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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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《游戏编程中的人工智能技术》一书中123章源代码
《游戏编程中的人工智能技术》一书中123章源代码- Game programming in artificial intelligence technology, one source book, Chapter 123
- 2023-08-06 01:40:05下载
- 积分:1
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PSO algorithm in C
C语言实现的PSO算法,2007标准版,希望对大家有用-PSO algorithm in C
- 2022-07-20 15:05:59下载
- 积分:1
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产生应用区系统中的噪声可以改变其分布的
产生应用区系统中的噪声可以改变其分布的-Application areas have a system noise can change its distribution
- 2022-05-08 06:59:46下载
- 积分:1
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神经网络线性模型神经元实现的C++语言源代码!
神经网络中神经元线性模型的C语言实现源程序!-Neural network linear model neurons realize the C language source code!
- 2022-02-02 19:35:56下载
- 积分:1
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bp neural network c Language Program
bp神经网络 c语言程序-bp neural network c Language Program
- 2022-12-08 19:20:03下载
- 积分:1
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rbf网络一步预测matlab程序 精度还不错 很好用的
rbf网络一步预测matlab程序 精度还不错 很好用的 -rbf network matlab procedure step forecast accuracy is also very good with the bad
- 2022-02-24 18:57:00下载
- 积分:1
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实现增量支持向量机算法,通过选择增量的因素…
实现增量SVM算法,通过对因子的选择增量式的来训练SVM,大大加快了SVM算法的训练速度-To achieve incremental SVM algorithm, through the choice of factors Incremental to train SVM, greatly accelerated the speed of SVM training algorithm. .
- 2022-01-25 21:48:35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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一个完整BP神经网络源代码,包括数据和说明文档,很有用的。...
一个完整BP神经网络源代码,包括数据和说明文档,很有用的。-A complete BP neural network source code, including data and documentation, very useful.
- 2022-08-19 22:42:22下载
- 积分:1