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  1. NIIテクニカル・レポート

NII Technical Report (NII-2020-004E):GMRES on singular systems revisited

https://doi.org/10.20736/0002000372
https://doi.org/10.20736/0002000372
59caceeb-75e9-4f65-886a-9dda3e0aba4a
名前 / ファイル ライセンス アクション
20-004E.pdf NII Technical Report (NII-2020-004E):GMRES on singular systems revisited (139 KB)
Item type レポート / Report(1)
公開日 2022-06-09
タイトル
言語 en
タイトル NII Technical Report (NII-2020-004E):GMRES on singular systems revisited
言語
言語 eng
キーワード
言語 ja
主題Scheme Other
主題 テクニカルレポート
キーワード
言語 en
主題Scheme Other
主題 Technical Report
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ departmental bulletin paper
ID登録
ID登録 10.20736/0002000372
ID登録タイプ JaLC
著者 速水, 謙

× 速水, 謙

ja 速水, 謙

en Hayami, Ken

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杉原, 光太

× 杉原, 光太

ja 杉原, 光太

en Sugihara, Kota

Search repository
抄録
内容記述タイプ Abstract
内容記述 In [Hayami K, Sugihara M. Numer Linear Algebra Appl. 2011; 18:449--469], the authors analyzed the convergence behaviour of the Generalized Minimal Residual (GMRES) method for the least squares problem $ \min_{x \in R^n} {\| b - A x \|_2}^2$, where $ A \in R^{nxn}$ may be singular and $ b \in R^n, by decomposing the algorithm into the range $ R(A) $ and its orthogonal complement $ R(A)^\perp $ components. However, we found that the proof of the fact that GMRES gives a least squares solution if $ R(A) = R(A^T) $ was not complete. In this paper, we will give a complete proof.
言語 en
書誌情報 ja : NIIテクニカル・レポート
en : NII Technical Report

p. 1-13, 発行日 2020-09-10
出版者
言語 ja
出版者 国立情報学研究所
ISSN
収録物識別子タイプ ISSN
収録物識別子 1346-5597
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