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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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人工智能方面一个专家系统的简单例子
人工智能方面一个专家系统的简单例子-artificial intelligence expert system for a simple example
- 2022-03-04 00:49:50下载
- 积分：1
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可以自动生成qbf问题实例,但需要给定一些参数.
可以自动生成qbf问题实例,但需要给定一些参数.-can produce QBF instance
- 2022-01-20 22:36:15下载
- 积分：1
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algorithm data mining algorithm is the classic algorithm, which is based on the...
apriori算法是数据挖掘的经典算法,它基于关联规则的思想.此为我的第3个收藏-algorithm data mining algorithm is the classic algorithm, which is based on the idea of association rules. This was my first three collections
- 2022-07-16 17:51:33下载
- 积分：1
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这是我自己编的从数据中自动提取模糊规则的程序,这个文件中包括了一个主程序和几个函数,能够自动提起模糊规则、合并优化模糊规则。...
这是我自己编的从数据中自动提取模糊规则的程序,这个文件中包括了一个主程序和几个函数,能够自动提起模糊规则、合并优化模糊规则。-This is my own series of the data from the automatic extraction of fuzzy rules procedures, the document includes a main program and several function, can automatically initiate fuzzy rules, merging optimization fuzzy rules.
- 2022-01-26 08:15:42下载
- 积分：1
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ACO优化，用于SIMO通信系统的盲检测中，对通信系统的性能进行优化...
ACO优化，用于SIMO通信系统的盲检测中，对通信系统的性能进行优化-ACO optimization, SIMO communication system for blind detection, the right to optimize the performance of communication systems
- 2022-03-07 22:05:47下载
- 积分：1
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基于遗传算法的设计生成程序，这是最基本的要求。
基于遗传算法的图案生成程序，其中有遗传算法的基本模块。-based on genetic algorithm design generation procedures, which are the basic genetic algorithm module.
- 2022-08-20 10:50:39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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BP神经网络算法，可以调节隐层，输入输出等
BP神经网络算法，可以调节隐层，输入输出等-BP neural network algorithm, can be adjusted hidden layer, input and output, etc.
- 2022-08-16 00:11:32下载
- 积分：1
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这是cmu大学的一个研究小组编写的神经网络中反向传播算法的源代码，很有参考价值。...
这是cmu大学的一个研究小组编写的神经网络中反向传播算法的源代码，很有参考价值。-This is a university research group to prepare the neural network back-propagation algorithm source code of great reference value.
- 2022-02-21 22:31:32下载
- 积分：1
