Skip to main content
Erschienen in: BIT Numerical Mathematics 2/2016

01.06.2016

Accelerated SOR-like method for augmented linear systems

verfasst von: Patrick Njue Njeru, Xue-Ping Guo

Erschienen in: BIT Numerical Mathematics | Ausgabe 2/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

By accelerating the SOR-like method by two parameters alpha and omega, we propose an accelerated SOR-like (ASOR) method for solving the augmented linear systems. The convergence of the ASOR method is discussed under suitable restrictions on the iteration parameters alpha and omega, and the experimental optimal values of the iteration parameters are determined. Numerical results are presented to show the efficiency of the ASOR method when the iteration parameters alpha and omega are suitably chosen.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Bai, Z.-Z.: Structured preconditioners for nonsingular matrices of block two-by-two structures. Math. Comput. 75, 791–815 (2006)MathSciNetCrossRefMATH Bai, Z.-Z.: Structured preconditioners for nonsingular matrices of block two-by-two structures. Math. Comput. 75, 791–815 (2006)MathSciNetCrossRefMATH
2.
Zurück zum Zitat Bai, Z.-Z.: Optimal parameters in the HSS-like methods for saddle-point problems. Numer. Linear Algebra Appl. 16, 447–479 (2009)MathSciNetCrossRefMATH Bai, Z.-Z.: Optimal parameters in the HSS-like methods for saddle-point problems. Numer. Linear Algebra Appl. 16, 447–479 (2009)MathSciNetCrossRefMATH
3.
Zurück zum Zitat Bai, Z.-Z., Golub, G.H.: Accelerated Hermitian and skew-Hermitian splitting iteration methods for saddle point problems. IMA J. Numer. Anal. 27, 1–23 (2007)MathSciNetCrossRefMATH Bai, Z.-Z., Golub, G.H.: Accelerated Hermitian and skew-Hermitian splitting iteration methods for saddle point problems. IMA J. Numer. Anal. 27, 1–23 (2007)MathSciNetCrossRefMATH
4.
Zurück zum Zitat Bai, Z.-Z., Golub, G.H., Li, C.-K.: Convergence properties of preconditioned Hermitian and skew-Hermitian splitting method for non-Hermitian positive-definite linear systems. Math. Comput. 76, 287–298 (2007)MathSciNetCrossRefMATH Bai, Z.-Z., Golub, G.H., Li, C.-K.: Convergence properties of preconditioned Hermitian and skew-Hermitian splitting method for non-Hermitian positive-definite linear systems. Math. Comput. 76, 287–298 (2007)MathSciNetCrossRefMATH
5.
Zurück zum Zitat Bai, Z.-Z., Golub, G.H., Ng, M.K.: Hermitian and skew-Hermitian splitting method for non-Hermitian positive-definite linear systems. SIAM J. Matrix Anal. Appl. 24, 603–626 (2003)MathSciNetCrossRefMATH Bai, Z.-Z., Golub, G.H., Ng, M.K.: Hermitian and skew-Hermitian splitting method for non-Hermitian positive-definite linear systems. SIAM J. Matrix Anal. Appl. 24, 603–626 (2003)MathSciNetCrossRefMATH
6.
Zurück zum Zitat Bai, Z.-Z., Golub, G.H., Pan, J.-Y.: Preconditioned Hermitian and skew-Hermitian splitting methods for non-Hermitian positive semidefinite linear systems. Numer. Math. 98, 1–32 (2004)MathSciNetCrossRefMATH Bai, Z.-Z., Golub, G.H., Pan, J.-Y.: Preconditioned Hermitian and skew-Hermitian splitting methods for non-Hermitian positive semidefinite linear systems. Numer. Math. 98, 1–32 (2004)MathSciNetCrossRefMATH
7.
Zurück zum Zitat Bai, Z.-Z., Parlett, B.N., Wang, Z.-Q.: On generalized successive overrelaxation methods for augmented linear systems. Numer. Math. 102, 1–38 (2005)MathSciNetCrossRefMATH Bai, Z.-Z., Parlett, B.N., Wang, Z.-Q.: On generalized successive overrelaxation methods for augmented linear systems. Numer. Math. 102, 1–38 (2005)MathSciNetCrossRefMATH
8.
Zurück zum Zitat Bai, Z.-Z., Wang, Z.-Q.: On parameterized inexact Uzawa methods for generalized saddle point problems. Linear Algebra Appl. 428, 2900–2932 (2008)MathSciNetCrossRefMATH Bai, Z.-Z., Wang, Z.-Q.: On parameterized inexact Uzawa methods for generalized saddle point problems. Linear Algebra Appl. 428, 2900–2932 (2008)MathSciNetCrossRefMATH
9.
Zurück zum Zitat Benzi, M., Golub, G.H.: A preconditioner for generalized saddle point problems. SIAM J. Matrix Anal. Appl. 26, 20–41 (2004)MathSciNetCrossRefMATH Benzi, M., Golub, G.H.: A preconditioner for generalized saddle point problems. SIAM J. Matrix Anal. Appl. 26, 20–41 (2004)MathSciNetCrossRefMATH
10.
Zurück zum Zitat Chao, Z., Zhang, N., Lu, Y.-Z.: Optimal parameters of the generalized symmetric SOR method for augmented systems. J. Comput. Appl. Math. 266, 52–60 (2014)MathSciNetCrossRefMATH Chao, Z., Zhang, N., Lu, Y.-Z.: Optimal parameters of the generalized symmetric SOR method for augmented systems. J. Comput. Appl. Math. 266, 52–60 (2014)MathSciNetCrossRefMATH
11.
Zurück zum Zitat Darvishi, M.T., Hessari, P.: A modified symmetric successive overrelaxation method for augmented systems. Comput. Math. Appl. 61, 3128–3135 (2011)MathSciNetCrossRefMATH Darvishi, M.T., Hessari, P.: A modified symmetric successive overrelaxation method for augmented systems. Comput. Math. Appl. 61, 3128–3135 (2011)MathSciNetCrossRefMATH
12.
Zurück zum Zitat Darvishi, M.T., Hessari, P.: Symmetric SOR method for augmented systems. Appl. Math. Comput. 183, 409–415 (2006)MathSciNetMATH Darvishi, M.T., Hessari, P.: Symmetric SOR method for augmented systems. Appl. Math. Comput. 183, 409–415 (2006)MathSciNetMATH
13.
Zurück zum Zitat Elman, H.C., Silvester, D.J.: Fast nonsymmetric iterations and preconditioning for Navier–Stokes equations. SIAM J. Sci. Comput. 17, 33–46 (1996)MathSciNetCrossRefMATH Elman, H.C., Silvester, D.J.: Fast nonsymmetric iterations and preconditioning for Navier–Stokes equations. SIAM J. Sci. Comput. 17, 33–46 (1996)MathSciNetCrossRefMATH
14.
Zurück zum Zitat Elman, H.C., Silvester, D.J., Wathen, A.J.: Finite Elements and Fast Iterative Solvers: With Applications in Incompressible Fluid Dynamics. Oxford University Press, New York (2005)MATH Elman, H.C., Silvester, D.J., Wathen, A.J.: Finite Elements and Fast Iterative Solvers: With Applications in Incompressible Fluid Dynamics. Oxford University Press, New York (2005)MATH
15.
Zurück zum Zitat Fischer, B., Ramage, A., Silvester, D.J., Wathen, A.J.: Minimum residual methods for augmented systems. BIT 38, 527–543 (1998)MathSciNetCrossRefMATH Fischer, B., Ramage, A., Silvester, D.J., Wathen, A.J.: Minimum residual methods for augmented systems. BIT 38, 527–543 (1998)MathSciNetCrossRefMATH
17.
18.
Zurück zum Zitat Li, C.-J., Li, B.-J., Evans, D.J.: A generalized successive overrelaxation method for the least squares problems. BIT 38, 347–356 (1998)MathSciNetCrossRefMATH Li, C.-J., Li, B.-J., Evans, D.J.: A generalized successive overrelaxation method for the least squares problems. BIT 38, 347–356 (1998)MathSciNetCrossRefMATH
19.
Zurück zum Zitat Li, C.-J., Li, Z., Evans, D.J., Zhang, T.: A note on an SOR-like method for augmented systems. IMA J. Numer. Anal. 23, 581–592 (2003)MathSciNetCrossRefMATH Li, C.-J., Li, Z., Evans, D.J., Zhang, T.: A note on an SOR-like method for augmented systems. IMA J. Numer. Anal. 23, 581–592 (2003)MathSciNetCrossRefMATH
20.
Zurück zum Zitat Martins, M.M., Yousif, W., Santos, J.L.: A variant of the AOR method for augmented systems. Math. Comput. 81, 399–417 (2012)MathSciNetCrossRefMATH Martins, M.M., Yousif, W., Santos, J.L.: A variant of the AOR method for augmented systems. Math. Comput. 81, 399–417 (2012)MathSciNetCrossRefMATH
21.
Zurück zum Zitat Salkuyeh, D.K., Shamsi, S., Sadeghi, A.: An improved symmetric SOR iterative method for augmented systems. Tamkang J. Math. 43, 479–490 (2012)MathSciNetMATH Salkuyeh, D.K., Shamsi, S., Sadeghi, A.: An improved symmetric SOR iterative method for augmented systems. Tamkang J. Math. 43, 479–490 (2012)MathSciNetMATH
22.
Zurück zum Zitat Santos, C.H., Sival, B.P., Yuan, J.-Y.: Block SOR method for rank deficient least squares problems. Comput. Appl. Math. 100, 1–9 (1998)MathSciNetCrossRefMATH Santos, C.H., Sival, B.P., Yuan, J.-Y.: Block SOR method for rank deficient least squares problems. Comput. Appl. Math. 100, 1–9 (1998)MathSciNetCrossRefMATH
23.
Zurück zum Zitat Shao, X.-H., Zheng, L., Li, C.-J.: Modified SOR-like method for augmented systems. Int. J. Comput. Math. 84, 1653–1662 (2007)MathSciNetCrossRefMATH Shao, X.-H., Zheng, L., Li, C.-J.: Modified SOR-like method for augmented systems. Int. J. Comput. Math. 84, 1653–1662 (2007)MathSciNetCrossRefMATH
24.
Zurück zum Zitat Wang, X.-M.: Convergence for a general form of the GAOR method and its application to the MSOR method. Linear Algebra Appl. 196, 105–123 (1994)MathSciNetCrossRefMATH Wang, X.-M.: Convergence for a general form of the GAOR method and its application to the MSOR method. Linear Algebra Appl. 196, 105–123 (1994)MathSciNetCrossRefMATH
25.
Zurück zum Zitat Wright, S.: Stability of augmented systems factorizations in interior-point methods. SIAM Matrix Anal. Appl. 18, 191–222 (1997)CrossRefMATH Wright, S.: Stability of augmented systems factorizations in interior-point methods. SIAM Matrix Anal. Appl. 18, 191–222 (1997)CrossRefMATH
26.
Zurück zum Zitat Wu, S.-L., Huang, T.-Z., Zhao, X.-L.: A modified SSOR iterative method for augmented systems. J. Comput. Appl. Math. 228, 424–433 (2009)MathSciNetCrossRefMATH Wu, S.-L., Huang, T.-Z., Zhao, X.-L.: A modified SSOR iterative method for augmented systems. J. Comput. Appl. Math. 228, 424–433 (2009)MathSciNetCrossRefMATH
28.
Zurück zum Zitat Young, D.M.: Iterative Solutions of Large Linear Systems. Academic Press, New York (1971) Young, D.M.: Iterative Solutions of Large Linear Systems. Academic Press, New York (1971)
29.
Zurück zum Zitat Zhang, G.-F., Lu, Q.-H.: On generalized symmetric SOR method for augmented systems. J. Comput. Appl. Math. 219, 51–58 (2008)MathSciNetCrossRefMATH Zhang, G.-F., Lu, Q.-H.: On generalized symmetric SOR method for augmented systems. J. Comput. Appl. Math. 219, 51–58 (2008)MathSciNetCrossRefMATH
Metadaten
Titel
Accelerated SOR-like method for augmented linear systems
verfasst von
Patrick Njue Njeru
Xue-Ping Guo
Publikationsdatum
01.06.2016
Verlag
Springer Netherlands
Erschienen in
BIT Numerical Mathematics / Ausgabe 2/2016
Print ISSN: 0006-3835
Elektronische ISSN: 1572-9125
DOI
https://doi.org/10.1007/s10543-015-0571-z

Weitere Artikel der Ausgabe 2/2016

BIT Numerical Mathematics 2/2016 Zur Ausgabe

Premium Partner