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Description: 这是用matlab编写的用遗传算法优化神经网络的程序-using Matlab is prepared by using genetic algorithm optimization procedures for neural networks
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Size: 35941 |
Author: lyx |
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Description: 《遗传算法--理论、应用与软件实现》配套源程序
遗传算法——理论、应用与软件实现》，王小平、曹立明编着 西安交通大学出版社 2002年第一版本书全面系统地介绍了遗传算法的基本理论，重点介绍了遗传算法的经典应用和国内外的新发展。全书共分11章。第1章概述了遗传算法的产生与发展、基本思想、基本操作以及应用情况；第2章介绍了基本遗传算法；第3章论述了遗传算法的数学基础；第4章分析了遗传算法的多种改进方法；第5章初步介绍了进货计算理论体系；第6章介绍了遗传算法应用于数值优化问题；第7章介绍了遗传算法应用于组合优化问题；第8章介绍了遗传算法应用于机器学习；第9章讨论了遗传算法在智能控制中的应用；第10章讨论了遗传算法与人工生命研究的相关问题；第11章介绍了遗传算法在图像处理、模式识别中的应用。-"genetic algorithm -- the theory, application and software" complementary source of genetic algorithms -- theory, Application and software, "Wang Xiaoping, Li-Ming Cao compile Xi'an Jiaotong University Press in 2002 the first book version of the comprehensive and systematic introduction of the genetic algorithm's basic On focuses on the classical genetic algorithm use and the new development. The book is divided into 11 chapters. Chapter 1 provides an overview of the genetic algorithm for the selection and development of basic ideas, basic operation and the application; Chapter 2 introduces the basic genetic algorithms; Chapter 3 of the genetic basis of a mathematical algorithm; Chapter 4 Analysis of the genetic algorithm approach to improve the variety; Chapter 5 on
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Size: 693772 |
Author: zhoulu |
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Description: 介绍有关GA遗传算法结合BP神经网络的经典文章及应用-introduced the GA GA BP neural network and application classic article
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Size: 145540 |
Author: raul |
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Description: 用GA先求BP网络的权重，再用纯BP直接训练BP的混合GA－BP算法
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Size: 1673 |
Author: QAP |
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Description: 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
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Size: 1296494 |
Author: njustyw |
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Description: 遗传算法和神经网络混合编程，可用于优化计算，仅供参考
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Size: 4020 |
Author: 蒋立勇 |
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Description: 该程序利用遗传算法，优化神经网络结构，是MATLAB源代码。(The neural network structure is optimized by genetic algorithm)
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Size: 4096 |
Author: 你好，SCI
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Description: 遗传算法优化BP权值，这是关于基本GA算法和改进GA算法的程序，包括循序选择GA，大变异GA，自适应GA等(Genetic algorithm optimization BP weights, which is about the basic GA algorithm and improved GA algorithm procedures, including sequential selection of GA, big variation GA, adaptive GA and so on)
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Size: 34816 |
Author: 李胖子
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Description: 用遗传算法去优化BP神经网络，使控制更加精准(Genetic algorithm is used to optimize BP neural network)
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Size: 4096 |
Author: 心空岁月
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Description: 算法基本要素：
1.染色体编码方法
2.适应度函数
3.遗传操作—-（选择、交叉、变异）
4.运行参数—（参数：群体大小M、遗传代数G、交叉概率Pc和变异概率Pm）(Basic elements of algorithm:
1. chromosome coding method
2. fitness function
3. - the genetic operation (selection, crossover and mutation)
4. operating parameters - (parameter: group size M, genetic algebra G, cross probability Pc and variation probability Pm))
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Size: 6144 |
Author: Guoshanchuan
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Description: 遗传算法优化BP神经网络-非线性函数拟合(BP neural network optimized by genetic algorithm for nonlinear function fitting)
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Size: 52224 |
Author: abcdxyz001
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Description: 遗传算法优化神经网络，可以增加精度，避免陷入局部极小值(BP neural network optimized by genetic algorithm)
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Size: 2048 |
Author: vfg
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Description: 第一步：运行BP_CCPP.m
得到并保存传统BP预测，初始权值和阈值w1_BP(w1 B1 w2 B2)，BP网络(BP_net)，和结果。
第二部：运行GABP_CCPP.m
得到并保存GABP预测，初始权值和阈值(x)，优化后的权值和阈值w1_GABP(w1 B1 w2 B2)，BP网络(GA_BP_net)，和结果。
第三部：运行sum_BP.m
用第一步和第二部得到的网络分别预测，得到结果对比和图形。
第四部：运行WB.m
得到部分权值和阈值图。(First step: run BP_CCPP.m Get and save traditional BP prediction, initial weight and threshold value w1_BP (W1 B1 W2 B2), BP network (BP_net), and results. The second part: running GABP_CCPP.m Get and save GABP prediction, initial weight and threshold (x), optimized weight and threshold value and threshold w1_GABP (W1 B1 W2 B2), BP network (GA_BP_net), and results. The third part: running sum_BP.m The first and second networks are used to predict the results, and the results are compared and the figures are obtained. The fourth part: running WB.m Get some weight and threshold graph.)
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Size: 8531968 |
Author: yangyanghi0 |
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Description: 利用Maltab脚本M语言，使用GA遗传算法优化BP神经网络阈值，文件包括：ga_bp和gaot工具箱，首先在maltab中利用setpath设置加载gaot工具箱，然后在ga_bp文件夹下运行！(Using Maltab script M language, we use GA genetic algorithm to optimize BP neural network threshold. The files include ga_bp and GAOT toolbox. First, we use setpath to install GAOT toolbox in maltab, then run under ga_bp folder.)
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Size: 107520 |
Author: 兰德尔 |
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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.)
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Size: 1024 |
Author: violetny |
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Description: 去掉神经元类，把功能合并入NetLayer类中，使用矩阵计算加快速度
调整代码实现批量训练方法。
优化程序中numpy库运算顺序，避免产生中间变量(Remove neuron classes, merge functions into NetLayer classes, and use matrix to calculate speed.)
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Size: 12288 |
Author: 朱朱521 |
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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!)
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Size: 6288384 |
Author: 一叶知东 |
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Description: GA算法优化BP神经网络的初始权值和阈值，提高神经网络的鲁棒性(GA algorithm optimizes the initial weights and thresholds of BP neural network to improve the robustness of neural network)
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Size: 53248 |
Author: 修道人 |
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Description: 遗传算法与粒子群算法优化BP，有较好的分类效果(BP optimization based on Genetic Algorithm and particle swarm optimization)
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Size: 13312 |
Author: galome |
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Description: 主要是通过GA和PSO的全局搜索能力，用于改进BP网络的权值阈值(It is mainly used to improve the weight threshold of BP network)
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Size: 58368 |
Author: 凿石头 |
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