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A Parallel Krylov-Type Method for Nonsymmetric Linear Systems

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2228))

Abstract

Parallel Krylov (S-step and block) iterative methods for linear systems have been studied and implemented in the past. In this article we present a parallel Krylov method based on block s-step method for nonsymmetric linear systems. Wederive two new averaging algorithm to combine several approximations to the solution of a single linear system using the block method with multiple initial guesses. We implement the new methods with ILU preconditioners on a parallel computer. We test the accuracy and present performance results.

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References

  1. Axelsson, O.: Iterative Solution Methods. Cambridge University Press, (1996)

    Google Scholar 

  2. Broyden, C.G.: Block Conjugate Gradient Methods. Optimization methods and Software, 2(1993) 1–17

    Article  Google Scholar 

  3. Calvetti, D., Reichel L.: Application of a block modified Chebyshev algorithm to the iterative solution of symmetric linear systems with multiple right-hand side vectors. Numer. Math. 68(1994), 3–16

    Article  MATH  MathSciNet  Google Scholar 

  4. Chronopoulos, A.T.: S-step Iterative Methods for (Non)symmetric (In)definite Linear Systems. SIAM J. on Num. Analysis, No. 6, 28(1991) 1776–1789.

    Article  MATH  MathSciNet  Google Scholar 

  5. Chronopoulos, A.T., Swanson, C.D.: Parallel Iterative S-step Methods for Unsymmetric Linear Systems. Parallel Computing. Volume 22/5, (1996) 623–641

    Article  MATH  MathSciNet  Google Scholar 

  6. Hackbush, W.: A parallel variant of the conjugate gradient method. Applied Mathematical Sciences, 95. Springer-Verlag, New-York, (1994) 111–119

    Google Scholar 

  7. Meurant, G.: Computer Solution of Large Linear Systems. Elsevier (1999)

    Google Scholar 

  8. Nikishin, A.A., Yeremin, A.Y.: Variable block CG algorithms for solving large sparse symmetric positive definite linear systems on parallel computers, I: General iterative scheme. SIAM J. Matrix Anal. Appl. 16(1995) 1135–1153

    Article  MATH  MathSciNet  Google Scholar 

  9. Papadrakakis M., Smerou, S.: A new implementation of the Lanczos method in linear problems. Internat. J. Numer. Methods Engrg., 29(1990) 141–159

    Article  MATH  MathSciNet  Google Scholar 

  10. Parlett, B.N.: A new look at the Lanczos and the block-Lanczos methods. SIAM J. Numer. Anal., 17(1980) 687–706

    Article  MathSciNet  Google Scholar 

  11. Radicati di Brozolo, G., Robert, Y.: Parallel conjugate gradient-like algorithms for sparse nonsymmetric systems on a vector multiprocessor. Parallel Computing, 11(1989) 223–239

    Article  MATH  MathSciNet  Google Scholar 

  12. Sadkane, M., Vital, B.: Davidson’s Method for Linear Systems of Equations. Implementation of a Block Algorithm on a Multi-processor. Tech. Rept. TR/PA/91/60, CERFACS, Toulouse, (1991)

    Google Scholar 

  13. Simon, H., Yeremin, A.: New Approach to Construction of Efficient Iterative Schemes for Massively Parallel Applications: Variable Block CG and BiCG Methods and Variable Block Arnoldi Procedure. Proc. of the 6th SIAM Conference on Parallel Proc. for Scientific Computing, ed. by R. Sincovec et al., SIAM, Philadelphia, (1993) 57–60

    Google Scholar 

  14. Simoncini, V., Gallopoulos, E.: An iterative method for nonsymmetric systems with multiple right hand sides. SIAM J. Sci. Stat. Comput., 16(1995) 917–933

    Article  MATH  MathSciNet  Google Scholar 

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© 2001 Springer-Verlag Berlin Heidelberg

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Chronopoulos, A.T., Kucherov, A.B. (2001). A Parallel Krylov-Type Method for Nonsymmetric Linear Systems. In: Monien, B., Prasanna, V.K., Vajapeyam, S. (eds) High Performance Computing — HiPC 2001. HiPC 2001. Lecture Notes in Computer Science, vol 2228. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45307-5_10

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  • DOI: https://doi.org/10.1007/3-540-45307-5_10

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-43009-4

  • Online ISBN: 978-3-540-45307-9

  • eBook Packages: Springer Book Archive

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