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A parallel algorithm for solving band systems and matrix inversion

  • Parallelism Of Numerical Algorithms
  • Conference paper
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Conpar 81 (CONPAR 1981)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 111))

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Abstract

In this paper new parallel algorithms for solving a band system of linear equations with bandwidth 2m+1 and for matrix inversion of such matrix are proposed. The algorithms are based on the simultaneous computation of m band triangular systems differing from each other only at the right-hand side. Thus, a computational complexity of our algorithm for the band system is the same as of a band triangular system solver. A difference is only at the number of processors used. The application of the algorithm for solving the inversion is advantageous if this computation is a part of the solving of system and it is necessary to know only selected rows or columns of the matrix inverse.

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References

  1. Sameh A.H., Kuck D.J., On stable parallel linear system solvers. JACM 25, 1 /1978/, 81–91.

    Article  MATH  MathSciNet  Google Scholar 

  2. Sameh A.H., Brent R.P., Solving triangular system on a parallel computer. SIAM J. Numer. Anal. 6 /1977/, 1101–1113.

    Article  MathSciNet  Google Scholar 

  3. Chen S.C., Kuck D.J., Sameh A.H., Practical parallel band triangular system solvers. ACM Tran. on Math. Software, 3 /1978/, 270–277.

    Article  MathSciNet  Google Scholar 

  4. Chen S.CH., Kuck D.J., Time parallel processors bounds for linear recurrence systems. IEEE Trans. on Comp. 24, 7 /1975/, 701–717.

    MATH  MathSciNet  Google Scholar 

  5. Stone H.S., An efficient parallel algorithm for the solution of a tridiagonal linear system of equations. JACM 20, 1 /1973/, 27–38.

    Article  MATH  Google Scholar 

  6. Evans D.J., Hatzopoulos M.A., A parallel linear system solver. Intern. J. Computer Math. 7 /1979/ 227–238.

    MATH  MathSciNet  Google Scholar 

  7. Bank R.E., Rose D.J., An 0(n2) method for solving constant coefficient boundary value problems in two dimensions. SIAM J. Numer. Anal. 12, 4 /1975/, 529–540.

    Article  MATH  MathSciNet  Google Scholar 

  8. Buzbee B.L., A capacitance matrix technique. In sparse matrix computations, J.R. Bunch and D.J. Rose, Ed., Academic Press, New York, 1976.

    Google Scholar 

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Authors and Affiliations

Authors

Editor information

W. Brauer P. Brinch Hansen D. Gries C. Moler G. Seegmüller J. Stoer N. Wirth Wolfgang Händler

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© 1981 Springer-Verlag Berlin Heidelberg

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Halada, L. (1981). A parallel algorithm for solving band systems and matrix inversion. In: Brauer, W., et al. Conpar 81. CONPAR 1981. Lecture Notes in Computer Science, vol 111. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0105135

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  • DOI: https://doi.org/10.1007/BFb0105135

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-10827-6

  • Online ISBN: 978-3-540-38715-2

  • eBook Packages: Springer Book Archive

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