QMRCGstab Algorithm for Families of Shifted Linear Systems

被引:1
|
作者
Meng, Jing [1 ]
Zhu, Pei-yong [1 ]
Li, Hou-Biao [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Math Sci, Chengdu 610054, Peoples R China
关键词
QCD; Shifted linear systems; Krylov subspace methods; Shifted BiCGstab; SQMRCGstab; Complex non-Hermitian matrix; BICGSTAB(L);
D O I
10.1109/CIS.2013.64
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study is mainly focused on iterative solutions to shifted linear systems arising from a Quantum Chromodynamics (QCD) problem. For solving such systems efficiently, we explore a new shifted QMRCGstab (SQMRCGstab) method, which is derived by extending the quasi-minimum residual to the shifted BiCGstab. The shifted QMRCGstab method takes advantage of the shifted invariant property, so that it could handle multiple shifts simultaneously using only as many matrix-vector multiplications as the solution of a single system required. Moreover, the SQMRCGstab achieves a smoothing of the residual compared to the shifted BiCGstab, and the SQMRCGstab is more competitive than the MS-QMRIDR(s) and the shifted BiCGstab on the QCD problem. Numerical examples show the efficiency of the method when one applies it to the real problems.
引用
收藏
页码:272 / 276
页数:5
相关论文
共 50 条
  • [1] BiCGStab(ℓ) for Families of Shifted Linear Systems
    A. Frommer
    Computing, 2003, 70 : 87 - 109
  • [2] BiCGStab(l) for families of shifted linear systems
    Frommer, A
    COMPUTING, 2003, 70 (02) : 87 - 109
  • [3] Recycling BiCG for families of shifted linear systems
    Meng, Jing
    Li, Hou-Biao
    2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2015, : 86 - 90
  • [4] BiCR-type methods for families of shifted linear systems
    Gu, Xian-Ming
    Huang, Ting-Zhu
    Meng, Jing
    Sogabe, Tomohiro
    Li, Hou-Biao
    Li, Liang
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2014, 68 (07) : 746 - 758
  • [5] LINEAR CONVERGENCE IN THE SHIFTED QR ALGORITHM
    BATTERSON, S
    DAY, D
    MATHEMATICS OF COMPUTATION, 1992, 59 (199) : 141 - 151
  • [6] A parallel version of QMRCGSTAB method for large linear systems in distributed parallel environments
    Liu, XP
    Gu, TX
    Hang, XD
    Sheng, ZQ
    APPLIED MATHEMATICS AND COMPUTATION, 2006, 172 (02) : 744 - 752
  • [7] Restarted GMRES for the Shifted Linear Systems
    Frommer, A.
    Glaessner, U.
    SIAM Journal on Scientific Computing, 19 (01):
  • [8] Filtering for linear systems with shifted noises
    Bashirov, AE
    INTERNATIONAL JOURNAL OF CONTROL, 2005, 78 (07) : 521 - 529
  • [9] Restarted GMRES for shifted linear systems
    Frommer, A
    Glassner, U
    SIAM JOURNAL ON SCIENTIFIC COMPUTING, 1998, 19 (01): : 15 - 26
  • [10] Accurate conjugate gradient methods for families of shifted systems
    van den Eshof, J
    Sleijpen, GLG
    APPLIED NUMERICAL MATHEMATICS, 2004, 49 (01) : 17 - 37