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EMdemo
EM算法在神经网络中的应用,可以用来进行视频数据分类。(In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar-xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets.)
- 2013-03-11 22:27:18下载
- 积分:1
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LBG_GA
用遗传算法对LBG语音码本进行优化处理,得到最优码本,内含语音文件。(Genetic algorithm to optimize the voice on the LBG codebooks to get the optimal codebook contains the voice files.
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- 2012-02-06 15:12:15下载
- 积分:1
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电动汽车有序充电的蒙特卡洛模拟
可以用此程序进行电动汽车接入配电网的蒙特卡洛模拟(Monte Carlo simulation for electric vehicle to distribution network)
- 2021-03-27 19:59:12下载
- 积分:1
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spiht
set partitioning in heirarchial tree
- 2010-09-18 17:23:08下载
- 积分:1
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xiaobo
利用小波技术对原始信号进行重构与去噪,结果表明效果很好(Wavelet technique to reconstruct the original signal and noise removal, the results show that good results)
- 2010-10-14 11:06:15下载
- 积分:1
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MATLABfuzzy
matlab 模糊数学应用的一本非常好的书籍(Application of fuzzy mathematics matlab' s a very good book)
- 2009-06-05 11:39:16下载
- 积分:1
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leach-m(1)
leach m1111111 protocole
- 2012-04-15 03:07:03下载
- 积分:1
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work
matlab入门小程序,实现简单的导入图片文件,将图片变成灰度图像,给图片添加噪声、滤波等(matlab study for the fist step)
- 2014-11-14 18:03:30下载
- 积分:1
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DoAULA
DoA estimation with Uniform Circular Array
- 2010-12-07 18:07:36下载
- 积分:1
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GoodsAllocatingProblemwithMultiAimsbasedonTheHybri
说明: 多目标货物配装问题是一个复杂的组合优化问题,属于NP难问题,本文用混合粒子群算法求解多目标货物配装问题。混合粒子群算法在基本粒子群算法的基础上,通过引进遗传算法中的交叉和变异的策略,避免了陷入局部最优,加快了达到全局最优的收敛速度。此外,本文提出用权重系数来平衡各目标使各目标都能达到相对较优的效果。(Multi-objective loading of goods is a complicated combinatorial optimization problems are NP hard problems, this paper, hybrid particle swarm algorithm to solve multi-objective problem loading cargo. Hybrid Particle Swarm Algorithm in elementary particle swarm optimization based on genetic algorithm through the introduction of crossover and mutation of the strategy to avoid a fall into local optimum, global optimum to achieve accelerated convergence. In addition, this paper, the weight factor used to balance the various objectives so that the objectives can be achieved relatively better results.)
- 2020-11-23 14:49:35下载
- 积分:1