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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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On the splitting method for VQ codebook generation by using Matlab
On the splitting method for VQ codebook generation by using Matlab
- 2022-01-21 17:55:17下载
- 积分:1
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neural network tsp of the simulated annealing algorithm to achieve the Matlab
神经网络中的tsp的模拟退火算法的matlab实现-neural network tsp of the simulated annealing algorithm to achieve the Matlab
- 2023-02-19 08:25:02下载
- 积分:1
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可拓学的专家系统,基于B/S结构,动态,网络专家系统.
可拓学的专家系统,基于B/S结构,动态,网络专家系统.-Extenics expert system, based on B/S structure, dynamics, network expert system.
- 2022-02-05 09:20:15下载
- 积分:1
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人工智能课件,好不容易从老师那里考的,觉得老师讲的还蛮不错的...
人工智能课件,好不容易从老师那里考的,觉得老师讲的还蛮不错的-AI courseware, finally, where the exam from the teacher felt that the teacher talked about quite a good
- 2022-04-11 01:12:15下载
- 积分:1
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高手学习人工智能心得体会。想学习人工智能的可以来
高手学习人工智能心得体会。想学习人工智能的可以来-master learning artificial intelligence experiences. Want to study artificial intelligence can s
- 2022-08-06 20:27:15下载
- 积分:1
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模式识别中的寻路算法:A星算法的实现及简单应用
模式识别中的寻路算法:A星算法的实现及简单应用-Pattern Recognition routing algorithm: A Star algorithm and a simple application
- 2022-05-16 02:01:33下载
- 积分:1
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这个计算机程序的目的是允许用户构建,训练…
The purpose of this computer program is to allow the user to construct, train and test differenttypes of artificial neural networks. By implementing the concepts of templates, inheritance andderived classes from C++ object oriented programming, the necessity for declaring multiple largestructures and duplicate attributes is reduced. Utilizing dynamic binding and memory allocationafforded by C++, the user can choose to develop four separate types of neural networks:
- 2022-10-01 19:30:03下载
- 积分:1
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数据挖掘中ID3分类算法的vc实现的源代码
数据挖掘中ID3分类算法的vc实现的源代码-Data Mining ID3 classification algorithm to achieve the vc source code
- 2022-01-26 02:16:08下载
- 积分:1
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基于信息熵的免疫算法是一种修正的免疫算法,方法并不复杂,对于特定问题效果较好...
基于信息熵的免疫算法是一种修正的免疫算法,方法并不复杂,对于特定问题效果较好-Entropy-based immune algorithm is a modified immune algorithm, methods are not complicated, for the specific problem better
- 2022-05-17 00:10:16下载
- 积分:1