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Estimation of Backward Perturbation Bounds for Linear Least Squares Problem

원문정보

초록

영어

Waldén, Karlson, and Sun found an elegant explicit expression of backward error for the linear least squares problem. However, it is difficult to compute this quantity as it involves the minimal singular value of certain matrix. In this paper we present a simple estimation to this bound which can be easily computed especially for large problems. Numerical results demonstrate the validity of the estimation.

목차

Abstract
 1. Introduction
 2. Estimation of n(0)(x) and n(x).
 3. Numerical Examples
 4. Conclusion
 Acknowledgements
 References

저자정보

  • Xinxiu Li School of Natural Sciences, Nanjing University of Posts and Telecommunications, 210023, China

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