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  1. NIIテクニカル・レポート

NII Technical Report (NII-2011-001E):Inner-Iteration Krylov Subspace Methods for Least Squares Problems

https://doi.org/10.20736/0000001264
https://doi.org/10.20736/0000001264
9685e14f-4a14-49b3-be10-28452d2d26b2
名前 / ファイル ライセンス アクション
11-001E.pdf NII Technical Report (NII-2011-001E):Inner-Iteration Krylov Subspace Methods for Least Squares Problems (823.6 kB)
Item type レポート / Report(1)
公開日 2019-03-13
タイトル
言語 en
タイトル NII Technical Report (NII-2011-001E):Inner-Iteration Krylov Subspace Methods for Least Squares Problems
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 10.20736/0000001264
ID登録タイプ JaLC
著者 保國, 惠一

× 保國, 惠一

ja 保國, 惠一

en Morikuni, Keiichi

Search repository
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 Stationary inner iterations in combination with Krylov subspace methods are proposed for least squares problems. The inner iterations are efficient in terms of computational work and memory, and serve as powerful preconditioners also for ill-conditioned and rank-deficient least squares problems. Theoretical justifications for using the inner iterations as preconditioners are presented. Numerical experiments for overdetermined least squares problems including ill-conditioned and rank-deficient problems show that the proposed methods outperform previous methods.
言語 en
書誌情報 ja : NIIテクニカル・レポート
en : NII Technical Report

p. 1-27, 発行日 2011-04-04
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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