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Recursive Version of LU Decomposition

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Numerical Analysis and Its Applications (NAA 2000)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1988))

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Abstract

The effective use of the cache memories of the processors is a key component of obtaining high performance algorithms and codes, including here algorithms and codes for parallel computers with shared and distributed memories. The recursive algorithms seem to be a tool for such an action. Unfortunately, worldwide used programming language FORTRAN 77 does not allow explicit recursion. The paper presents a recursive version of LU factorization algorithm for general matrices using FORTRAN 90. FORTRAN 90 allows writing recursive procedures and the recursion is automatic as it is a duty of the compiler. Usually, recursion speeds up the algorithms. The recursive versions reported in the paper are some modification of the LAPACK algorithms and they transform some basic linear algebra operations from BLAS level 2 to BLAS level 3.

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References

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© 2001 Springer-Verlag Berlin Heidelberg

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Georgiev, K., Waśniewski, J. (2001). Recursive Version of LU Decomposition. In: Vulkov, L., Yalamov, P., Waśniewski, J. (eds) Numerical Analysis and Its Applications. NAA 2000. Lecture Notes in Computer Science, vol 1988. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45262-1_38

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  • DOI: https://doi.org/10.1007/3-540-45262-1_38

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-41814-6

  • Online ISBN: 978-3-540-45262-1

  • eBook Packages: Springer Book Archive

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