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Adaptive Resonance Theory (ART) Neural Network
Adaptive Resonance Theory (ART) Neural Network
- 2022-08-03 00:46:06下载
- 积分:1
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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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java系列归因于反
用Java编的人工智能的归结反演算法-Java series attributed to the anti-artificial intelligence algorithms
- 2022-05-30 06:38:24下载
- 积分:1
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无先导粒子滤波器工具箱,并附带pf,kf,Ukf程序,用于跟踪估计...
无先导粒子滤波器工具箱,并附带pf,kf,Ukf程序,用于跟踪估计-without leading particle filter toolbox and fringe pf, kf, Ukf procedures for tracking estimates
- 2022-01-27 22:21:28下载
- 积分:1
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数据挖掘各类代码:Apriori源代码全部
数据挖掘各类代码:Apriori源代码全部-Various types of data mining code: Apriori all source code
- 2022-02-02 23:18:26下载
- 积分:1
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基于BP算法的贝叶斯网络参数学习,
实现了图形话的节点表示和样本生成,
图形话的结果分析...
基于BP算法的贝叶斯网络参数学习,
实现了图形话的节点表示和样本生成,
图形话的结果分析-BP algorithm based on Bayesian network parameter learning, the achievement of the graphics, then the node express and sample generation, if the results of graphical analysis
- 2022-03-14 01:38:37下载
- 积分:1
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人工神经网络matlab编程,BP网络实例
入境旅游人数的预测结果对于旅游管理部门和政府部门有着重要的参考意义,寻求科学合理的预测模型是保障预测结果准确可靠...
人工神经网络matlab编程,BP网络实例
入境旅游人数的预测结果对于旅游管理部门和政府部门有着重要的参考意义,寻求科学合理的预测模型是保障预测结果准确可靠的关键。根据我国入境旅游人数的实际情况,建立由一个输入层、一个隐含层、一个输出层构成的三层BP 网络模型-ANN Matlab programming, BP examples tourist arrivals in the forecast results for the tourism management and government sectors have important reference value, search for a scientific and rational prediction model is to ensure accurate and reliable prediction of the key. According to China"s tourist arrivals in the actual situation, and establish an input layer, a hidden layer, an output layer consisting of a three-tier network model BP
- 2022-10-30 21:50:02下载
- 积分:1
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蚂蚁算法,c语言版,其中,‘F’点表示食物,‘H’表示窝,白色块表示障碍物,‘+’就是蚂蚁了。...
蚂蚁算法,c语言版,其中,‘F’点表示食物,‘H’表示窝,白色块表示障碍物,‘+’就是蚂蚁了。-Ant algorithm, c language version, of which,
- 2022-03-03 18:03:43下载
- 积分:1
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关联规则中的频繁项集生成算法TreeMiner,可在linux和windows下编译运行。...
关联规则中的频繁项集生成算法TreeMiner,可在linux和windows下编译运行。-Frequent one of related rule collect and produce algorithm TreeMiner , can compile running under linux and windows
- 2022-06-26 11:47:17下载
- 积分:1
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自己编写的人工智能小模型,可实现逻辑推理功能
自己编写的人工智能小模型,可实现逻辑推理功能
- 2023-06-07 20:55:04下载
- 积分:1