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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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学习排序问题的一种方法是将问题转化为分类问题。
Learning to Rank的一个方法,把排序问题转换成了一个分类问题,然后用支持向量机(SVM)训练出一个模型来。-Learning to Rank of a way to sort problem is transformed into a classification problem, and then use support vector machine (SVM) to train a model.
- 2022-12-17 05:40:03下载
- 积分:1
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前馈神经网络算法
前馈神经网络算法-feed forward neural network algorithm
- 2022-01-24 17:42:01下载
- 积分:1
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The simplest genetic algorithm source code, provided to facilitate the exchange.
最简单的遗传算法的源程序,提供大家交流。-The simplest genetic algorithm source code, provided to facilitate the exchange.
- 2022-02-07 07:27:31下载
- 积分:1
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神经网络的开发包,采用c++编写的,使网络资源,大家共享
神经网络的开发包,采用c++编写的,使网络资源,大家共享-neural network development kits, prepared by the use of c, network resources and share
- 2022-02-05 17:48:40下载
- 积分:1
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FNN利用MATLAB编程安装nefcon遵循这些步骤:1。打开…
模糊神经网络采用matlab编程 o install NEFCON follow these steps: 1. Unpack the tar file NEFCON.TAR into your MATLAB working directory: tar xf NEFCON.TAR 2. Start MATLAB 3. Change to the installation directory. 4. Change to the NEFCON directory. 5. Start the STARTUP M-file to initialize NEFCON.-FNN using Matlab programming o install NEFCON follow these steps : 1. Unpack the tar file NEFCON.TAR MATLAB into your working directory : tar xf NEFCON.TAR 2. Start MATLAB 3. Change to the installation directory. 4. Change to the NEFCON directory. 5. Start the STARTUP M-file to initialize NEFCON.
- 2023-07-13 05:35:03下载
- 积分:1
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这个程序是一个模糊逻辑控制器,用来控制一个简单的水箱模型,比较简单,是我自己设计的,或许能够给大家一些帮助。...
这个程序是一个模糊逻辑控制器,用来控制一个简单的水箱模型,比较简单,是我自己设计的,或许能够给大家一些帮助。-This process is a fuzzy logic controller, used to control a simple tank model, relatively simple, is my own design, may be able to give you some help.
- 2022-04-23 12:11:48下载
- 积分:1
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多段图的分析算法,找到最优路径,用VC编的
多段图的分析算法,找到最优路径,用VC编的-more of the map analysis algorithms to find the optimal path, the series with VC
- 2022-02-11 17:45:49下载
- 积分:1
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用A*算法解决八数码问题的小程序,特别好的程序代码
用A*算法解决八数码问题的小程序,特别好的程序代码-With A* algorithm to solve the problem of a small digital 8 procedures, in particular, a good code
- 2022-07-25 19:48:05下载
- 积分:1
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MILK 提供了一个实现和比较multi
MILK 提供了一个实现和比较multi-instance学习算法的环境,基于weka机器学习系统(本站可以下载)-MILK provides a comparison and achieve multi-instance learning algorithm, based on machine learning system weka (site can be downloaded)
- 2022-01-30 10:15:52下载
- 积分:1