HAYAMI Ken 速水謙

… Alternative Names

速水謙ハヤミケン

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Researcher Number	20251358
Other IDs
External Links
Affiliation (Current)	2025: 国立情報学研究所, 大学共同利用機関等の部局等, 名誉教授
Affiliation (based on the past Project Information) *help	2022: 国立情報学研究所, 情報学プリンシプル研究系, 教授 2009 – 2020: National Institute of Informatics, 情報学プリンシプル研究系, 教授 2015 – 2017: 国立情報学研究所, 大学共同利用機関等の部局等, 教授 2006 – 2007: 国立情報学研究所, 情報学プリンシプル研究系, 教授 2002 – 2006: National Institute of Informatics, Foundations of Informatics Research Division, Professor, 情報学基礎研究系, 教授 … More 2001: 国立情報学研究所, 情報学基礎研究系研究系, 教授 2001: Univ. of Tokyo, Graduate School of Engineering, Associate Professor, 工学系研究科, 助教授 1995 – 2001: University of Tokyo, Graduate School of Engineering, Assistant Professor, 大学院・工学系研究科, 助教授 1994: Univ. Tokyo, Faculty of Eng., associate professor, 工学部, 助教授 1993 – 1994: 東京大学, 工学部, 助教授 Less
Review Section/Research Field	Principal Investigator Engineering fundamentals / Engineering fundamentals / Computational science Except Principal Investigator Engineering fundamentals / Basic Section 47060:Clinical pharmacy-related / Science and Engineering / Social systems engineering/Safety system / Engineering fundamentals / 情報工学
Keywords	Principal Investigator 反復解法 / クリロフ部分空間法 / 最小二乗問題 / GMRES法 / 逆問題 / 連立一次方程式 / 特異系 / 反復法 / 前処理 / Boundary Element Method … More / 境界要素法 / 線形計画問題 / クリロフ部分空間反復法 / 正則化 / 画像再構成 / 共役勾配法 / 内部反復 / 半正定値系 / 箱型制約 / 非負制約 / 劣決定最小二乗問題 / active-set法 / 非線形連立方程式 / 主双対内点法 / 非負値行列因子分解 / 画像復元 / 非負制約付き最小二乗問題 / large sparse matrices / generalized inverse / CGLS method / GMRES method / Krylov subspace method / preconditioning / iterative method / least squares problems / 脳磁界逆問題 / ホモトピー法 / 連立代数方程式 / 収束解析 / 劣決定問題 / 優決定問題 / RIF / 大規模疎行列 / 一般逆行列 / CGLS法 / source term identification / MEG / Krylov subspace iterative method / singular system / least-squares problem / system of linear equations / inverse problem / 共役残差法 / 正則化法 / 触覚センサ / 定右波 / 自由表面 / 精度保証数値計算 / Jacobi-Davidson法 / 固有値問題 / 一般化共役残差法 / 特異 / 多重極展開 / ソース項同定 / 脳磁図 / Inverse Problem / Elastostatics / Simulation of the Electron-Gun / Panel Clustering Method / Fast Multipole Method / Numerical Integration / Numerical Analysis / 連立一時方程式 / 多重極展開法 / 多粒子系 / 数値積分法 / 脳内電流双極子推定 / 偏微分方程式 / 静弾性問題 / 電子銃のシミュレーション / パネル・クラスタリング法 / 高速多重極展開法 / 数値積分 / 数値解析 / 薬物動態 / 制約付き最小二乗問題 / 非線形最小二乗問題 / 内部反復法 / 特異を系 / パラメタ推定 / 薬物動態モデル / 一般化最小残差法 … More Except Principal Investigator ボロノイ図 / 位相優先法 / Voronoi diagram / 計算幾何学 / ロバスト計算 / 数値誤差 / exact computation / 遅延評価 / 厳密計算 / 記号摂動法 / ドロネー図 / 多角形ボロノイ図 / 交差図形 / ソリッドモデリング / 幾何アルゴリズム / 数値的安定化 / 有限要素法 / アルブミン介在性輸送 / トランスポータ / 仮想臨床試験 / モデリング＆シミュレーション / 個人間変動 / 薬物動態 / 内在性バイオマーカー / 生理学的薬物速度論モデル（PBPK） / 薬物間相互作用 / In vitroからin vivoへの予測 / 薬物間相互作用　（DDI） / 生理学的薬物速度論（PBPKモデル） / ゲルアクチュエータ / 増幅回路 / 光応答性塩基 / DNA計算 / 分子ロボティクス / DNA論理回路 / ＤＮＡコンピュータ / 生体生命情報学 / 知能ロボティクス / 自己組織化 / DNAコンピュータ / 分子ロボット / 共役勾配法 / 行列エントロピー / グラフィカルモデル / 2次錐計画法 / 対称錐計画法 / 半正定値計画法 / 線形計画法 / 凸最適化 / Chubanov / モデリング / 悪条件性 / 面縮小法 / 2次錐計画問題 / 半正定値計画問題 / 線形計画問題 / library / singular matrix / parallel computer / super computer / preconditioning technique / Krylov-subspace method / fast numerical method / large-scale 1inear systems / COCR法 / Bi-CR法 / Toeplitz行列 / 電子構造計算 / 可変的前処理 / 大規模線形方程式 / ライブラリー / 特異な行列 / 並列コンピュータ / スーパーコンピュータ / 前処理技法 / クリロフ部分空間法 / 高速数値解法 / 大規模連立1次方程式 / collision-avoidance path / Lazy evolution / crystal Voronoi diagram / Delaunay diagram / 4-d convex hull / 記号慎動法 / 球面分割 / 四面体メッシュ / ドロネー分割 / 整数帰着法 / 障害物回避経路 / 結晶ボロノイ図 / 4次元凸包 / lazy evaluation / area without zero points / evaluation of errors / interval algebra / precision-guaranteed computation / robust computation / 加速 / 剰余演算 / 凸包 / 誤差吸収列 / 弾性変形 / 誤差の伝幡 / 多面体の表現 / 零点不在領域 / 誤差評価 / 区間代数 / 精度保証 / Triangulation / Robust computation / Spline curve / Minkowski sum / Distance transformation / Computational geometry / Image processing / ミンコフスキー演算 / ディジタル画像 / スプライン曲面 / 三角形分割 / スプライン曲線 / ミンコフスキー和 / 距離変換 / 画像処理 / numerical stability / mesh generation / 3-d convex hull / image processing / topology-oriented method / numerical error / computational geometry / 凸多面体 / 骨格線抽出 / ドロネ-図 / 衝突回避経路探索 / メッシュ生成 / 3次元凸包 / 図形処理 / Combinatorial Geometry / Delaunay Decomposition / Voronoi Diagrams / Robustness / Numerical Stability / Computational Geometry / Combinatorial Abstruction / 凸包構成 / グリッド生成 / 組合せ幾何学 / 幾何的アルゴリズム / 制約つきドロネー分割 / 数値誤差対策 / 位相幾何学 / ドロ-ネ分割 / 計算誤差対策 / 頑健性 / ドロネ-分割 / 補間 / 位相像先法 / メッシュ / ドロネー三角形分割 Less

Establishment of a virtual clinical trial system considering variations in factors governing drug tissue distribution, efficacy, and side effects.
- Principal Investigator
  
  Sugiyama Yuichi
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 47060:Clinical pharmacy-related
- Research Institution
  Josai International University
  Institute of Physical and Chemical Research
The fast solution of least squares problems and its applications.Principal Investigator
- Principal Investigator
  
  Hayami Ken
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Computational science
- Research Institution
  National Institute of Informatics
Exploration of Conic Linear Programs and Development of Mathematical Modeling
- Principal Investigator
  
  Tsuchiya Takashi
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  National Graduate Institute for Policy Studies
Iterative Methods for Least Squares Problems and their Application to Inverse ProblemsPrincipal Investigator
- Principal Investigator
  
  HAYAMI Ken
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  National Institute of Informatics
Design and Implementation of Chemical Reaction Circuits for Molecular Robots with Intelligence
- Principal Investigator
  
  Kobayashi Satoshi
- Project Period (FY)
  2012 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  The University of Electro-Communications
The Solution of Least Squares Problems Using Krylov Subspace MethodsPrincipal Investigator
- Principal Investigator
  
  HAYAMI Ken
- Project Period (FY)
  2009 – 2011
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  National Institute of Informatics
Research on Krylov Subspace Type Iterative Solvers for Large Scale Systems of Equations and Least Squares ProblemsPrincipal Investigator
- Principal Investigator
  
  HAYAMI Ken
- Project Period (FY)
  2005 – 2007
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  National Institute of Informatics
Synthetical development of fast numerical methods for solving large-scale linear systems which arise g from the field of computational science and engineerin
- Principal Investigator
  
  ZHANG Shao-liang
- Project Period (FY)
  2003 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Engineering fundamentals
- Research Institution
  Nagoya University
  The University of Tokyo
Fast Implementation of the Boundary Element Method and its Application to Inverse ProblemsPrincipal Investigator
- Principal Investigator
  
  HAYAMI Ken
- Project Period (FY)
  2000 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  National Institute of Informatics
  The University of Tokyo
Design of Precision-Guaranteed Geometric Algorithms
- Principal Investigator
  
  SUGIHARA Kokichi
- Project Period (FY)
  1998 – 2000
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas (B)
- Research Institution
  The University of Tokyo
Robust Implementation of 4-D Geometric Algorithm and Applications
- Principal Investigator
  
  SUGIHARA Kokichi
- Project Period (FY)
  1998 – 2000
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Engineering fundamentals
- Research Institution
  The University of Tokyo
乱れた格子の上でも動作する有限要素法の開発
- Principal Investigator
  
  SUGIHARA Kokichi
- Project Period (FY)
  1997 – 1998
- Research Category
  
  Grant-in-Aid for Exploratory Research
- Research Field
  
  Engineering fundamentals
- Research Institution
  The University of Tokyo
Image Processing Based on Spline Representation
- Principal Investigator
  
  SUGIHARA Kokichi
- Project Period (FY)
  1995 – 1996
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  University of Tokyo
The Research on Making the Boundary Element Method Highly Accurate and EfficientPrincipal Investigator
- Principal Investigator
  
  HAYAMI Ken
- Project Period (FY)
  1994 – 1996
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  The University of Tokyo
Construction of a Topology-Oriented Geometric System
- Principal Investigator
  
  SUGIHARA Kokichi
- Project Period (FY)
  1993 – 1995
- Research Category
  
  Grant-in-Aid for Developmental Scientific Research (B)
- Research Field
  
  Engineering fundamentals
- Research Institution
  UNIVERSITY OF TOKYO
Design of numerically robust geometric algorithms
- Principal Investigator
  
  SUGIHARA Kokichi
- Project Period (FY)
  1992 – 1994
- Research Category
  
  Grant-in-Aid for General Scientific Research (B)
- Research Field
  
  情報工学
- Research Institution
  University of Tokyo

[Book] ギルバート・ストラング著, 日本応用数理学会監訳, 今井桂子・岡本久監訳幹事, 世界標準MIT教科書ストラング：計算理工学, 第7章大規模連立一次方程式一次方程式の解法2016
- Author(s)
  速水謙
- Total Pages
  735
- Publisher
  近代科学社
- Data Source
  KAKENHI-PROJECT-15K04768
[Book] 薩摩順吉, 大石進一, 杉原正顯編, 応用数理ハンドブック, 「最小二乗問題の数値解法」の項目2013
- Author(s)
  速水謙
- Total Pages
  2
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-24560082
[Book] 応用数理ハンドブック (薩摩順吉, 大石進一, 杉原正顯編), 最小二乗問題の数値解法2013
- Author(s)
  速水謙
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-24560082
[Book] 計算力学理論ハンドブック(13章境界要素法と有限要素法の結合)2010
- Author(s)
  速水謙,大西和榮,萩原一郎,田端正久
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-21560072
[Book] 萩原一郎, 田端正久監訳, 計算力学理論ハンドブック,(13章境界要素法と有限要素法の結合)2010
- Author(s)
  速水謙, 大西和榮
- Total Pages
  73618
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-21560072
[Book] 岩波数学辞典第4版,(固有値の数値計算法の項目)(日本数学会編集)2007
- Author(s)
  速水謙, 室田一雄
- Publisher
  岩波書店
- Data Source
  KAKENHI-PROJECT-15360042
[Book] 岩波数学事典第4版(「固有値の数値計算法」の項目)2007
- Author(s)
  速水謙, 室田一雄
- Publisher
  岩波書店
- Data Source
  KAKENHI-PROJECT-17560056
[Book] Iwanami sugaku jiten 4ed (Koyuuchi no suuchi keisanhou no koumoku)2007
- Author(s)
  K.Hayami
- Total Pages
  5
- Publisher
  Iwanami syoten
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360042
[Book] 日本数学会編集,岩波数学辞典第4版,(固有値の数値計算法の項目)2007
- Author(s)
  速水謙
- Publisher
  岩波書店
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15360042
[Book] 岩波数学辞典第4版, (固有値の数値計算法の項目)2007
- Author(s)
  速水謙
- Publisher
  岩波書店
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Updating preconditioners for modified least squares problems2017
- Author(s)
  Marin J.、Mas J.、Guerrero D.、Hayami K.
- Journal Title
  
  Numerical Algorithms
  
  Volume: 75 Issue: 2 Pages: 491-508
- DOI
  10.1007/s11075-017-0315-z
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Journal Article] A modulus-based iterative method for constrained Tikhonov regularization2017
- Author(s)
  Bai, Z.-Z., Buccini, A., Hayami, K., Reichel, L., Yin, J.-F., and Zheng, N.
- Journal Title
  
  Journal of Computational and Applied Mathematics
  
  Volume: 319 Pages: 1-13
- DOI
  10.1016/j.cam.2016.12.023
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Journal Article] Jacobian-free implicit inner-iterative preconditioner for nonlinear least squares problems2016
- Author(s)
  Xu, W., Zheng, N., and Hayami, K.,
- Journal Title
  
  Journal of Scientific Computing
  
  Volume: - Issue: 3 Pages: 1-27
- DOI
  10.1007/s10915-016-0167-z
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Journal Article] 半正定値系に対するEisenstat SSOR による右前処理MINRES法2016
- Author(s)
  杉原光太, 速水謙, Ning Zheng
- Journal Title
  
  日本応用数理学会論文誌
  
  Volume: - Pages: 1-43
- NAID
  130005169903
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K04768
[Journal Article] Modulus-type inner outer iteration methods for nonnegative constrained least squares problems2016
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.
- Journal Title
  
  SIAM Journal on Matrix Analysis and Applications
  
  Volume: 37 Issue: 3 Pages: 1250-1278
- DOI
  10.1137/141002220
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Journal Article] Convergence of inner-iteration GMRES methods for least squares problems2015
- Author(s)
  Morikuni, K. and Hayami, K.,
- Journal Title
  
  SIAM Journal on Matrix Analysis and Applications
  
  Volume: 36(1) Issue: 1 Pages: 225-250
- DOI
  10.1137/130946009
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24560082, KAKENHI-PROJECT-15K04768
[Journal Article] Improvements to the Cluster Newton method for underdetermined inverse problems2015
- Author(s)
  Gaudreau, P., Hayami, K., Aoki, Y., Safoui, H., and Konagaya, A.
- Journal Title
  
  Journal of Computational and Applied Mathematics
  
  Volume: 283 Pages: 122-141
- DOI
  10.1016/j.cam.2015.01.014
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24560082, KAKENHI-PROJECT-15K04768
[Journal Article] 劣決定逆問題に対するCluster Newton法とその薬物動態モデルへの応用2014
- Author(s)
  青木康憲, 速水謙, 小長谷明彦
- Journal Title
  
  応用数理
  
  Volume: 24(4) Pages: 7-15
- NAID
  110009900558
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-24560082
[Journal Article] Cluster Newton Method for Sampling Multiple Solutions of Underdetermined Inverse Problems: Application to a Parameter Identification Problem in Pharmacokinetics2014
- Author(s)
  Yasunori Aoki
- Journal Title
  
  SIAM J. Scientific Computing
  
  Volume: 36 Issue: 1 Pages: 122-141
- DOI
  10.1137/120885462
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-23119008, KAKENHI-PLANNED-24104004, KAKENHI-PROJECT-24560082
[Journal Article] Corrigendum to: A geometric view of Krylov subspace methods on singular systems2014
- Author(s)
  Hayami, K. and Sugihara, M.
- Journal Title
  
  Numerical Linear Algebra with Applications
  
  Volume: 18 Issue: 5 Pages: 1-1
- DOI
  10.1002/nla.1931
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24560082
[Journal Article] FGMRES for linear discrete ill-posed problems2013
- Author(s)
  Morikuni, K., Reichel, L., and Hayami, K.
- Journal Title
  
  Applied Numerical Mathematics
  
  Volume: 75 Pages: 175-187
- DOI
  10.1016/j.apnum.2013.08.004
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24560082
[Journal Article] Inner-iteration Krylov subspace methods for least squares problems2013
- Author(s)
  Morikuni, K., and Hayami, K.,
- Journal Title
  
  SIAM Journal on Matrix Analysis and Applications
  
  Volume: 34(1) Issue: 1 Pages: 1-22
- DOI
  10.1137/110828472
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24560082
[Journal Article] A geometric view of Krylov subspace methods on singular systems2011
- Author(s)
  Hayami, K. and Sugihara, M.
- Journal Title
  
  Numerical Linear Algebra with Applications
  
  Volume: Vol.18 Issue: 3 Pages: 449-469
- DOI
  10.1002/nla.737
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] Greville's method for preconditioning least squares problems2011
- Author(s)
  Cui, X., Hayami, K. and Yin, J.-F.
- Journal Title
  
  Advances in Computational Mathematics
  
  Volume: Vol.35 Issue: 2-4 Pages: 243-269
- DOI
  10.1007/s10444-011-9171-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] GMRES methods for least squares problems2010
- Author(s)
  Hayami, K., Yin, J.-F., Ito, T.
- Journal Title
  
  SIAM Journal on Matrix Analysis and Applications
  
  Volume: 31 Pages: 2400-2430
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] GMRES methods for least squares problems2010
- Author(s)
  Hayami, K., Yin, J.-F., and Ito, T.
- Journal Title
  
  SIAM Journal on Matrix Analysis and Applications
  
  Volume: Vol.31 Issue: 5 Pages: 2400-2430
- DOI
  10.1137/070696313
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] Generalized approximate inverse preconditioners for least squares problems2009
- Author(s)
  Cui, X. and Hayami, K.
- Journal Title
  
  Japan Journal of Industrial and Applied Mathematics
  
  Volume: Vol.26 Pages: 1-14
- NAID
  10025862610
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] Generalized approximate inverse preconditioners for least squares problems2009
- Author(s)
  Cui, X., Hayami, K.
- Journal Title
  
  Japan Journal of Industrial and Applied Mathematics 26
  
  Pages: 1-14
- NAID
  10025862610
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] Preconditioned GMRES methods with incomplete Givens orthogonalization method for large sparse least-squares problems2009
- Author(s)
  Yin, J.-F. and Hayami, K.
- Journal Title
  
  Journal of Computational and Applied Mathematics
  
  Volume: Vol.226 Issue: 1 Pages: 177-186
- DOI
  10.1016/j.cam.2008.05.052
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] Preconditioned GMRES methods with incomplete Givens orthogonalization method for large sparse least-squares problems2009
- Author(s)
  Yin, J.-F., Hayami, K.
- Journal Title
  
  Journal of Computational and Applied Mathematics 226
  
  Pages: 177-186
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] Preconditioned GMRES methods for least squares problems2008
- Author(s)
  Ito, T., Hayami, K.
- Journal Title
  
  Japan Journal of Industrial and Applied Mathematics Vol.25, No.2(to appear)
- NAID
  10021073140
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Preconditioned GMRES methods for least squares problems2008
- Author(s)
  Ito, T. and Hayami, K.,
- Journal Title
  
  Japan Journal of Industrial and Applied Mathematics Vol.25,No.2(to appear)
- NAID
  10021073140
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Convergence Analysis of GMRES Methods for Least Squares Problems,(Invited paper)2007
- Author(s)
  Hayami, K.
- Journal Title
  
  Y.Kaneda, H.Kawamura and M.Sasai eds., Frontiers of Computational Science, Proceedings of the International Symposium on Frontiers of Computational Science 2005(FCS2005), Nagoya, Japan, Dec.12-13, 2005, Springer-Verlag
  
  Pages: 181-187
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] 前処理付きGMRES法による最小二乗問題の解法2007
- Author(s)
  速水謙
- Journal Title
  
  第36回数値解析シンポジウム講演予稿集
  
  Pages: 27-30
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Convergence Analysis of GMRES Methods for Least Squares Problems, (Invited paper)2007
- Author(s)
  Hayami, K., Ito, T.
- Journal Title
  
  Frontiers of Computational Science, Proceedings of the International Symposium of Frontiers of Computational Science 2005 (FCS2005), Nagoya, Japan, Dec. 12-13, 2005(Y. Kaneda, H. Kawamura and M. Sasai eds.)(Springer-Verlag)
  
  Pages: 181-187
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Convergence Analysis of GMRES Methods for Least Squares Problems2007
- Author(s)
  K.Hayami, T.Ito
- Journal Title
  
  Frontiers of Computational Science(in Y. Kaneda, H. Kawamura and M. Sasai eds.)( Springer-Verlag)
  
  Pages: 181-187
- Data Source
  KAKENHI-PROJECT-15360042
[Journal Article] Application of the GMRES method to singular systems and least squares problems, (Invited paper)2006
- Author(s)
  Hayami, K., Ito, T.
- Journal Title
  
  Proceedings of the Seventh China-Japan Seminar on Numerical Mathematics, Zhangjiajie, 2004(Z.-C. Shi and H. Okamoto eds)(Science Press, Beijing)
  
  Pages: 33-44
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] 脳磁界逆問題で生じる連立代数方程式の数値解法2006
- Author(s)
  石井政行, 速水謙
- Journal Title
  
  日本応用数理学会論文誌 16・3
  
  Pages: 135-147
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Application of the GMRES method to singular systems and least squares Problems2006
- Author(s)
  K.Hayami, T.Ito
- Journal Title
  
  Proceedings of the Seventh China-Japan Seminar on Numerical Mathematics(in Z. -C. Shi and H. Okamoto eds. ) (Science Press)
  
  Pages: 33-44
- Data Source
  KAKENHI-PROJECT-15360042
[Journal Article] Application of the GMRES method to singular systems and least squares problems(Invited paper)2006
- Author(s)
  Hayami, K., Ito, T.
- Journal Title
  
  in Z.-C. Shi and H. Okamoto eds., Proceedings of the Seventh China-Japan Seminar on Numerical Mathematics, Zhangjiajie, (Science Press, Beijing) 2004
  
  Pages: 33-44
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] The numerical solution of systems of algebraic equations arising in a magnetoencephalography inverse problem2006
- Author(s)
  Ishii, M., Hayami, K.
- Journal Title
  
  Transactions of the Japan Society for Industrial and Applied Mathematics, (in Japanese) Vol.16, No.3
  
  Pages: 135-147
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] 脳磁界逆問題で生じる連立代数方程式の数値解法2006
- Author(s)
  石井政行, 速水謙
- Journal Title
  
  日本応用数理学会論文誌 16・3
  
  Pages: 135-147
- Data Source
  KAKENHI-PROJECT-15360042
[Journal Article] Solution of least squares problems by preconditioned GMRES methods2005
- Author(s)
  Hayami, K., Ito, T.
- Journal Title
  
  Kokyuroku 1441, New Developments of Numerical Analysis in the 21st Century, Research Institute for Mathematical Sciences, Kyoto University, (in Japanese)
  
  Pages: 114-128
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] The solution of least squares problems using GMRES methods2005
- Author(s)
  Hayami, K., Ito, T.
- Journal Title
  
  Proceedings of the Institute of Statistical Mathematics, (in Japanese) Vol.53, No.2
  
  Pages: 331-348
- NAID
  120006019084
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] GMRES法による最小二乗問題の解法2005
- Author(s)
  速水謙
- Journal Title
  
  統計数理 53・2
  
  Pages: 331-348
- NAID
  120006019084
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Variable transformations for nearly singular integrals in the boundary element method2005
- Author(s)
  Ken Hayami
- Journal Title
  
  Publications of Research Institute for Mathematical Sciences, Kyoto University 41
  
  Pages: 821-842
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] GMRES法による最小二乗問題の解法2005
- Author(s)
  速水謙
- Journal Title
  
  日本応用数理学会2005年度年会講演予稿集
  
  Pages: 182-183
- NAID
  120006019084
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Application of the GMRES method to singular systems and least squares problems,(Invited paper)2005
- Author(s)
  Hayami, K.
- Journal Title
  
  Z.-C.Shi and H.Okamoto eds., Proceedings of the Seventh China-Japan Seminar on Numerical Mathematics, Zhangjiajie, 2004, Science Press, Beijing
  
  Pages: 33-44
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Variable transformations for nearly singular integrals in the boundary element method2005
- Author(s)
  Hayami, K.
- Journal Title
  
  Publications of Research Institute for Mathematical Sciences, Kyoto University Vol.41
  
  Pages: 821-842
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] 前処理付きGMRES法による最小二乗問題の解法2005
- Author(s)
  速水謙
- Journal Title
  
  京都大学数理解析研究所講究録 1441
  
  Pages: 114-128
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] 特異な系に対する共役残差法の収束性について2003
- Author(s)
  速水謙
- Journal Title
  
  日本応用数理学会論文誌 13・1
  
  Pages: 1-33
- NAID
  110001878206
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15360042
[Journal Article] On the Convergence of the Conjugate Residual Method for Singular Systems2003
- Author(s)
  K.Hayami
- Journal Title
  
  Transactions of the Japan Society for Industrial and Applied Mathematics Vol.13, No 1
  
  Pages: 1-33
- NAID
  110001878206
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360042
[Journal Article] GMRES methods for least squares problems
- Author(s)
  Hayami, K., Yin, J.-F., Ito, T.
- Journal Title
  
  SIAM Journal on Matrix Analysis and Applications (掲載確定)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560072
[Journal Article] Preconditioned GMRES methods with incomplete Givens orthogonalization method for large sparse least-squares problems
- Author(s)
  Yin, J.-F. and Hayami, K.,
- Journal Title
  
  Journal of Computational and Applied Mathematics to appear
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560056
[Journal Article] Preconditioned GMRES methods with incomplete Givens orthogonalization method for large sparse least-squares problems
- Author(s)
  Yin, J.-F., Hayami, K.
- Journal Title
  
  Journal of Computational and Applied Mathematics (to appear)
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Stabilizing GMRES Using the Normal Equation Approach for Severely Ill-Conditioned Problems,2018
- Author(s)
  Liao, Z., Hayami, K., and Morikuni, K.,
- Organizer
  SIAM Conference on Applied Linear Algebra (SIAM-ALA18), 4-8 May 2018, Hong Kong Baptist University. http://www.math.hkbu.edu.hk/siam-ala18/
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Fast solution of nonnegative matrix factorization via a matrix-based active set method,2018
- Author(s)
  Zheng, N., Hayami, K., and Ono, N.,
- Organizer
  SIAM Conference on Applied Linear Algebra (SIAM-ALA18), 4-8 May 2018, Hong Kong Baptist University. http://www.math.hkbu.edu.hk/siam-ala18/
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Convergence of the Right Preconditioned Range Restricted MINRES for Singular Systems,2018
- Author(s)
  Sugihara, K., Hayami, K., and Zheng, N.,
- Organizer
  SIAM Conference on Applied Linear Algebra (SIAM-ALA18), 4-8 May 2018, Hong Kong Baptist University. http://www.math.hkbu.edu.hk/siam-ala18/
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Fast Solution of Nonnegative Matrix Factorization Via a Matrix-Based Active Set Method,2018
- Author(s)
  Zheng, N., Hayami, K., and Ono, N.,
- Organizer
  MS95 Matrix Computations with Applications - Part I of II, 18th SIAM Conference on Parallel Processing for Scientific Computing, Waseda University, Tokyo, March 7-10, 2018.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Stabilized GMRES method using the normal equation approach for highly ill-conditioned problems,2017
- Author(s)
  Liao, Z. and Hayami, K.,
- Organizer
  日本応用数理学会「行列・固有値問題の解法とその応用」研究部会第24回研究会東京大学工学部, 2017年11月24日
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] A New Matrix-Based Active Set Method for Nonnegative Matrix Factorization2017
- Author(s)
  Zheng, N., Hayami, K., and Ono, N.,
- Organizer
  Minisymposium M36-2: Numerical methods for large-scale inverse problems (Part II), Applied Inverese Problems 2017, Hangzhou, China, May 29-June 2, 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Numerical computation of tori on delay equations2017
- Author(s)
  Gimeno, J., Hayami, K., and Jorba, A.
- Organizer
  第46回数値解析シンポジウム, 講演予稿集, pp. 45-50, 2017, グリーンパーク想い出の森, 滋賀県高島市, 2017年6月28日－30日.
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] 対称特異系に対する右前処理MINRES法とMR-2法の収束性2017
- Author(s)
  杉原光太, 速水謙, Ning Zheng
- Organizer
  日本応用数理学会2017年度年会, [研究部会OS] 行列・固有値問題の解法とその応用(1), 2017年9月6-8日, 武蔵野大学有明キャンパス, 予稿集 pp.265-266.
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Preconditioning iterative methods for solving least squares problems2016
- Author(s)
  Mas, J., Marin, J., and Hayami, K.
- Organizer
  Workshop on Numerical Algebra, Algorithms, and Analysis
- Place of Presentation
  国立情報学研究所
- Year and Date
  2016-01-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Enchanted by singularity2016
- Author(s)
  Hayami, K.
- Organizer
  Workshop on Numerical Algebra, Algorithms, and Analysis
- Place of Presentation
  国立情報学研究所
- Year and Date
  2016-01-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Right preconditioned MINRES using Eisenstat SSOR for positive semidefinite systems2016
- Author(s)
  Sugihara, K., Zheng, N., and Hayami, K.,
- Organizer
  Workshop on Numerical Algebra, Algorithms, and Analysis
- Place of Presentation
  国立情報学研究所
- Year and Date
  2016-01-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus Iterative Methods for Least Squares Problems with Box Constraints2016
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.
- Organizer
  Mini Symposium: Recent Advances in the Solution of Least Squares Problems, 20th Conference of the International Linear Algebra Society (ILAS)
- Place of Presentation
  Leuven, Belgium
- Year and Date
  2016-07-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus-Type Inner Outer Iteration Methods for Nonnegative Constrained Least Squares Problems2016
- Author(s)
  Yin, J., Zheng, N., Hayami, K.,
- Organizer
  Structured Matrix Computations with Applications, Tsinghua Sanya International Mathematics Forum
- Place of Presentation
  Tsinghua Sanya International Mathematics Forum, Sanya, China,
- Year and Date
  2016-03-14
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] 半正定値系に対するEisenstat SSORによる右前処理MINRES法と，特異系への右前処理MINRES法の収束性2016
- Author(s)
  杉原光太, 速水謙, Zheng Ning,
- Organizer
  行列・固有値問題の解法とその応用セッション, 日本応用数理学会第12回研究部会連合発表会
- Place of Presentation
  神戸学院大学ポートアイランドキャンパス
- Year and Date
  2016-03-04
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] A Stabilized GMRES Method for Solving Inconsistent Underdetermined Least Squares Problems2016
- Author(s)
  Liao, Z., Hayami, K., and Yin, J.-F.
- Organizer
  日本応用数理学会「行列・固有値問題の解法とその応用」研究部会第22回研究会
- Place of Presentation
  東京大学工学部(東京都・文京区）
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Implementation of Interior-Point Methods for LP using Krylov Subspace Methods Preconditioned by Inner Iterations2016
- Author(s)
  Keiichi Morikuni, Yiran Cui, Takashi Tsuchiya, Ken Hayami
- Organizer
  The 5th International Conference on Continuous Optimization
- Place of Presentation
  政策研究大学院大学（東京都、港区）
- Year and Date
  2016-08-08
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H02968
[Presentation] An Alternating Modulus Nonnegative Least Squares Method for Nonnegative Matrix Factorization2016
- Author(s)
  Zheng, N., Hayami, K.*, and Ono, N.
- Organizer
  Conference: Numerical Linear Algebra and Applications (NL2A), Centre International de Rencontres Mathematiques (CIRM),
- Place of Presentation
  Luminy, France
- Year and Date
  2016-10-24
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Right Preconditioned MINRES for Singular Systems2016
- Author(s)
  Sugihara, K., Zheng, N., and Hayami, K.
- Organizer
  5th IMA Conference on Numerical Linear Algebra and Optimization
- Place of Presentation
  Birmingham, U.K.
- Year and Date
  2016-09-07
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus-Based Iteration Methods for Nonnegative and Box Constrained Least Square Problems2016
- Author(s)
  Zheng, N., Hayami, K.＊, and Yin, J.-F.
- Organizer
  The Sixth China-Japan-Korea Joint Conference on Numerical Mathematics
- Place of Presentation
  Daejeon, Korea
- Year and Date
  2016-08-22
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] An Alternating Modulus Nonnegative Least Squares Method for Nonnegative Matrix Factorization2016
- Author(s)
  Zheng, N. and Hayami, K.
- Organizer
  日本応用数理学会2016年度年会 [研究部会OS] 行列・固有値問題の解法とその応用(1)
- Place of Presentation
  北九州国際会議場(福岡県・北九州市)
- Year and Date
  2016-09-12
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Implementation of Interior-Point Methods for LP using Krylov Subspace Methods Preconditioned by Inner Iterations2016
- Author(s)
  Morikuni, K., Cui, Y., Tsuchiya, T., and Hayami, K.
- Organizer
  The Fifth International Conference on Continuous Optimization of the Mathematical Optimization Society (ICCOPT)
- Place of Presentation
  政策研究大学院大学(東京都・港区）
- Year and Date
  2016-08-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus Iterative Methods for Nonnegative Constrained Least Squares Problems Arising from Image Restoration2016
- Author(s)
  Zheng, N., Hayami, K., Yin, J.
- Organizer
  SIAM Conference on Image Science
- Place of Presentation
  Albuquerque, USA
- Year and Date
  2016-05-23
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Inner-iteration Preconditioning of Normal Equations in an Interior-point Method for LP2016
- Author(s)
  Cui, Y., Morikuni, K., Tsuchiya, T., and Hayami, K.
- Organizer
  行列・固有値問題の解法とその応用セッション, 日本応用数理学会第12回研究部会連合発表会
- Place of Presentation
  神戸学院大学ポートアイランドキャンパス
- Year and Date
  2016-03-04
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Nonnegative Matrix Factorization via A New Alternating Nonnegative Least Squares Method and Anderson Acceleration2016
- Author(s)
  Zheng, N., Hayami, K., and Ono, N.
- Organizer
  日本応用数理学会「行列・固有値問題の解法とその応用」研究部会第22回研究会
- Place of Presentation
  東京大学工学部(東京都・文京区）
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Implementation of Interior-point Methods for LP Based on Krylov Subspace Iterative Solvers with Inner-Iteration Preconditioning2016
- Author(s)
  Cui, Y., Morikuni, K., Tsuchiya, T., and Hayami, K.
- Organizer
  5th IMA Conference on Numerical Linear Algebra and Optimization
- Place of Presentation
  Birmingham, U.K.
- Year and Date
  2016-09-07
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Updating preconditioners for least squares problems2016
- Author(s)
  Marin, J., Mas, J.＊, and Hayami, K.
- Organizer
  Mini Symposium: Recent Advances in the Solution of Least Squares Problems, 20th Conference of the International Linear Algebra Society (ILAS)
- Place of Presentation
  Leuven, Belgium
- Year and Date
  2016-07-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Implementation of Interior-point Methods for LP using Krylov Subspace Methods Preconditioned by Inner Iterations2016
- Author(s)
  Morikuni, K., Cui, Y., Tsuchiya, T., and Hayami, K.
- Organizer
  Workshop on Advances in Optimization
- Place of Presentation
  TKP品川カンファレンスセンター(東京都・港区）
- Year and Date
  2016-08-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Updating preconditioners for least squares problems2016
- Author(s)
  Marin, J., Mas, J., and Hayami, K.
- Organizer
  Álgebra Lineal, Análisis Matricial y Aplicaciones (ALAMA2016)
- Place of Presentation
  Leon, Spain
- Year and Date
  2016-06-20
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Hybrid Two-Stage Modulus Iteration Method for Nonnegative Constrained Least Squares Problems2016
- Author(s)
  Zheng, N., Hayami, K., Yin, J.,
- Organizer
  行列・固有値問題の解法とその応用セッション, 日本応用数理学会第12回研究部会連合発表会
- Place of Presentation
  神戸学院大学ポートアイランドキャンパス
- Year and Date
  2016-03-04
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Implementation of interior-point method for LP based on Krylov subspace iterative solver with inner-iteration preconditioning2016
- Author(s)
  Cui, Y., Morikuni, K., Tsuchiya, T., and Hayami, K.,
- Organizer
  研究集会「最適化：モデリングとアルゴリズム」
- Place of Presentation
  政策研究大学院大学
- Year and Date
  2016-03-22
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Application of inner-iteration preconditioning to general least squares problems2015
- Author(s)
  Morikuni, K. and Hayami, K.,
- Organizer
  Minisymposium on Recent Advances in the Solution of Least Squares Problems 2, The International Congress on Industrial and Applied Mathematics (ICIAM2015)
- Place of Presentation
  China National Convention Center, Beijing
- Year and Date
  2015-08-10
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus Iterative Method for Least Squares Problems wit Box Constraints2015
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.
- Organizer
  Hong Kong-Tokyo Workshop on Scientific Computing
- Place of Presentation
  国立情報学研究所(東京都千代田区）
- Year and Date
  2015-04-06
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus Iterative Method for Least Squares Problems wit Box Constraints2015
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.,
- Organizer
  Hong Kong-Tokyo Workshop on Scientific Computing
- Place of Presentation
  国立情報学研究所
- Year and Date
  2015-04-06
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus Iterative Methods for Least Squares Problems with Box Constraints2015
- Author(s)
  Zheng, N., Hayami, K.*, and Yin, J.-F.,
- Organizer
  Minisymposium MS43: The Least Squares Challenge: Modern Methods and Applications, 2015 SIAM Conference on Applied Linear Algebra,
- Place of Presentation
  Atlanta, Georgia
- Year and Date
  2015-10-26
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Krylov subspace methods preconditioned by inner iterations for rank-deficient least squares problems2015
- Author(s)
  Morikuni, K., Hayami, K., and Rozloznik, M.
- Organizer
  SIAM Conference on Computational Science and Engineerinｇ
- Place of Presentation
  The Calvin L. Rampton Salt Palace Convention Center, Salt Lake City, Utah, U.S.A.
- Year and Date
  2015-03-14
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Right preconditioned MINRES for singular linear systems2015
- Author(s)
  Sugihara, K., Hayami, K.
- Organizer
  情報技術、応用数学そして科学に関する国際ワークショップ（IMS2015）
- Place of Presentation
  京都市生涯学習総合センター(京都府京都市）
- Year and Date
  2015-03-26
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus Iterative Methods for Box Constrained Least Squares Problems2015
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.,
- Organizer
  日本応用数理学会2015年度年会
- Place of Presentation
  金沢大学
- Year and Date
  2015-09-09
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus-type inner-outer iterative methods for nonnegative constrained least squares problems2015
- Author(s)
  Zheng, N., Hayami, K.*, and Yin, J.-F.,
- Organizer
  The 18th International Conference on Finite Elements in Flow Problems
- Place of Presentation
  Regent Taipei, Taipei, Taiwan
- Year and Date
  2015-03-18
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus Iterative Methods for Box Constrained Least Squares Problems,2015
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.,
- Organizer
  Minisymposium on Recent Advances in the Solution of Least Squares Problems 2, The International Congress on Industrial and Applied Mathematics (ICIAM2015)
- Place of Presentation
  China National Convention Center, Beijing
- Year and Date
  2015-08-10
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus-Type Inner Outer Iterative Methods for Nonnegative Constrained Least Squares Problems2015
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.,
- Organizer
  2015 SIAM Conference on Applied Linear Algebra
- Place of Presentation
  Atlanta, Georgia
- Year and Date
  2015-10-26
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus-Type Inner Outer Iteration Methods for Nonnegative and Box Constrained Least Squares Problems and their Application to Image Restoration2015
- Author(s)
  Zheng, N., Hayami, K.*, and Yin, J.-F.
- Organizer
  The 1st Asia-Pacific Workshop on Image Processing and Applications
- Place of Presentation
  Macquarie University , Sydney, Australia,
- Year and Date
  2015-12-14
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] 半正定値系に対するEisenstat SSORによる右前処理MINRES法,2015
- Author(s)
  杉原光太, 速水謙
- Organizer
  日本応用数理学会2015年度年会
- Place of Presentation
  金沢大学
- Year and Date
  2015-09-09
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Preconditioners for Least Squares Problems,2015
- Author(s)
  Mas, J., Marin, J., and Hayami, K.,
- Organizer
  Minisymposium on Recent Advances in the Solution of Least Squares Problems 1, The International Congress on Industrial and Applied Mathematics (ICIAM2015)
- Place of Presentation
  China National Convention Center, Beijing
- Year and Date
  2015-08-10
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] 半正定値系に対する Eisenstat SSOR による右前処理 MINRES 法2015
- Author(s)
  杉原光太, 速水謙, Ning Zheng
- Organizer
  京都大学数理解析研究所 (RIMS) 研究集会: 現象解明に向けた数値解析学の新展開
- Place of Presentation
  京都大学数理解析研究所
- Year and Date
  2015-11-18
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Right Preconditioned MINRES using Eisenstat-SSOR for Positive Semidefinite Systems2015
- Author(s)
  Sugihara, K., Hayami, K., and Zheng, N.,
- Organizer
  2015 SIAM Conference on Applied Linear Algebra
- Place of Presentation
  Atlanta, Georgia
- Year and Date
  2015-10-26
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Modulus Methods for Box Constrained Least Squares Problems2015
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.,
- Organizer
  京都大学数理解析研究所 (RIMS) 研究集会: 現象解明に向けた数値解析学の新展開
- Place of Presentation
  京都大学数理解析研究所
- Year and Date
  2015-11-18
- Invited
- Data Source
  KAKENHI-PROJECT-15K04768
[Presentation] Fast solution methods for least squares problems and their applications2014
- Author(s)
  Hayami, K., Morikuni, K. and Zheng, N.
- Organizer
  自然科学研究機構新分野創成センター・イメージングサイエンス研究分野「画像逆問題の理論解析研究会」
- Place of Presentation
  国立天文台, 三鷹キャンパス
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] The Cluster Newton Method and its Improvement for Underdetermined Inverse Problems2014
- Author(s)
  Aoki, Y., Gaudreau, P., Hayami, K.*, De Sterck, H., Safouhi, H., and Konagaya, A.,
- Organizer
  Institute of Computational Mathematics and Scientific/Engineering Computing, Chinese Academy of Sciences
- Place of Presentation
  Institute of Computational Mathematics and Scientific/Engineering Computing, Chinese Academy of Sciences, Beijing, China
- Year and Date
  2014-07-14
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] AOR Inner-Iteration GMRES Method for Least Squares Problems2014
- Author(s)
  Liu, L., Morikuni, K., Hayami, K., and Yin, J.-F.
- Organizer
  Workshop on Structured Preconditioning and Iterative Methods with Applications
- Place of Presentation
  Tsinghua Sanya International Mathematics Forum (TSIMF), Hainan Island, China
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus-Type Inner Outer Iterative Methods for Nonnegative Constrained Least Squares Problems2014
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.
- Organizer
  日本応用数理学会「行列・固有値問題の解法とその応用」研究部会, 第18回研究会
- Place of Presentation
  東京大学工学部6号館（東京都文京区）
- Year and Date
  2014-12-25
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus Iterative Methods for Least Squares Problems with Nonnegative Constraints2014
- Author(s)
  Zheng, N., Hayami, K.*, and Yin, J.-F.,
- Organizer
  Lecture at the Department of Mathematics, Tongji University
- Place of Presentation
  Department of Mathematics, Tongji University、Shanghai、China
- Year and Date
  2014-10-30
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Application of Inner-iteration Krylov Subspace Method to Linear Programming Problems2014
- Author(s)
  Cui, Y., Morikuni, K., Tsuchiya, T., and Hayami, K.
- Organizer
  日本応用数理学会「行列・固有値問題の解法とその応用」研究部会, 第18回研究会,
- Place of Presentation
  東京大学工学部6号館（東京都文京区）
- Year and Date
  2014-12-25
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] 実対称特異線形方程式へのMINRES 法と GMRES 法の適用について2014
- Author(s)
  杉原光太, 速水謙
- Organizer
  日本応用数理学会環瀬戸内応用数理研究部会, 第18回シンポジウム
- Place of Presentation
  加計学園国際学術交流センター（岡山県倉敷市）
- Year and Date
  2014-12-05
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Inner-iteration preconditioning for the minimum-norm solution of rank-deficient linear systems2013
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  The 18th Conference of the International Linear Algebra Society (ILAS 2013)
- Place of Presentation
  Providence, RI, USA
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] 劣決定逆問題に対するCluster Newton法と改良‐薬物動態モデルのパラメタ推定への応用－2013
- Author(s)
  速水謙
- Organizer
  第２回岐阜数理科学研究会
- Place of Presentation
  飛騨高山まちの博物館研修室
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Image reconstruction for electron microscopes2013
- Author(s)
  Morikuni, K., Hosoda, Y., and Hayami, K.
- Organizer
  Workshop on Numerical Analysis and Scientific Computing
- Place of Presentation
  Tongji University, China
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Inner-iteration Krylov subspace methods for least squares problems2013
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  2013 SIAM Annual Meeting, SIAM Student Paper Prize Winners Presentation session
- Place of Presentation
  San Diego, USA
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Sampling families of solutions using the Cluster Newton method for an underdetermined inverse problem: Parameter identification for pharmacokinetics2013
- Author(s)
  Gaudreau, P., Hayami, K., Aoki, Y., Safouhi, H., and Konagaya, A.
- Organizer
  Recent Developments in Numerical Methods for Seismic Inverse Problems & Applications
- Place of Presentation
  University of Calgary, Canada
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Sampling Families of Solutions using the Cluster Newton Method for an Underdetermined Inverse Problem: Parameter Identification for Pharmacokinetics2013
- Author(s)
  Gaudreau, P., Hayami, K., Aoki, Y., Safouhi, H. and Konagaya, A.
- Organizer
  第42回数値解析シンポジウム
- Place of Presentation
  松山道後温泉道後館
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Cluster Newton Method: An Algorithm for Solving Underdetermined Inverse Problems: An Application to a Pharmacokinetics Model2013
- Author(s)
  Aoki, Y., Hayami,K., De Sterck, H. and Konagaya, A.
- Organizer
  Workshop on Numerical Analysis and Scientific Computing
- Place of Presentation
  Tongji University, China
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus iterative methods for box constrained least squares problems2013
- Author(s)
  Zheng, N., Hayami, K. and Yin, J.-F.
- Organizer
  2013 NCTS Workshop on Numerical Linear Algebra and High Performance Computing (2013 NLA-HPC)
- Place of Presentation
  NCTS, National Tsing-Hua University, Hsinchu, Taiwan
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Inner-iteration preconditioners for the minimum-norm solution of rank-deficient systems2013
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  International Conference on Preconditioning Techniques for Scientific and Industrial Applications
- Place of Presentation
  Oxford, UK
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] 最小二乗問題の新解法と逆問題への応用2013
- Author(s)
  速水謙
- Organizer
  数学月間懇話会（第９回）
- Place of Presentation
  東京大学数理科学研究科
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Improvements to the Cluster Newton Method for Underdetermined Inverse Problems -Pararameter Identification for Pharmacokinetics-2013
- Author(s)
  Latt, K. M.-M., Gaudreau, P.J., Hayami, K., Aoki, Y., Safoui, H. and Konagaya, A.,
- Organizer
  CBI学会2013年大会-生命医薬情報学連合大会-, Poster presentation, C-4-05
- Place of Presentation
  タワーホール船堀, 東京
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] AOR Inner-Iteration GMRES Methods for Least Squares Problems2013
- Author(s)
  Liu, L., Hayami, K. and Yin, J.-F.
- Organizer
  日本応用数理学会「行列・固有値問題の解法とその応用」研究部会第16回研究会
- Place of Presentation
  東京大学
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] 電子顕微鏡の画像再構成逆問題に対するARTおよびクリロフ部分空間法の改良2012
- Author(s)
  保國惠一,細田陽介,速水謙
- Organizer
  画像科学シンポジウム・バイオイメージングフォーラム
- Place of Presentation
  自然科学研究機構岡崎コンファレンスセンター
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration GMRES methods for least squares problems2012
- Author(s)
  Hayami, K. and Morikuni, K.
- Organizer
  3rd Dolomites Workshop on Constructive Approximation and Applications (DWCAA12), Session on Approximation Methods in Numerical Linear Algebra, http://events.math.unipd.it/dwcaa2012/
- Place of Presentation
  Alba di Canazei, Trento, Italy
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Cluster approximation method for inverse problems : application to model parameter estimation2012
- Author(s)
  Aoki, Y., Hayami, K., De Sterck, H., Holder, B., Konagaya, A.
- Organizer
  Twelfth Copper Mountain Conference on Iterative Methods
- Place of Presentation
  Copper Mountain, Colorado U.S.A.
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] GMRES methods with inner iterations for least squares problems2012
- Author(s)
  Morikuni, K. and Hayami, K.,
- Organizer
  The Fourth International Conference on Numerical Algebra and Scientific Computing, (NASC2012), http://lsec.cc.ac.cn/~NASCNAG/NASC_pages/Conf_pages/NASC12_pages/geninfo.html
- Place of Presentation
  Dalian, China
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Inner iterations for generalized minimal residual (GMRES) methods with numerical performance2012
- Author(s)
  Nawar, R., Hayami, K., and Morikuni, K.,
- Organizer
  日本応用数理学会2012年度年会
- Place of Presentation
  稚内全日空ホテル
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] 電子顕微鏡の画像再構成逆問題2012
- Author(s)
  保國惠一, 細田陽介, 速水謙
- Organizer
  平成24年電気学会電子・情報・システム部門大会
- Place of Presentation
  弘前大学
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Inner-iteration preconditioning for least squares problems2012
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  Inner-iteration preconditioning for least squares problem, International Workshop on Computational Science and Numerical Analysis
- Place of Presentation
  The University of Electro-Communications, Tokyo
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] GMRES methods preconditioned with inner iterations for general least squares problems2012
- Author(s)
  Morikuni, K. and Hayami, K.,
- Organizer
  日本応用数理学会2012年度年会
- Place of Presentation
  稚内全日空ホテル.
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] 最小二乗問題に対する定常内部反復前処理GMRES法の収束性2012
- Author(s)
  保國惠一, 速水謙
- Organizer
  日本応用数理学会2012年研究部会連合発表会
- Place of Presentation
  九州大学
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Stationary inner-iteration preconditioned GMRES method for least squares problems2012
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  Twelfth Copper Mountain Conference on Iterative Methods
- Place of Presentation
  Copper Mountain, Colorado
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] SOR inner-iteration GMRES for underdetermined least squares problems2012
- Author(s)
  Morikuni, K. and Hayami, K.,
- Organizer
  Minisymposium MS 34. Least squares methods and applications, 2012 SIAM Conference on Applied Linear Algebra, http://siamla2012.webs.upv.es/
- Place of Presentation
  Universitat Politecnica de Valencia, Spain
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Inner-iteration preconditioning for least squares problems2012
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  International Workshop on Computational Science and Numerical Analysis
- Place of Presentation
  The University of Electro-Communications, Tokyo
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Stationary inner-iteration preconditioned GMRES method for least squares problems2012
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  Twelfth Copper Mountain Conference on Iterative Methods
- Place of Presentation
  Copper Mountain, Colorado U.S.A.
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] A numerical method for an underdetermined inverse problem in pharmacokinetics2011
- Author(s)
  Aoki, Y., Hayami, K., Konagaya, A.
- Organizer
  Contributed Paper, CP102 Life Sciences III, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011)
- Place of Presentation
  Vancouver
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Simultaneous multiple solution method for underdetermined inverse problems : ODE coefficient identification in pharmacokinetics2011
- Author(s)
  Aoki, Y., Hayami, K., De Sterke, H., Konagaya, A.
- Organizer
  第2回「システムのモデリングとシミュレーション共同研究委員会」(電気学会)
- Place of Presentation
  シュルンベルジュ株式会社(淵野辺)
- Year and Date
  2011-06-28
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] An Algorithm for Solving Underdetermined Inverse Problem Application to Pharmacokinetics Model2011
- Author(s)
  Aoki, Y., Hayami, K., Konagaya, A.
- Organizer
  Special Session Presentation, SS-AAIP I Applied Analysis and Inverse Problems I, The International Conference on Applied Mathematics, Modelling and Computational Science (AMMCS 2011)
- Place of Presentation
  Waterloo Belgium
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] An algorithm for solving underdetermined inverse problems : An application to a pharmacokinetics model2011
- Author(s)
  Aoki, Y., Hayami, K., De Sterke, H., Konagaya, A.
- Organizer
  Applied Inverse Problems Conference
- Place of Presentation
  Texas A&M University U.S.A.
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration preconditioners for least squares problems2011
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  Workshop on Numerical Linear Algebra, Conference on the Foundations of Computational Mathematics(FoCM' 11)
- Place of Presentation
  Budapest University of Technology and Economics
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner Iteration Preconditioners for Least Squares Problems-Overdetermined, Underdetermined, and Rank-Deficient Cases-2011
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  Workshop on Matrix Equations and Tensor Computations
- Place of Presentation
  Changsha, Hunan Province, China(招待講演)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner Iteration Preconditioners for Least Squares Problems-Overdetermined2011
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  Workshop on Matrix Equations and Tensor Computations
- Place of Presentation
  Changsha
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] A numerical method for an underdetermined inverse problem in pharmacokinetics, Contributed Paper, CP102 Life Sciences III2011
- Author(s)
  Aoki, Y., Hayami, K., Konagaya, A.
- Organizer
  7th International Congress on Industrial and Applied Mathematics
- Place of Presentation
  Vancouver
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] An Algorithm for Solving Underdetermined Inverse Problems : Application to Parameter Identification for a Pharmacokinetics Model2011
- Author(s)
  Aoki, Y., Hayami, K., Konagaya, A., and De Sterck, H.
- Organizer
  Aachen Conference on Computational Engineering Science(AC. CES)
- Place of Presentation
  Aachen
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] An Algorithm for Solving Underdetermined Inverse Problems : Application to Parameter Identification for a Pharmacokinetics Model2011
- Author(s)
  Aoki, Y., Hayami, K., Konagaya, A., De Sterck, H.
- Organizer
  Aachen Conference on Computational Engineering Science (AC.CES) (Poster Presentation, First Prize, AC.CES Poster Competition)
- Place of Presentation
  Aachen Germany
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 劣決定最小二乗問題に対するGMRES法の内部反復前処理2011
- Author(s)
  保國恵一, 速水謙
- Organizer
  日本応用数理学会平成23年研究部会連合発表会
- Place of Presentation
  電気通信大学
- Year and Date
  2011-03-07
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 大規模最小二乗問題の新反復解法とその逆問題への応用2011
- Author(s)
  保國惠一, 速水謙
- Organizer
  平成23年度生理学研究所研究会「電子顕微鏡機能イメージングの医学・生物学への応用」,テーマ:3Dイメージングの最先端
- Place of Presentation
  岡崎統合バイオサイエンスセンター(ポスター発表)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration preconditioners for least squares problems2011
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  Workshop on Numerical Linear Algebra, Conference on the Foundations of Computational Mathematics (FoCM'11)
- Place of Presentation
  Budapest University of Technology and Economics Hungary
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration GMRES methods for least squares problems2011
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  International Conference on Scientific Computing (SC2011), Special session : Iterative Methods for Linear Systems
- Place of Presentation
  S.Margherita di Pula, Sardinia, Italy
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration CG and GMRES methods for least squares problems, Mini-Symposium MS312, The Iterative Solution of Least Squares Problems2011
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  7th International Congress on Industrial and Applied Mathematics
- Place of Presentation
  Vancouver
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration GMRES methods for underdetermined least squares problems2011
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  10th IMACS International Symposium on Iterative Methods in Scientific Computing
- Place of Presentation
  Marrakech, Morocco
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 平野法とArmijoルールの拡張による非線形連立一次方程式の数値解法2011
- Author(s)
  石井政行, 布広永示, 速水謙
- Organizer
  日本応用数理学会2011年度年会講演予稿集,pp.283-284,2011
- Place of Presentation
  同志社大学
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗問題に対する内部反復前処理2011
- Author(s)
  保國惠一,速水謙
- Organizer
  研究集会「科学技術計算における理論と応用の新展開」
- Place of Presentation
  京都大学数理解析研究所
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration preconditioned GMRES for underdetermined least squares problems2011
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  第40回数値解析シンポジウム講演予稿集
- Place of Presentation
  鳥羽シーサイドホテル
- Year and Date
  2011-06-28
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Preconditioned GMRES using inner iterations for underdetermined least squares problems2011
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  International Workshop on Numerical Linear Algebra and its Applications
- Place of Presentation
  Tongji University, Shanghai China(招待講演)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗問題に対する内部反復前処理2011
- Author(s)
  保國惠一, 速水謙
- Organizer
  研究集会「科学技術計算における理論と応用の新展開」,予稿集pp.7-9
- Place of Presentation
  京都大学数理解析研究所
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Preconditioned GMRES using inner iterations for underdetermined least squares problems2011
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  International Workshop on Numerical Linear Algebra and its Applications
- Place of Presentation
  Tongji University, Shanghai
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration CG and GMRES methods for least squares problems2011
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  Mini-Symposium MS312, The Iterative Solution of Least Squares Problems, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011)
- Place of Presentation
  Vancouver
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration GMRES methods for underdetermined least squares problems2011
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  10th IMACS International Symposium on Iterative Methods in Scientific Computing
- Place of Presentation
  Marrakech
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] An algorithm for solving underdetermined inverse problems : An application to a pharmacokinetics model2011
- Author(s)
  Aoki, Y., Hayami, K., De Sterke, H., and Konagaya, A.
- Organizer
  Applied Inverse Problems Conference
- Place of Presentation
  Texas A & M University
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-iteration GMRES methods for least squares problems2011
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  International Conference on Scientific Computing(SC2011), Special session : Iterative Methods for Linear Systems
- Place of Presentation
  Sardinia, Italy
- Year and Date
  2011-10-04
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗法を用いた薬物動態モデルの係数集合推定法2010
- Author(s)
  青木康憲,速水謙,小長谷明彦
- Organizer
  日本応用数理学会2010年度年会講演予稿集
- Place of Presentation
  明治大学
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-Iteration Preconditioners for Least Squares Problems2010
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  The Third International Conference on Numerical Algebra and Scientific Computing(NASC10)
- Place of Presentation
  Beijing
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗法法を用いた薬物動態モデルの係数集合推定法2010
- Author(s)
  青木康憲, 速水謙, 小長谷明彦
- Organizer
  日本応用数理学会2010年度年会
- Place of Presentation
  明治大学駿河台キャンパス
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 特異な系に対するクリロフ部分空間法2010
- Author(s)
  速水謙
- Organizer
  2010年度数値解析研究集会
- Place of Presentation
  国立信州高遠青少年自然の家
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Iterative preconditioners for least squares problems2010
- Author(s)
  Morikuni, K., Hayami, K
- Organizer
  15^<th> International Congress on Computational and Applied Mathematics (ICCAM 2010)
- Place of Presentation
  Leuven, Belgium
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner iteration preconditioning for least squares problems2010
- Author(s)
  保國恵一, 速水謙
- Organizer
  日本応用数理学会2010年度年会ポスターセッション
- Place of Presentation
  明治大学駿河台キャンパス
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 特異な系に対するクリロフ部分空間法2010
- Author(s)
  速水謙
- Organizer
  2010年度数値解析研究集会
- Place of Presentation
  国立信州高遠青少年自然の家(特別講演)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-Iteration Preconditioners for Least Squares Problems2010
- Author(s)
  Hayami, K., Morikuni, K.
- Organizer
  Applied Mathematics International Conference 2010 (AMIC 2010) & The 6^<th> East Asia SIAM Conference 2010 (EASIAM)
- Place of Presentation
  Kuala Lumpur, Malaysia(招待講演)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗問題に対するSOR内部反復前処理2010
- Author(s)
  保國恵一, 速水謙
- Organizer
  日本応用数理学会「行列・固有値の解法とその応用」研究部会,第10回研究会
- Place of Presentation
  国立情報学研究所
- Year and Date
  2010-11-24
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗法を用いた劣決定逆問題数値解法の開発と薬物動態モデルへの応用2010
- Author(s)
  青木康憲, 速水謙, 小長谷明彦
- Organizer
  日本応用数理学会「行列・固有値の解法とその応用」研究部会,第10回研究会
- Place of Presentation
  国立情報学研究所
- Year and Date
  2010-11-24
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 平野法の拡張による非線形連立方程式の数値解法2010
- Author(s)
  石井政行, 布広永示, 速水謙
- Organizer
  日本応用数理学会2010年度年会ポスターセッション
- Place of Presentation
  明治大学駿河台キャンパス
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-Iteration Preconditioners for Least Squares Problems2010
- Author(s)
  Morikuni, K. and Hayami, K.
- Organizer
  The 6th East Asia SIAM Conference 2010(EASIAM)
- Place of Presentation
  Kuala Lumpur, Malaysia
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Inner-Iteration Preconditioners for Least Squares Problems2010
- Author(s)
  Morikuni, K., Hayami, K.
- Organizer
  The Third International Conference on Numerical Algebra and Scientific Computing (NASC10)
- Place of Presentation
  Beijing(招待講演)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Preconditioning Krylov subspace methods using inner iterations for least squares problems2009
- Author(s)
  Morikuni, K., Cui, X., Hayami, K.
- Organizer
  GAMM Workshop : Applied and Numerical Linear Algebra
- Place of Presentation
  ETH Zurich(スイス)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗問題に対する内部反復による前処理2009
- Author(s)
  保國惠一, Cui, X., 速水謙
- Organizer
  第38回数値解析シンポジウム講演予稿集pp.41-44
- Place of Presentation
  熱川ハイツ(静岡)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Application of the preconditioned GMRES method to the interior point method2009
- Author(s)
  Cui, X., Hayami, K., Yin, J.-F.
- Organizer
  第38回数値解析シンポジウム講演予稿集pp.49-52
- Place of Presentation
  熱川ハイツ(静岡)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] A geometric view of Krylov subspace methods on singular systems2009
- Author(s)
  Hayami, K., Sugihara, M., Yin, J.-F.
- Organizer
  SIAM Conference on Applied Linear Algebra, Abstracts, p.80
- Place of Presentation
  Seaside, California
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 最小二乗問題に対するクリロフ部分空間法への内部反復による前処理2009
- Author(s)
  保國惠一, 速水謙
- Organizer
  日本応用数理学会2009年度年会講演予稿集pp.173-174
- Place of Presentation
  大阪大学豊中キャンパス
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] A Geometric View of Krylov Subspace Methods on Singular Systems2009
- Author(s)
  Hayami, K., Sugihara, M.
- Organizer
  International Conference on Engineering and Computational Mathematics(ECM2009)
- Place of Presentation
  The Hong Kong Polytechnic University
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] 特異な系に対するクリロフ部分空間法の幾何学的解釈2009
- Author(s)
  速水謙
- Organizer
  第38回数値解析シンポジウム講演予稿集p.53
- Place of Presentation
  熱川ハイツ(静岡)
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] A Geometric View of Krylov Subspace Methods on Singular Systems2009
- Author(s)
  Hayami, K. and Sugihara, M.
- Organizer
  International Conference on Engineering and Computational Mathematics
- Place of Presentation
  Hong Kong
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] A geometric view of Krylov subspace methods on singular systems2009
- Author(s)
  Hayami, K., Sugihara, M. and Yin, J.-F.
- Organizer
  2009 SIAM Conference on Applied Linear Algebra
- Place of Presentation
  Seaside, California
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Greville's method for preconditioning least squares problems2009
- Author(s)
  Cui, X., Hayami, K., Yin, J.-F.
- Organizer
  International Conference on Preconditioning Techniques for Scientific and Industrial Applications
- Place of Presentation
  Hong Kong
- Data Source
  KAKENHI-PROJECT-21560072
[Presentation] Generalized approximate inverse preconditioners for least squares problems2008
- Author(s)
  Cui, X., Hayami, K.
- Organizer
  9th IMACS International Symposium on Iterative Methods in Scientific Computing
- Place of Presentation
  Lille, France.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] My memories of Professor Golub and the history of the least squares method2008
- Author(s)
  Hayami, K.
- Organizer
  Gene Golub Around The World
- Place of Presentation
  筑波
- Year and Date
  2008-02-29
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Generalized approximate inverse preconditioners for least squares problems2008
- Author(s)
  Cui, X. and Hayami, K.
- Organizer
  9th IMACS International Symposium on Iterative Methods in Scientific Computing, Book of Abstracts, p.21
- Place of Presentation
  Lille, France
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] 社会に生きる数学-"数学者"ガウスに学ぶ-2008
- Author(s)
  速水謙
- Organizer
  社会に生きる数学-"数学者"ガウスに学ぶ-
- Place of Presentation
  東京
- Year and Date
  2008-02-12
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Approximate generalized inverse preconditioners for least squares problems2007
- Author(s)
  Cui, X., and Hayami, K.
- Organizer
  第4回研究会日本応用数理学会「行列・固有値問題の解法とその応用」研究部会
- Place of Presentation
  東京大学理学部
- Year and Date
  2007-11-22
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Preconditioned Krylov subspace iterative methods for the solution of least-squares problems2007
- Author(s)
  Yin, J.-F. and Hayami, K.,
- Organizer
  2007 International Conference on Preconditioning Techniques for Large Sparse Matrix Problems in Scientific and Industrial Applications
- Place of Presentation
  Toulouse
- Year and Date
  2007-07-09
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Preconditioned Krylov-subspace methods for the solution of least-squares probl2007
- Author(s)
  Yin, J.-F., Bai, Z.-Z., and Hayami, K.,
- Organizer
  6th International Congress on Industrial and Applied Mathematics (ICIAM07),
- Place of Presentation
  Zuerich
- Year and Date
  2007-07-19
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] 前処理付きGMRES法による最小二乗問題の解法2007
- Author(s)
  速水謙, Yin J.-F.
- Organizer
  第36回数値解析シンポジウム講演予稿集, pp.27-30
- Place of Presentation
  湯河原
- Year and Date
  2007-06-19
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Preconditioned GMRES methods for least squares problems (Invited talk)2007
- Author(s)
  Hayami, K. and Yin J.-F.,
- Organizer
  Advanced Workshop on Applied Numerical Algebra
- Place of Presentation
  Ocean University of China, Qingdao
- Year and Date
  2007-04-21
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Preconditioned GMRES methods for least squares problems(Invited talk)2007
- Author(s)
  Hayami, K.
- Organizer
  Advanced Workshop on Applied Numerical Algebra
- Place of Presentation
  Qingdao,China
- Year and Date
  2007-04-21
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Preconditioned GMRES methods for large sparse least-squares problems,2007
- Author(s)
  Yin, J.-F., and Hayami, K.
- Organizer
  日本応用数理学会2007年度年会, 講演予稿集, pp.114-115
- Place of Presentation
  北海道大学工学部
- Year and Date
  2007-09-15
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems2007
- Author(s)
  Hayami, K., Yin, J.-F., and Ito, T.,
- Organizer
  HARRACHOV 2007, Computational Linear Algebra with Applications
- Place of Presentation
  Harrachov, Czech Republic
- Year and Date
  2007-08-23
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Preconditioned Krylov subspace iterative methods for ill-conditioned least squares problems2007
- Author(s)
  Yin, J.-F. and Hayami, K
- Organizer
  第36回数値解析シンポジウム講演予稿集, pp.31-34
- Place of Presentation
  湯河原
- Year and Date
  2007-06-19
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems2007
- Author(s)
  Hayami, K., Yin, J.-E, Ito, T.
- Organizer
  2006, Beijing. HARRACHOV 2007, Computational Linear Algebra with Applications
- Place of Presentation
  Harrachov, Czech Republic.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Krylov subspace methods-Their application to singular systems and least squares problems-(Invited lecture)2007
- Author(s)
  Hayami, K.
- Organizer
  The Second International Summer School on Numerical Linear Algebra
- Place of Presentation
  Lanzhou,China
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Krylov subspace methods-Their application to singular systems and least-squares problems-(Invited lecture)2007
- Author(s)
  Hayami, K.,
- Organizer
  The Second International Summer School on Numerical Linear Algebra
- Place of Presentation
  Lanzhou University, China
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems2007
- Author(s)
  Hayami, K.
- Organizer
  HARRACHOV 2007, Computational Linear Algebra with Applications
- Place of Presentation
  Harrachov,Czech Republic
- Year and Date
  2007-08-22
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] Approximate generalized inverse preconditioner for rectangular matrices2007
- Author(s)
  Cui, X., and Hayami, K.
- Organizer
  日本応用数理学会2007年度年会, 講演予稿集, pp.118-119
- Place of Presentation
  北海道大学工学部
- Year and Date
  2007-09-15
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems(Invited talk)2006
- Author(s)
  Hayami, K., Yin, J.-F., Ito, T.
- Organizer
  The First International Conference on Numerical Algebra and Scientific Computing(NASC06)
- Year and Date
  2006-11-23
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems2006
- Author(s)
  Hayami, K.
- Organizer
  GAMM-SIAM Conference on Applied Linear Algebra
- Place of Presentation
  Duesseldorf,Germany
- Year and Date
  2006-07-25
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] RIF前処理を用いたGMRES法による最小二乗問題の解法2006
- Author(s)
  速水謙
- Organizer
  第2回研究会日本応用数理学会「行列・固有値問題の解法とその応用」研究部会
- Place of Presentation
  東京
- Year and Date
  2006-11-16
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems(Poster Presentation)2006
- Author(s)
  Hayami, K.
- Organizer
  First China-Japan-Korea Joint Conference on Numerical Mathematics
- Place of Presentation
  札幌
- Year and Date
  2006-08-04
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems(Invited talk)2006
- Author(s)
  Hayami, K.
- Organizer
  The First International Conference on Numerical Algebra and Scientific Computing(NASC06)
- Place of Presentation
  Beijing,China
- Year and Date
  2006-10-23
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems2005
- Author(s)
  Hayami, K.
- Organizer
  Joint Workshop on Computational Chemistry and Numerical Analysis(CCNA2005)
- Place of Presentation
  東京
- Year and Date
  2005-12-05
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems2005
- Author(s)
  Hayami, K, Ito, T.
- Organizer
  GAMM-SIAM Conference on Applied Linear Algebra
- Place of Presentation
  Duesseldorf.
- Year and Date
  2005-07-25
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for Least Squares Problems2005
- Author(s)
  Hayami, K.
- Organizer
  Workshop on Numerical Linear Algebra, FoCM(Foundations of Computational Mathematics)2005
- Place of Presentation
  Santander,Spain
- Year and Date
  2005-07-08
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] GMRES methods for least squares problems2005
- Author(s)
  Hayami, K, Ito, T.
- Organizer
  Workshop on Numerical Linear Algebra, FoCM(Foundations of Computational Mathematics)
- Place of Presentation
  Santander, Spain.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560056
[Presentation] 最小二乗問題と反復解法
- Author(s)
  速水謙, 保國惠一
- Organizer
  日本応用数理学会 3部会連携応用数理セミナー
- Place of Presentation
  東京大学工学部
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] 薬物動態モデルにおける劣決定逆問題に対するCluster Newton法とその応用
- Author(s)
  小長谷明彦, 速水謙, 青木康憲, De Sterck, H.
- Organizer
  CREST ワークショップ, 医療画像診断と幾何学・数値解析の接点
- Place of Presentation
  東京大学大学院数理科学研究科
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus Iterative Methods for Least Squares Problems with Nonnegative Constraints,
- Author(s)
  Zheng, N., Hayami, K.*, and Yin, J.-F.,
- Organizer
  The Third China-Russia Conference on Numerical Algebra with Applications
- Place of Presentation
  Jinjiang Hotel, Lanzhou, China
- Year and Date
  2014-07-17 – 2014-07-18
- Invited
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus-type inner-outer iteration methods for nonnegative constrained least squares problems
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.
- Organizer
  The Fifth International Conference on Numerical Algebra and Scientific Computing (NASC 2014)
- Place of Presentation
  Tongji University, Shanghai, China
- Year and Date
  2014-10-25 – 2014-10-29
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Improvements to the Cluster Newton Method for Underdetermined Inverse Problems
- Author(s)
  Gaudreau, P., Hayami, K., Aoki, Y., Safoui, H., and Konagaya, A.,
- Organizer
  生命医薬情報学連合大会(IIBMP2014),
- Place of Presentation
  仙台国際センター(宮城県仙台市）
- Year and Date
  2014-10-02 – 2014-10-04
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus inner-outer iterative method for nonnegative constrained least squares problems
- Author(s)
  Zheng, N., Hayami, K., and Yin, J.-F.,
- Organizer
  日本応用数理学会2014年度年会
- Place of Presentation
  政策研究大学院大学(東京都港区六本木）
- Year and Date
  2014-09-03 – 2014-09-05
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Inner-iteration preconditioning for CG and MINRES-type methods,
- Author(s)
  Morikuni, K., Rozloznik, M., and Hayami, K.,
- Organizer
  The Fifth International Conference on Numerical Algebra and Scientific Computing (NASC 2014),
- Place of Presentation
  Tongji University, Shanghai, China
- Year and Date
  2014-10-25 – 2014-10-29
- Data Source
  KAKENHI-PROJECT-24560082
[Presentation] Modulus iterative methods for least squares problems with nonnegative constraints,
- Author(s)
  Zheng, N., Hayami, K.*, and Yin, J.-F.,
- Organizer
  The 19th International Linear Algebra Society Conference(ILAS2014)
- Place of Presentation
  Sungkyunkwan University, Seoul, Korea
- Year and Date
  2014-08-06 – 2014-08-09
- Data Source
  KAKENHI-PROJECT-24560082

1. IMAI Toshiyuki (90213214)

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2. SUGIHARA Kokichi (40144117)

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3. NISHIDA Tetsushi (80302751)

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4. OKABE Yasunori (30028211)

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5. YAMAMOTO Osami (60200789)

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6. HIYOSHI Hisamoto (40323331)

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7. INAGAKI Hiroshi (40213110)

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8. NARA Takaaki (80353423)

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9. ZHANG Shao-liang (20252273)

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10. OYANAGI Yoshio (60011673)

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11. FUJINO Seiji (40264965)

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12. HASEGAWA Hidehiko (20164824)

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13. ABE Kuniyoshi (10311086)

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14. Tsuchiya Takashi (00188575)

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15. Kobayashi Satoshi (50251707)

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16. Yokomori Takashi (60139722)

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17. Imura Junichi (50252474)

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18. Yannick Rondelez (10548770)

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19. Sugiyama Yuichi (80090471)

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20. 富岡豊 (30188776)

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21. 伊理正夫 (40010722)

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24. 小原敦美 (90221168)

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25. ロウレンソブルノ・フィゲラ (80778720)

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31. 吉門崇 (70535096)

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32. 小山智志 (60805761)

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33. 年本広太 (70740504)

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HAYAMI Ken 速水 謙

速水 謙 ハヤミ ケン

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The fast solution of least squares problems and its applications.Principal Investigator

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Iterative Methods for Least Squares Problems and their Application to Inverse ProblemsPrincipal Investigator

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The Solution of Least Squares Problems Using Krylov Subspace MethodsPrincipal Investigator

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Research on Krylov Subspace Type Iterative Solvers for Large Scale Systems of Equations and Least Squares ProblemsPrincipal Investigator

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Fast Implementation of the Boundary Element Method and its Application to Inverse ProblemsPrincipal Investigator

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The Research on Making the Boundary Element Method Highly Accurate and EfficientPrincipal Investigator

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HAYAMI Ken 速水謙

速水謙ハヤミケン

[Book] ギルバート・ストラング著, 日本応用数理学会監訳, 今井桂子・岡本久監訳幹事, 世界標準MIT教科書ストラング：計算理工学, 第7章大規模連立一次方程式一次方程式の解法2016

[Book] 薩摩順吉, 大石進一, 杉原正顯編, 応用数理ハンドブック, 「最小二乗問題の数値解法」の項目2013

[Book] 応用数理ハンドブック (薩摩順吉, 大石進一, 杉原正顯編), 最小二乗問題の数値解法2013

[Book] 萩原一郎, 田端正久監訳, 計算力学理論ハンドブック,(13章境界要素法と有限要素法の結合)2010