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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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gauss-denosis
matlab 的消噪程序 对于非线性噪声 转子的非线性非平稳噪声有较好的效果(matlab noise cancellation procedures for the nonlinear noise rotor non-linear non-stationary noise has a good effect)
- 2012-07-06 16:33:45下载
- 积分：1
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Rayleigh-MATLAB
Rayleigh无线衰落信道的MATLAB仿真。
(Rayleigh fading channel wireless MATLAB simulation.)
- 2013-05-20 00:23:42下载
- 积分：1
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基于遗传算法的微电网运行优化
基于遗传算法进行配电网的优化运行仿真，十分有用(Optimal operation of distribution network based on genetic algorithm)
- 2021-04-25 12:38:46下载
- 积分：1
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gmsk
现代通信系统中广泛应用的GMSK调制与解调方式仿真模拟 多图 有很强的说明性 呕心沥血啊(In modern communications systems widely used in GMSK modulation and demodulation method simulation of multi-map has a strong descriptive heart out ah)
- 2010-03-10 09:15:58下载
- 积分：1
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kmean1
k均值的分析与，图解，自己亲自测试，能用并且(k-mean analysis, diagrams, personally testing, use )
- 2012-05-04 11:56:32下载
- 积分：1
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jinbao
基于自适应子带频谱熵的稳健性语音端点检测，自己写的，希望对大家有帮助。(based on adaptive sub-band spectrum entropy stability voice activity detection, wrote it myself, and I hope to be helpful.)
- 2007-04-15 09:58:30下载
- 积分：1
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66767
2d vector field visualization in matlab
- 2015-03-03 15:06:56下载
- 积分：1
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lle
用LLE算法来实现高维空间中流行的降维,从而在低位空间中有效表示该流行(to decrease the dimension of manifold embedded in high dimension space )
- 2013-12-01 17:01:19下载
- 积分：1
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非连续 galerkin 方法的算法 Burgers1D
Discontinuous Galerkin Methods Algorithms, Analysis, and Applications for Advec1D
- 2009-06-09 23:54:42下载
- 积分：1
