and width of the RBF network 3. To the fitting error of the mean square roots as a performance index, using the PSO algorithm to optimize RBF network output layer to hidden layer connection weight matrices
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Size: 4096 |
Author: aKON |
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Description: PSO 算法与RBF神经网络算法的结合,有一定借鉴价值-PSO algorithm and the combination of RBF neural network algorithm, there is a certain reference value to
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Size: 208896 |
Author: huang |
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Description: 基于PSO算法的故障诊断分析-简单算例
script file:gzzd1_PSO.m
找出最能解释警报信号的故障假说
目标函数E(s),4维函数-PSO algorithm based fault diagnosis- A simple example script file: gzzd1_PSO.m find the best hypothesis to explain the failure warning signal objective function E (s), 4-dimensional function
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Size: 2048 |
Author: 李智 |
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Description: 用粒子群算法优化RBF网络权值,根据适应度值对个体最优和群体最优进行更新-Particle Swarm Optimization with RBF network weights, according to the best fitness value of individuals and groups to update the best
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Size: 1024 |
Author: 天涯 |
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Description: GA to RBF 神经网络,遗传算法,滤波器,MATLAB-GA to RBF neural networks, genetic algorithms, filters, MATLAB
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Size: 3072 |
Author: shdfk |
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Description: 用粒子群算法优化rbf神经网络算法的源程序-Using the particle swarm optimization algorithm to optimize the neural network algorithm
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Size: 3072 |
Author: zhao |
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Description: 总结常见的RBF网络算法,包括多个例子,亲测可运行。有kmeans-rbf, pso-rbf等方法的实现。-RBF algorithms including several example codes, the kmeans-rbf, pso-rbf etc. I test them all.
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Size: 33792 |
Author: forgoth |
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Description: 粒子群优化算法智能优化RBF神经网络~~~~~~~~~~~~~(Intelligent optimization, BP neural network)
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Size: 3072 |
Author: potter1314
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Description: 通过pso优化rbf神经网络来提高信号的预测效果,以达到比单独使用rbf神经网络更好的预测效果(Optimize rbf neural network through pso to improve signal prediction performance to achieve better prediction effect than using rbf neural network alone)
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Size: 1024 |
Author: 伟伟倾城 |
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Description: pso rbf k-means simulik with matlab(programme d'un pso en hybride avec un rbf)
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Size: 5120 |
Author: hichemhamdi |
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Description: 粒子群算法优化支持向量机的惩罚参数c和rbf的参数gamma。(Particle swarm optimization (PSO) optimizes the penalty parameters c and RBF of SVM gamma.)
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Size: 14336 |
Author: 哈哈哈哈325879 |
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