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两种特殊类型矩阵的QR分解
QR decomposition for matrices of two particular kinds
【摘要】 给出了两种特殊类型矩阵的QR分解的改进算法,理论与数值实验说明了它们的速度比一般的QR分解要快.并且对这两种改进算法进行了基于分量的扰动分析,从而证明了它们的稳定性.
【Abstract】 Improved algorithms of QR decomposition of two particular kinds matrices are given and their speeds are much quicker than the usual algorithms of MATLAB. It is also proved theoritically and compared with numerical experiments. The componentwise perturbation analyses of these two kinds of improved algorithms are also given, then the numerical stability of these algorithms are improved.
【关键词】 QR分解;
Householder变换;
Givens变换;
数值稳定性;
【Key words】 QR decomposition; Householder transformations; Givens transformations; numerical stability;
【Key words】 QR decomposition; Householder transformations; Givens transformations; numerical stability;
- 【文献出处】 暨南大学学报(自然科学与医学版) ,Journal of Jinan University(Natural Science & Medicine Edition) , 编辑部邮箱 ,2005年03期
- 【分类号】O241.6
- 【被引频次】2
- 【下载频次】663