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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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PSO
PSO--粒子群优化算法程序在vc++.net 2003下可实现的-PSO Particle Swarm Optimization procedures vc++. Net 2003 can be achieved
- 2022-02-05 12:06:32下载
- 积分:1
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Statistical pattern recognition algorithm package, including a linear classifica...
统计模式识别算法包,包括线性分类算法,SVM,PCA,LDA,EM,k-means分类等多种常用的模式识别算法。-Statistical pattern recognition algorithm package, including a linear classification algorithm, SVM, PCA, LDA, EM, k-means classification and many other commonly used pattern recognition algorithms.
- 2023-02-09 20:45:04下载
- 积分:1
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小波神经网络的电力负荷预测,有很强的学习价值。
小波神经网络电力负荷预测,有较强的学习价值和应用价值-Wavelet neural network power load forecasting, there are strong learning value and applied value
- 2022-08-17 12:43:24下载
- 积分:1
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关于遗传算法编成的一本书,有遗传算法基础的人看。较权威的一本书...
关于遗传算法编成的一本书,有遗传算法基础的人看。较权威的一本书-On the genetic algorithm into a book, a genetic algorithm-based perspective. Than the authority of a book
- 2022-02-01 22:38:27下载
- 积分:1
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机器博弈机器搜索算法的研究,做acm与人工智能的可以参考下...
机器博弈机器搜索算法的研究,做acm与人工智能的可以参考下-Machine Game Machine search algorithm research, acm to do with artificial intelligence can refer to the next
- 2022-01-25 20:46:40下载
- 积分:1
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遗传算法的经典之作
遗传算法的经典之作-Genetic Algorithm for the classics
- 2022-01-26 06:05:46下载
- 积分:1
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C neural network development kits 8am, the C language can be used to develop a v...
C++神经网络开发包ANNIE,可以用C++语言开发各种神经网络:如BP,RBF,HOPFIELD等,同时随附件带有基于VC和.NET环境的示例源程序 -C neural network development kits 8am, the C language can be used to develop a variety of neural networks : as BP, RBF, Hopfield, along with the annex and with VC.NET environment example source
- 2022-03-26 05:06:39下载
- 积分:1
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介绍 ROBOCUP 3D SERVER的一些资料,网少比较少的,有兴趣的朋友可以研究看看。...
介绍 ROBOCUP 3D SERVER的一些资料,网少比较少的,有兴趣的朋友可以研究看看。-ROBOCUP 3D SERVER introduce some of the information, the relatively small network of small, interested to see if a friend can be studied.
- 2022-07-09 07:31:56下载
- 积分:1
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纯方位跟踪:目标为匀速直线运动模型,可以迅速收敛。
纯方位跟踪:目标为匀速直线运动模型,可以迅速收敛。-Bearing_only tracking
- 2022-11-01 11:45:03下载
- 积分:1