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PCA-analysis 利用Matlab编程实现主成分分析
- 利用Matlab编程实现主成分分析,从数学角度来看,这是一种降维处理技术-Using Matlab programming principal component analysis, from a mathematical point of view, this is a dimension reduction process technology
UDP
- UDP算法是一种基于流形学习的无监督降维算法,可以用来提取特征和可视化分析。(UDP algorithm is an unsupervised dimensionality reduction algorithm based on manifold learning, which can be used to extract features and visual analysis.)
GA
- 该算法利用遗传算法实现了特征波长的提取,可以有效降维(The algorithm realizes the extraction of characteristic wavelengths by genetic algorithm and can effectively reduce dimension.)
DMD_ROM
- DMD降维,分析复杂非定常流动的主要特征,特征提取(dynamic mode decomposition)