MUK_algorithm

Question 1.1 Sullivan

参考文献“基于LLE的特征提取及应用”中的方法，我自己编写的一个LLE的测试数据处理方法程序。主要是针对新进数据如何进行LLE降维，配合matlab 降维工具箱Dimensionality Reduction v0.3b 使用。如有问题请指正。(It s a algorithm used to deal with new sample sets with LLE.)

运用随机森林方法对数据进行建模，可以用模型进行预测与分类(Random forest prediction and classification)

说明：  数字图像修复算法的评价标准也是从两个方面进行评价的，一个是修 复算法的效率，一个是修复后图像质量。修复算法的效率主要就是看修复 图像所用的时间，可以用时间就行量化。而图像质量很难从量上唯一的进 行评价，目前图像修复质量还没有统一的评价标准，从实际应用出发，修 复后图像质量的好坏大多数是从以下两个方面就行评价，修复后图像给人 主观上的“满意度”和客观上图像的cnr、enl、epi、psnr、snr来评判。(The evaluation criteria of digital image restoration algorithms are also evaluated from two aspects, one is repair. One of the efficiency of complex algorithm is the image quality after restoration. The efficiency of the repair algorithm depends mainly on the repair. The time spent on the image can be quantified in terms of time. But image quality is difficult to improve quantitatively only. At present, there is no uniform evaluation criterion for image restoration quality. Starting from practical application, repair The quality of restored images is mostly evaluated from the following two aspects, and the restored images are given to people. Subjective "satisfaction" and objective image cnr, enl, epi, psnr, SNR to judge.)

used for image processing in matlab

code of creat a bidiagonal matrix at matlab program. reused by moon s book

call matlab function from C++.zip

MUSIC算法是基于天线阵列协方差矩阵的特征分解类DOA算法，这里给出的是经典MUSIC源程序。(MUSIC algorithm is based on the characteristics of the antenna array covariance matrix decomposition class DOA algorithm presented here is the classic MUSIC source.)

说明：  客户MATLAB请求投资政策评审的数据经济指标(Cliente Matlab para solicitar datos a la API Indicadores economicos)

用MATLAB~"gXLMATLAB语言编制的优化工具箱进行优化设计具有语言简单、函数丰富、用法比较灵活、 缟程效率高等特点。本文简要阐述了遗传算法的基本原理，并对英国Shefield大学的MATLAB遗传算法工具箱作了简要 的介绍。探讨了其在军事目标分配中的应用。(Using MATLAB ~ )