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the-wavelet-neural-network
城市交通流的运行存在着高度的复杂性、时变性和随机性,实时准确的交通流预测是智能交通系统,特别是先进的交通管理系统与先进的出行者信息系统研究的关键. 基于交通流预测的特点,给出了基于遗传算法的小波神经
网络的交通预测模型GA-WNN ,用具有自然进化规律的遗传算法来对小波神经网络的连接权值和伸缩平移尺度进行前期优化训练,部分代替了小波框架神经网络中按单一梯度方向进行参数优化的梯度下降法,克服了单一梯度下降法易陷入局部极小和引起振荡效应等缺陷. 仿真实验验证了GA-WNN 预测模型对短时交通流的预测的有效性.(For the high complexity ,time-variation and probability of urban traffic flow , its real-time and exact
prediction is critical to the research of intelligent traffic systems , especially for the advanced traffic manage-ment system and advanced traveler information system. Based on the character of the traffic flow prediction , a
GA-WNN model is given based on the wavelet neural network with genetic algorithm. The genetic algorithm of
natural evolving law for the gradient descendent algorithm in Wavelet Neural Network is partly substituted to
pre-optimize the connection weight and the extension scale of the wavelet neural network and later optimize the
parameters along a single gradient vector. This method overcomes some drawbacks when there exists a single
gradient descendent algorithm , such as local minimum and oscillation. A short-time traffic flow prediction sim-
ulation using the GA2WNN prediction model demonstrates the validity of the model .)
- 2020-11-11 20:49:44下载
- 积分:1
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Interpolation
包含了Lagrang和Newton两种插值方法,便于数据的处理(Contains two Lagrang and Newton interpolation method to facilitate the processing of data)
- 2013-11-29 22:41:27下载
- 积分:1
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fft_freq
fft of sampled signal
- 2015-03-12 15:49:17下载
- 积分:1
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Matlab-userguide
this is for the fresher to use the matlab
- 2012-11-22 15:23:46下载
- 积分:1
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windPMSG
风机全功率模型,功能实现优良,最后仿真波形完全正确。(Fan full power model, functions to achieve excellent final simulation waveform entirely correct.)
- 2021-01-05 11:38:55下载
- 积分:1
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MUSIC-Algorithm-for-document
这是关于MUSIC算法的文档。希望对初学空间谱估计的人有帮助!(This is the document of MUSIC algorithm. I hope it can help beginners of spatial spectrum estimation.
)
- 2014-02-16 18:17:39下载
- 积分:1
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narrow
对语音信号加入窄带噪声并用小波去除噪声并显示结果(add narrowband noise to signal and decrease it with wavelet)
- 2010-12-13 20:22:52下载
- 积分:1
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maxwell
Maximum likelihood estimation for maxwell function
- 2010-09-23 04:24:21下载
- 积分:1
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hanoi.2957
como resolver la torre de hanoi
- 2010-11-15 10:31:07下载
- 积分:1
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matlabCommunication
一些有关matlab在通信仿真中用到的源码,例如各种编码方法。很有实用价值,(some communications in the Matlab simulation to use the source code, such as the various coding method. Useful,)
- 2007-06-08 01:24:37下载
- 积分:1