Description: 王小平《遗传算法——理论、应用与软件实现》随书光盘，内容有：
\\GA 本书中所附源程序C或C++代码文件及其可执行文件
Scs.cpp 基本分类算法源程序，输入数据文件cfile.txt,efile.txt,gfile.txt,pfile.txt,rfile.txt,tfile.txt
Sga.c 基本遗传算法源程序, 输入数据文件input，输出文件output
A_life.c 基于遗传算法的人工生命模拟源程序, 输入数据文件world
GA_nn.c 基于遗传算法优化神经网络结构源程序,输入数据文件sample
Patmat.c 基于遗传算法提取基元图形源程序
\\Sources 遗传算法相关自由软件及代码
-Wang Xiaoping "genetic algorithm -- Theory, Application and Software" CD with the book, the contents are : \\ GA book accompanying C or C source code files and executable files Scs.cpp basic classification algorithm-source Order, the importation of data files cfile.txt, efile.txt, gfile.txt. pfile.txt, rfile.txt. tfile.txt Sga.c basic genetic algorithm source files, input data files input, output file output A_life.c based on genetic algorithm simulation source Artificial Life, import data files GA_nn.c world based on genetic algorithm optimization neural network structure source, import data files Patmat.c sample extraction based on genetic algorithm-based graphics yuan source \\ Sour ces genetic algorithms and the associated free software code Platform: |
Size: 4516410 |
Author:zhuli |
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Description: 城市交通流的运行存在着高度的复杂性、时变性和随机性,实时准确的交通流预测是智能交通系统,特别是先进的交通管理系统与先进的出行者信息系统研究的关键. 基于交通流预测的特点,给出了基于遗传算法的小波神经
网络的交通预测模型GA-WNN ,用具有自然进化规律的遗传算法来对小波神经网络的连接权值和伸缩平移尺度进行前期优化训练,部分代替了小波框架神经网络中按单一梯度方向进行参数优化的梯度下降法,克服了单一梯度下降法易陷入局部极小和引起振荡效应等缺陷. 仿真实验验证了GA-WNN 预测模型对短时交通流的预测的有效性.-For the high complexity ,time-variation and probability of urban traffic flow , its real-time and exact
prediction is critical to the research of intelligent traffic systems , especially for the advanced traffic manage-ment system and advanced traveler information system. Based on the character of the traffic flow prediction , a
GA-WNN model is given based on the wavelet neural network with genetic algorithm. The genetic algorithm of
natural evolving law for the gradient descendent algorithm in Wavelet Neural Network is partly substituted to
pre-optimize the connection weight and the extension scale of the wavelet neural network and later optimize the
parameters along a single gradient vector. This method overcomes some drawbacks when there exists a single
gradient descendent algorithm , such as local minimum and oscillation. A short-time traffic flow prediction sim-
ulation using the GA2WNN prediction model demonstrates the validity of the model . Platform: |
Size: 615424 |
Author:mengfei |
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Description: 遗传算法的基本程序，主要的步骤，举例说明怎么应用遗传算法优化BP神经网络-GA basic procedures, main steps, illustrate how the application of genetic algorithm to optimize BP neural network Platform: |
Size: 54272 |
Author:sunyanchao |
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Description: 分别使用PSO和GA优化BP神经网络的参数，用于非线性函数拟合(PSO and GA are used to optimize the parameters of the BP neural network for nonlinear function fitting) Platform: |
Size: 55296 |
Author:心愿2030
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Description: 利用GA遗传算法优化BP神经网络，有理论介绍，有实例(BP neural network optimization using GA genetic algorithm, a theoretical introduction, there are examples) Platform: |
Size: 277504 |
Author:旋转小陀螺
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Description: 使用MATLAB编写的GA-BP神经网络，可进行多组数据处理
% gap.xls中存储训练样本的原始输入数据 37组
% gat.xls中存储训练样本的原始输出数据 37组
% p_test.xls中存储测试样本的原始输入数据 12组
% t_test.xls中存储测试样本的原始输出数据 12组(MATLAB implementation of the GA-BP neural network,% gap.xls stored in the training sample of the original input data 37 groups
% Gat.xls stores the original output data for the training samples
% P_test.xls stores the original input data for the test sample
% T_test.xls stores the original output data of the test sample in 12 groups) Platform: |
Size: 1024 |
Author:洛克刘
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Description: 改进的遗传算法优化的BP神经网络，用于电厂数据的异常检测和故障诊断，已验证有效性。(The improved genetic algorithm optimized BP neural network has been validated for power plant data anomaly detection and fault diagnosis.) Platform: |
Size: 23231488 |
Author:十年12345
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Description: 利用遗传算法对BP神经网络进行优化，算法效果较好，可移植性强。(The genetic algorithm is used to optimize the BP neural network, and the algorithm is effective and transplantable.) Platform: |
Size: 33792 |
Author:花沫樱尘
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Description: 由BP神经网络的初始种群，然后基于MATLAB工具箱实现遗传算法优化方案，(The initial population of BP neural network is implemented, and then the genetic algorithm optimization scheme is implemented based on the MATLAB toolbox.) Platform: |
Size: 1024 |
Author:violetny |
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Description: 一个遗传算法优化神经网络的分类器，可用于模式识别。(A genetic algorithm optimizes the classifier of neural network, which can be used for pattern recognition.) Platform: |
Size: 581632 |
Author:一狼大哥哥 |
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Description: 通过遗传算法优化BP神经网络，提高其收敛速度和预测准确度。(BP neural network is optimized by genetic algorithm to improve its convergence speed and prediction accuracy.) Platform: |
Size: 5120 |
Author:SDXV%255F89937 |
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Description: 文中包含利用遗传算法进行优化的梯度下降神经网络的代码和教程，内容非常丰富，包含可以直接运行的代码和相关重要参考文献论文，可帮助理解，属于很综合的优秀资料，个人现分享出来供大家学习，谢谢！(This article contains the code and tutorial of gradient descent neural network optimized by genetic algorithm. The content is very rich, including the code that can be run directly and related important reference papers, which can help to understand. It is a very comprehensive and excellent material. Now I share it for you to learn. Thank you!) Platform: |
Size: 6288384 |
Author:一叶知东 |
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