Description: 本文深入研究了 BP 神经网络与遗传算法理论，BP 神经网络在应用过程中面临
着网络训练时间长、容易陷入局部极小值、隐层节点数不易确定等缺点，为了有效
地克服 BP 网的困难，将遗传算法与 BP 网络有机地融合，使它们之间的相互补充增
强彼此的能力，从而获得更有力的解决实际问题的能力。
-this in-depth study of artificial neural networks and genetic algorithms theory, BP neural network applications in the process of facing network training a long time and easily into the local minimum value, hidden nodes is difficult to determine such shortcomings, in order to effectively overcome the difficulties BP network, Genetic Algorithm and BP organic integration of the network, so that they complement each other between enhance mutual capability, thus more effective to solve practical problems. Platform: |
Size: 558216 |
Author:罗旺 |
Hits:
Description: 用Ｃ语言实现的神经网络，采用遗传算法对网络进行训练，有很快的收敛速度！-C language of neural networks, genetic algorithm was used to train the network, the speed of convergence very soon! Platform: |
Size: 2814 |
Author:王艳秋 |
Hits:
Description: 转载得有关利用遗传算法优化bp神经网络得源程序中得有关解码函数编写-reproduced in the use of genetic algorithm optimization bp neural network in the source decoder functions in the preparation Platform: |
Size: 108544 |
Author:raul |
Hits:
Description: 该算法是综合遗传算法和神经网络算法的综合性算法，用来对一些参数进行优化，可收到很好的效果。-the algorithm is integrated genetic algorithms and neural network algorithm integrated algorithm, used to optimize the parameters can be received very good results. Platform: |
Size: 468992 |
Author:周燕 |
Hits:
Description: 用Ｃ语言实现的神经网络，采用遗传算法对网络进行训练，有很快的收敛速度！-C language of neural networks, genetic algorithm was used to train the network, the speed of convergence very soon! Platform: |
Size: 2048 |
Author:王艳秋 |
Hits:
Description: 本文基于遗传算法思想，采用浮点数矩阵表示编码，在遗传算法的进化过程中加入一定的约束条件等方法，探讨了网络结构的设计和学习。经实例分析，在用于建立大坝安全监控预报模型的前馈神经网络设计中，该方法在满足一定约束条件下，能同时有效地寻找合适的网络结构和相应的参数(神经网络的权值和阈值)，且在精度和速度上都有较大的提高，为实现实时在线分析评价大坝的安全性态提供了有力的技术支持。-Based on the genetic algorithm, using a float matrix coding, Genetic algorithms in the evolutionary process to be bound by certain conditions, to explore the structure of the network design and learning. By analyzing the examples used in the establishment of dam safety monitoring forecasting model of neural network design, The constraint in meeting certain conditions, can effectively find suitable network structure and the corresponding parameters (the neural network weights and thresholds), and the accuracy and speed have improved greatly. To achieve real-time online analysis and evaluation of the safety of the dam states provide strong technical support. Platform: |
Size: 30720 |
Author:汪顺和 |
Hits:
Description: 上传一些遗传算法改进神经网络的caj资料，希望对大家有用！-From a number of genetic algorithm to improve the neural network CAJ information, in the hope that useful to everybody! Platform: |
Size: 1070080 |
Author:chen |
Hits:
Description: 一个很好的将遗传算法和神经网络结合的matlab程序-Will be a good genetic algorithm and neural network matlab combination of procedures Platform: |
Size: 4096 |
Author:qiushili |
Hits:
Description: 基于遗传算法优化神经网络结构源程序。很详细的。-Based on genetic algorithm to optimize the structure of neural network source. Very detailed. Platform: |
Size: 3072 |
Author:汪蔚 |
Hits:
Description: 由于BP网络的权值优化是一个无约束优化问题，而且权值要采用实数编码，所以直接利用Matlab遗传算法工具箱。以下贴出的代码是为一个19输入变量，1个输出变量情况下的非线性回归而设计的，如果要应用于其它情况，只需改动编解码函数即可。程序需要调用gaot工具箱.-As a result of BP network weights optimization is a constrained optimization problems, and weights to be used real-coded, so the direct use of Matlab genetic algorithm toolbox. Posted the following code is for a 19 input variables, an output variable in case of non-linear regression designed, if applied to other situations, simply change your codec function. Procedures need to call gaot toolbox. Platform: |
Size: 4096 |
Author: |
Hits:
Description: 利用遗传算法来训练BP神经网络的权值和阈值-The use of genetic algorithm to train the BP neural network weights and thresholds Platform: |
Size: 1024 |
Author:shui |
Hits:
Description: 遗传算法与神经网络联合例程，可以接受修改使用-Genetic algorithm and neural network joint routines, can be modified to accept the use of Platform: |
Size: 4096 |
Author:xiashuangzhi |
Hits:
Description: 这是一个用于辅助的神经网络遗传算法工具包，有兴趣的可以下载下来看看(This is an auxiliary neural network genetic algorithm toolkit. If you are interested, you can download it.) Platform: |
Size: 1024 |
Author:chentrer |
Hits:
Description: 遗传算法对BP神经网络权阈值进行优化，运行可用(Genetic algorithm is used to optimize the weight threshold of BP neural network.) Platform: |
Size: 1024 |
Author:luxiang |
Hits:
Description: 神经网络+遗传算法的框架，unity 2017.3.0，经过每一代基因的遗传，下一代小车走的路程更长，知道小车走出曲折的通道(The neural network + genetic algorithm framework, unity 2017.3.0, passes through each generation of genes, the next generation of cars walk longer, knowing that the car goes out of the tortuous passage.) Platform: |
Size: 1761280 |
Author:feng23 |
Hits:
Search - neural network genetic algorithm