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Singular value decomposition equipment, and singular value decomposition method

机译:奇异值分解设备和奇异值分解方法

摘要

It is ## issues high speed and high precision, and to provide a parallel-processable singular value decomposition apparatus. A matrix division unit 14 for repeating the process of dividing a double diagonal matrix of two SOLUTION: A dual diagonal matrix B, SVD singular value decomposition unit 15 double diagonal matrix after the division When a singular value that is singular value decomposed by singular value decomposition unit 15, and a matrix element is an element of the part of the left and right orthogonal matrix of singular vectors and singular values ​​of the double diagonal matrix before segmentation, split a singular value calculating unit 17 repeats up to calculation of the singular values ​​of the double diagonal matrix B, the process of calculating the matrix elements of the dual-diagonal matrix of the original, from its singular value a double diagonal matrix B , and a, a singular vector calculation unit 19 for calculating the singular vectors dual diagonal matrix B using the twisted factorization. [Selection] Figure Figure 1
机译:提供高速,高精度的问题,并提供一种可并行处理的奇异值分解装置。矩阵除法单元14,用于重复将双对角矩阵除以两个的过程。解决方案:双对角矩阵B,SVD奇异值分解单元15除法后的双对角矩阵当奇异值分解为奇异值时通过奇异值分解单元15,并且矩阵元素是在分割之前的双对角矩阵的奇异向量和奇异值左右正交矩阵的一部分的元素,分割奇异值计算单元17重复直到计算出奇异双对角矩阵B的值,计算原始双对角矩阵的矩阵元素的过程,从其奇异值,双对角矩阵B和a,奇异矢量计算单元19来计算奇异使用扭曲因式分解对向量对角矩阵B。 [选择]图图1

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