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  1. NIIテクニカル・レポート

NII Technical Report (NII-2018-001E):Convergence of the Conjugate Gradient Method on Singular Systems

https://doi.org/10.20736/0002000367
https://doi.org/10.20736/0002000367
48fcfa1e-7c9c-4f97-895b-d43b239dbbae
名前 / ファイル ライセンス アクション
18-001E.pdf NII Technical Report (NII-2018-001E):Convergence of the Conjugate Gradient Method on Singular Systems (120 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-2018-001E):Convergence of the Conjugate Gradient Method on Singular Systems
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 10.20736/0002000367
ID登録タイプ JaLC
著者 速水, 謙

× 速水, 謙

ja 速水, 謙

en Hayami, Ken

Search repository
抄録
内容記述タイプ Abstract
内容記述 In this short paper, we analyze the convergence of the Conjugate Gradient (CG) method in exact arithmetic, when the coefficient matrix A is symmetric positive semidefinite and the system is consistent. To do so, we diagonalize A and decompose the algorithm into the range and the null space components of A. Further, we apply the analysis to the CGLS and CGNE (CG Normal Error) methods for rank-deficient least squares problems.
言語 en
書誌情報 ja : NIIテクニカル・レポート
en : NII Technical Report

p. 1-7, 発行日 2018-07-29
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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