Applied Mathematics

Volume 1, Issue 3 (September 2010)

ISSN Print: 2152-7385   ISSN Online: 2152-7393

Google-based Impact Factor: 0.58  Citations  

On the Behavior of the Residual in Conjugate Gradient Method

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DOI: 10.4236/am.2010.13025    5,302 Downloads   10,926 Views  

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ABSTRACT

In conjugate gradient method, it is well known that the recursively computed residual differs from true one as the iteration proceeds in finite arithmetic. Some work have been devoted to analyze this behavior and to evaluate the lower and the upper bounds of the difference. This paper focuses on the behavior of these two kinds of residuals, especially their lower bounds caused by the loss of trailing digit, respectively.

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Washizawa, T. (2010) On the Behavior of the Residual in Conjugate Gradient Method. Applied Mathematics, 1, 211-214. doi: 10.4236/am.2010.13025.

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