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In this paper, we designed a 3
文中设计了一个3层径向基神经网络(RBFN)用于对企业的5项评价指标进行聚类分析,并与蚁群算法做了比较分析。RBFN由输入层
到隐含层采用传统的K一均值算法,隐含层到输出层通过“模2递减”学习速率的BP学习;蚁群算法根据信息素的分配能够自动调整收索
路径,从而达到数据自动聚类的目的。结果表明,与蚁群算法相比,改进RBFN具有快速收敛、自动识别奇异样本的优点,而蚁群算法
无须教师学习,并能够达到全局最优。-In this paper, we designed a 3-layer RBF neural network (RBFN) for the 5-to-business evaluation indicators cluster analysis and ant colony algorithm has done a comparative analysis. RBFN from input layer to hidden layer using the traditional K-means algorithm, hidden layer to output layer through the Mode 2 decreasing learning rate of BP learning ant colony algorithm based on pheromone can automatically adjust the allocation of land Faso path, thereby to achieve the purpose of automatic data clustering. The results showed that compared with the ant colony algorithm to improve the RBFN has a fast convergence, automatic identification of singular advantage of the sample, while the ant colony algorithm do not need teachers to learn and be able to reach the global optimum.
- 2022-11-25 09:35:03下载
- 积分:1
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最小平方法,利用分形维数。尝试怎样样。我觉得语apolog…
用最小二乘法计算分形图案的维数。试试看怎么样。请多包涵!!
-least squares method used fractal pattern dimension. Try how kind. I feel apologetic for this! !
- 2022-09-22 20:05:04下载
- 积分:1
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GA Utility 5 (pascal)
遗传算法实用程序5(pascal)-GA Utility 5 (pascal)
- 2022-11-24 05:00:03下载
- 积分:1
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神经网络C程序的第3章
神经网络C程序的第3章-neural network C procedures for the Chapter 3
- 2022-08-09 15:54:38下载
- 积分:1
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GENNET is a genetic algorithm to optimize the weights by the 16 neurons fully co...
GENNET是一个通过遗传算法优化权重的16个神经元的全连接神经网络。训练目的是使网络在一定假设的激励下,随时间产生同目标函数同样的响应,即:可以把此网络制作为一个任意波形的信号发生器。
程序分3个示例说明遗传算法进化过程中网络输出的变化趋势。可以看出网络输出(蓝色曲线)随着时间变化逐渐逼近目标函数(红色曲线)。此程序不仅可以学习遗传算法,也可以用于研究全连接网络的直观示例。-GENNET is a genetic algorithm to optimize the weights by the 16 neurons fully connected neural networks. Training purposes is to enable network inspired by certain assumptions, over time, produce the same response with the objective function, namely: the network can be produced as an arbitrary waveform signal generator. Procedure, three examples illustrate the evolution of genetic algorithms in the network output trends. We can see that the network output (blue curve) changes over time, gradually approaching the objective function (red curve). This program can not only learn from the genetic algorithm can also be used to study visual example of a fully connected network.
- 2023-03-23 04:25:04下载
- 积分:1
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关于求最值的delphi遗传算法源码,绝对可以用,调试通过,界面美观,由王小平书上的c代码改编所成,创建了一个ga类,向构造函数输入合适的参数就可以运算!...
关于求最值的delphi遗传算法源码,绝对可以用,调试通过,界面美观,由王小平书上的c代码改编所成,创建了一个ga类,向构造函数输入合适的参数就可以运算!-seek the most value on the delphi genetic algorithm source code can definitely use, debug, beautiful interface, Wang Xiaoping book adaptation of the c code by 10%, creating a ga category Constructors input to the appropriate Operational parameters can!
- 2022-02-14 09:53:05下载
- 积分:1
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不确定规划 遗传算法 Multilevel Programming算法程序
不确定规划 遗传算法 Multilevel Programming算法程序- Indefinite plan heredity algorithm Multilevel Programming
algorithm procedure
- 2022-03-22 21:01:50下载
- 积分:1
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用C++语言开发的神经网络,很好用的。
使用C语言实现神经网络算法,针对BP神经网络的特点进行设计和开发,具有比较好的性能-use c language to develop neural network,good to use.
- 2022-07-11 03:48:03下载
- 积分:1
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基本遗传算法 里面的函数可自行更换 适合初学者 容易理解
基本遗传算法 里面的函数可自行更换 适合初学者 容易理解-A function of the basic genetic algorithm which can be suitable for beginners is easy to understand on their own replacement
- 2022-05-16 12:30:34下载
- 积分:1
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神经网络相关算法,使用java语言进行描述的
神经网络相关算法,使用java语言进行描述的-Neural network-related algorithms, using the java language to describe the
- 2023-06-25 10:05:04下载
- 积分:1