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学术预告:石钟慈院士谈“奇效的计算”和郑兵谈“ Condition numbers for a linear function of the truncated total least squares solution”

来源 : 理学院     作者 : 理学院     时间 : 2016-10-24  访问量 : 294

时间:2016.10.25日下午3:00-5:00

地点:下沙校区教学D楼204报告室

摘要1:主要介绍大规模科学与工程计算中快速有效的计算方法。

摘要2:We present closed formulas and upper bounds for the absolute normwise, relative normwise, mixed and componentwise condition numbers of a linear function of  $x_k$ where $x_k$ is the truncated total least squares (T-TLS) solution with truncation level k of an overdetermined linear system $Ax=b$ in which $A\in R^{m*n}$ and $b \in R^m$. These results generalize or improve those in the literature. In this paper, we also give a statistical estimate for the absolute normwise condition number. Numerical examples demonstrate that our upper bounds and the statistical estimate are often good estimates of their corresponding exact values.


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