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A CORDIC-based Jacobi-like algorithm for eigenvalue computation

机译:用于特征值计算的Cordic基族织族族算法

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A very fast CORDIC (coordinate rotation digital computer)-based Jacobi-like algorithm for the parallel solution of symmetric eigenvalue problems is proposed. It becomes possible by not focusing on the realization of an exact Jacobi rotation with a CORDIC processor, but by applying approximate rotations and adjusting them to single steps of the CORDIC algorithm, i.e., only one angle of the CORDIC angle sequence is applied in each step. Although only linear convergence is obtained for the most simple version of the proposed algorithm, the overall operation count (shifts and adds) decreases dramatically. A slow increase of the number of CORDIC angles involved during the runtime retains quadratic convergence.
机译:提出了一种非常快速的CORDIC(坐标旋转数字计算机)基于对称特征值问题的并行解决方案的Jacobi样算法。通过不关注通过CORDIC处理器的精确Jacobi旋转来实现,而是通过将近似旋转应用并将它们调整到CORDIC算法的单个步骤,即,每个步骤中仅应用了CORDIC角度序列的一个角度。尽管仅获得了所提出的算法的最简单版本的线性收敛,但整体操作计数(移位和添加)急剧下降。在运行时期间涉及的丁显角数的缓慢增加保留二次收敛。

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