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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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基于粒子滤波原理,选取颜色特征对目标进行描述,实现视频目标的实时跟踪,效果较好。...
基于粒子滤波原理,选取颜色特征对目标进行描述,实现视频目标的实时跟踪,效果较好。-Principle-based particle filter, select the color characteristics of the target description, realize the goal of real-time video tracking, better.
- 2023-05-09 10:50:03下载
- 积分:1
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采用面向负荷控制技术,用面向对象思想与快速原型法的设计方法,在SQL SERVER数据库中实现模型及数据的存储。算法尽量简单实用,时间复杂性及空间复杂性必须在实...
采用面向负荷控制技术,用面向对象思想与快速原型法的设计方法,在SQL SERVER数据库中实现模型及数据的存储。算法尽量简单实用,时间复杂性及空间复杂性必须在实际环境允许的范围之内。-used for load control technology, using the object-oriented thinking and rapid prototyping of the system, SQL Server database implementation model and data storage. As simple and practical algorithm, time and space complexity of complexity in a realistic environment to the extent permitted within.
- 2023-05-11 07:15:02下载
- 积分:1
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一个用于聚类的工具箱,内有主元分析、模糊等技术的Matlab源代码和应用实例程序Demo。...
一个用于聚类的工具箱,内有主元分析、模糊等技术的Matlab源代码和应用实例程序Demo。-One for clustering toolbox, with principal component analysis, fuzzy techniques, such as Matlab source code and application procedures for Demo.
- 2022-10-25 22:50:03下载
- 积分:1
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关于鱼群算法的一个程序,希望对学习智能算法的朋友有所帮助。...
关于鱼群算法的一个程序,希望对学习智能算法的朋友有所帮助。-Fish-swarm algorithm on a procedure, and they hope to learn from intelligent algorithm friend help.
- 2022-03-25 02:49:26下载
- 积分:1
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自适应共振理论(艺术)
自适应共振理论(ART)-Adaptive Resonance Theory (ART)
- 2022-05-21 03:28:35下载
- 积分:1
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基于熵函数的语音端点检测方法.rar格式为vip
基于熵函数的语音端点检测方法.rar格式为vip-voice endpoint detection methods. Rar format vip
- 2023-04-29 16:20:03下载
- 积分:1
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这个演示是告诉你如何实现一个通用的先生(又名粒子,bootst…
this demo is to show you how to implement a generic SIR (a.k.a. particle, bootstrap, Monte Carlo) filter to estimate the hidden states of a nonlinear, non-Gaussian state space model.-this demo is to show you how to implement a ge neric SIR (a.k.a. particle, the bootstrap. Monte Carlo) filter to estimate the hidden stat es of a nonlinear. non-Gaussian state space model.
- 2023-05-21 07:05:03下载
- 积分:1
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这个程序是关于遗传算法c源程序,可以通过这个源程序明白什么是遗传算法...
这个程序是关于遗传算法c源程序,可以通过这个源程序明白什么是遗传算法-on genetic algorithm c source, the source can understand what genetic algorithms
- 2022-04-17 15:57:29下载
- 积分:1
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这是用C语言编写的ID3算法,希望对大家有所帮助
这是用C语言编写的ID3算法,希望对大家有所帮助-This is the C language prepared by the ID3 algorithm, we hope to help
- 2022-03-22 11:46:37下载
- 积分:1