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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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这是一个笔者撰写改进了别人的隐马尔可夫模型算法的程序。...
这是一个笔者撰写改进了别人的隐马尔可夫模型算法的程序。-This is a writer writing improvement of the people"s hidden Markov model algorithm procedures.
- 2022-09-28 09:30:03下载
- 积分:1
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bp网络代码 VC编写,BP算法的过程及注释说明
bp网络代码 VC编写,BP算法的过程及注释说明-bp code VC network to prepare, BP algorithm for the process and Notes
- 2022-04-28 08:39:02下载
- 积分:1
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国内的一个A*算法演示,可以自己画地图,演示效果非常好
国内的一个A*算法演示,可以自己画地图,演示效果非常好-domestic A* algorithm for a demonstration, can you paint maps, the effect was very good demonstration
- 2022-09-15 06:15:03下载
- 积分:1
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用matlab编的,一个典型的BP神经网络的例子,相信对你的学习、工作都能起到一个参考的作用...
用matlab编的,一个典型的BP神经网络的例子,相信对你的学习、工作都能起到一个参考的作用-Using matlab series, a typical example of BP neural network, I believe your study, work can play the role of a reference
- 2023-02-20 23:40:03下载
- 积分:1
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人工智能经典问题TSP问题的C语言实现,内含源程序和调试过程生成的文件...
人工智能经典问题TSP问题的C语言实现,内含源程序和调试过程生成的文件-AI classic TSP"s C language, and includes source code debugging process produces files
- 2023-03-15 02:55:03下载
- 积分:1
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DNA分类,包含三中模式识别经典算法的实现:K紧邻,BP神经网络,概率神经网络。...
DNA分类,包含三中模式识别经典算法的实现:K紧邻,BP神经网络,概率神经网络。-DNA classification, which includes three classic pattern recognition algorithm to achieve : K borders, BP neural networks, probabilistic neural network.
- 2022-04-19 23:14:34下载
- 积分:1
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BP算法C++的BP算法源程序 BP算法C++的BP算法源程序
BP算法C++的BP算法源程序 BP算法C++的BP算法源程序 -BP algorithm C BP algorithm source algorithm C BP BP algorithm source code
- 2023-04-28 20:35:03下载
- 积分:1
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Genetic algorithm (GA) combined with the traditional SVM algorithm, a kind of te...
将遗传算法(GA)与传统SVM算法结合,构造出一种参数最优的进化SVM(GA2SVM),SVM 模型采用径向基函数(RBF)作为核函数,利用格雷码编码方式对SVM算法的模型参数进行遗传编码和优化搜索,将搜索到的优化结果作为SVM 的最终模型参数。-Genetic algorithm (GA) combined with the traditional SVM algorithm, a kind of tectonic evolution of the optimal parameters of SVM (GA2SVM), SVM model using Radial Basis Function (RBF) as kernel function, the use of Gray code encoding algorithm of the SVM model parameters of genetic coding and optimization of search, will search for the optimal results as the final SVM model parameters.
- 2022-02-04 12:02:57下载
- 积分:1
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can automatically identify a process called all functions, and write to output.t...
可以自动识别一个程序中调用的所有函数,并写入到 output.txt文件中。-can automatically identify a process called all functions, and write to output.txt document.
- 2022-05-30 23:25:34下载
- 积分:1