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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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汉字识别的一个小例子
识别率不是那么高,但还是可以借鉴的...
汉字识别的一个小例子
识别率不是那么高,但还是可以借鉴的-one small example of the recognition rate is not so high, but still useful
- 2022-01-26 02:02:29下载
- 积分:1
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遗传算法的VS2003工程,调试通过,An Introduction to Genetic Algorithms for Scientists and Engi...
遗传算法的VS2003工程,调试通过,An Introduction to Genetic Algorithms for Scientists and Engineers 书中的算法源程序-Genetic algorithm works VS2003, debugging through, An Introduction to Genetic Algorithms for Scientists and Engineers book algorithm source code
- 2023-03-06 00:30:04下载
- 积分:1
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基于人工神经网络的房地产项目评判模型,值得一看
基于人工神经网络的房地产项目评判模型,值得一看-based on artificial neural network evaluation model for real estate projects, an eye-catcher
- 2022-07-21 11:39:29下载
- 积分:1
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这是神经网络和遗传算法想结合的c++程序,希望对需要的朋友 有所帮助。...
这是神经网络和遗传算法想结合的c++程序,希望对需要的朋友 有所帮助。-This is a neural network and genetic algorithm would like to combine c++ Procedures, and they hope to help a friend in need.
- 2022-05-21 15:27:47下载
- 积分:1
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用C撰写遗传基因法
用C撰写遗传基因法-C genes written law
- 2022-07-17 16:11:58下载
- 积分:1
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一个遗传算法的matlab实现源程序。希望对大家有所帮助。
一个遗传算法的matlab实现源程序。希望对大家有所帮助。-A genetic algorithm matlab source realize. Would like to help everyone.
- 2022-07-17 17:20:32下载
- 积分:1
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Tutorial On Fuzzy Logic
Tutorial On Fuzzy Logic
- 2022-08-20 23:26:22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
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JVT
JVT-Z203_jsvm.rar
- 2022-08-16 19:56:27下载
- 积分:1