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Description: 粒子群优化算法（PSO）应用于神经网络优化程序-Particle Swarm Optimization (PSO) algorithm used neural network optimization procedures
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Size: 21488 |
Author: chenqh |
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Description: 算法介绍
矩阵求逆在程序中很常见，主要应用于求Billboard矩阵。按照定义的计算方法乘法运算，严重影响了性能。在需要大量Billboard矩阵运算时，矩阵求逆的优化能极大提高性能。这里要介绍的矩阵求逆算法称为全选主元高斯-约旦法。
高斯-约旦法（全选主元）求逆的步骤如下：
首先，对于 k 从 0 到 n - 1 作如下几步：
从第 k 行、第 k 列开始的右下角子阵中选取绝对值最大的元素，并记住次元素所在的行号和列号，在通过行交换和列交换将它交换到主元素位置上。这一步称为全选主元。
m(k, k) = 1 / m(k, k)
m(k, j) = m(k, j) * m(k, k)，j = 0, 1, ..., n-1；j != k
m(i, j) = m(i, j) - m(i, k) * m(k, j)，i, j = 0, 1, ..., n-1；i, j != k
m(i, k) = -m(i, k) * m(k, k)，i = 0, 1, ..., n-1；i != k
最后，根据在全选主元过程中所记录的行、列交换的信息进行恢复，恢复的原则如下：在全选主元过程中，先交换的行（列）后进行恢复；原来的行（列）交换用列（行）交换来恢复。-algorithm introduced in the matrix inversion process is very common, which are mainly used for Billboard matrix. In accordance with the definition of the method of calculating multiplication, seriously affecting the performance. The need for a large number of Billboard matrix operations, matrix inversion optimization can significantly improve performance. Here we introduce the matrix inversion algorithm called full-elected PCA Gauss-Jordan and France. Gauss-Jordan and France (all elected PCA) inversion of the following steps : First, for k from 0 to n-1 for the following steps : from the first trip k, k started out the bottom right corner Subarray largest absolute selected elements, and element remember meeting the line and out, the adoption OK exchange and the exchange out of its exchange
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Size: 3072 |
Author: 刘亮 |
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Description: 粒子群优化算法（PSO）应用于神经网络优化程序-Particle Swarm Optimization (PSO) algorithm used neural network optimization procedures
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Size: 21504 |
Author: chenqh |
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Description: 遗传算法优化bp神经网络,神经网络为三层网络,遗传算法带有精英保留策略-genetic algorithm optimization bp neural networks, neural networks as a three-tier networks, genetic algorithms with a strategy to retain the elite
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Size: 2048 |
Author: He Hong |
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Description: 这是一个pso程序源代码，pso源于对鸟群捕食行为的研究而发明的进化计算技术，属于进化算法的一种。
优点：收敛速度快，具有全局寻优能力，而且编程简单，易于推广使用。 -This is a pso source code, pso out of the flock of predatory behavior and evolutionary computation invention of the technology is an evolutionary algorithm. Advantages : fast convergence with global optimization capability and programming simple and easy to use.
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Size: 12288 |
Author: 张清 |
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Description: 使用遗传算法（GA）优化神经网络（NN）结构的C语言源程序-The use of genetic algorithms (GA) optimization of neural networks (NN) structure of C language source code
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Size: 44032 |
Author: ann |
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Description: Global optimization of neural network weights
NN权值的全局优化-Global optimization of neural network weights NN weights of the global optimization
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Size: 549888 |
Author: 马柏杨 |
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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: 用matlab编写的遗传算法优化神经网络的经典程序-Prepared using matlab genetic algorithm optimization of the classical neural network program
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Size: 12288 |
Author: 娟 |
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Description: 神经元算法讲义！对于初学智能优化算法的人会有很大帮助！-Neural algorithm notes! Intelligent Optimization Algorithm for the beginner who will be a great help!
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Size: 29696 |
Author: xuhaitao |
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Description:
数学建模中的常用算法 - 算法分析 - 道客巴巴
数学建模中的常用算法 成都信息工程...最优化理论的三大非经典算法: 模拟退火法SA、神经网络NN、遗传算法GA 近几年的...
-Commonly used mathematical modeling algorithm- Algorithm Analysis- Road passenger Baba mathematical modeling algorithms used in the Chengdu University of Information ... optimization theory of the three non-classical algorithms: simulated annealing SA, neural network NN, GA GA near years ...
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Size: 5120 |
Author: chen |
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Description:
数学建模中的常用算法 - 算法分析 - 道客巴巴
数学建模中的常用算法 成都信息工程...最优化理论的三大非经典算法: 模拟退火法SA、神经网络NN、遗传算法GA 近几年的...
-Commonly used mathematical modeling algorithm- Algorithm Analysis- Road passenger Baba mathematical modeling algorithms used in the Chengdu University of Information ... optimization theory of the three non-classical algorithms: simulated annealing SA, neural network NN, GA GA near years ...
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Size: 11264 |
Author: chen |
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Description:
数学建模中的常用算法 - 算法分析 - 道客巴巴
数学建模中的常用算法 成都信息工程...最优化理论的三大非经典算法: 模拟退火法SA、神经网络NN、遗传算法GA 近几年的...
-Commonly used mathematical modeling algorithm- Algorithm Analysis- Road passenger Baba mathematical modeling algorithms used in the Chengdu University of Information ... optimization theory of the three non-classical algorithms: simulated annealing SA, neural network NN, GA GA near years ...
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Size: 2048 |
Author: chen |
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Description: RBF optimization with genetic algorithm(article3)
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Size: 710656 |
Author: hos |
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Description: 智能算法30案例 包括遗传算法、神经网络、粒子群、模拟退火等-Intelligent algorithm of 30 cases including genetic algorithms, neural network, particle swarm optimization, simulated annealing
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Size: 7418880 |
Author: cs |
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Description: matlab神经网络算法优化实现，可自己调节各项参数-matlab neural network algorithm optimization to achieve, you can adjust the parameters of their own
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Size: 1024 |
Author: 和知 |
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Description: 运用小波分析，BP神经网络在电网负荷预测中的智能优化算法-Wavelet analysis, BP neural network load forecasting smart grid optimization algorithms
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Size: 46080 |
Author: 阿龙 |
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Description: Introducing the rank-weight method into the
basic ant colony optimization (ACO), we use the modified
ACO to optimize the weights and thresholds value of neural
networks (NN). And when the BPNN is being trained, this
method can solve the disadvantages of running into the
minimum easily, and enhance the convergence speed. So we get
a heuristic method, which is good at time efficiency and
derivation efficiency that is ACOrw-BP. Then this method was
used to identify the speed of the motor in direct toque control
(DTC).The results of the simulation showed that: the modified
ACOrw-BP neural network not only has the ability of mapping
widely, but also enhancing the operation efficiency obviously.
The speed of the motor can be identified accurately by this
method, and the result is good. So, it implements the direct
toque control of speed sensorless.
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Size: 108544 |
Author: samir |
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Description: 神经网络算法实现MATLAB仿真实例BP神经网络算法(neural networkAim To study some applications of a neural networks in combinatorial optimization)
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Size: 2048 |
Author: wind111
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Description: 该版本使用R语言实现了灰狼优化算法(GWO),并利用该算法优化神经网络的权重。(This version uses the R language to implement the gray wolf optimization algorithm (GWO), and uses the algorithm to optimize the weight of the neural network.)
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Size: 2048 |
Author: dd171290
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