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Volumn 4487 LNCS, Issue , 2007, Pages 302-309

Neural networks for predicting the behavior of preconditioned iterative solvers

Author keywords

Iterative methods; Neural networks; Preconditioners

Indexed keywords

ITERATIVE METHODS; LINEAR SYSTEMS; PROBLEM SOLVING;

EID: 37249082693     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72584-8_39     Document Type: Conference Paper
Times cited : (15)

References (13)
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    • Solvability prediction of sparse matrices with matrix structure-based preconditioners
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    • S. Xu and J. Zhang.: Solvability prediction of sparse matrices with matrix structure-based preconditioners. In Proceedings of Preconditioning 2005, Atlanta, Georgia (May 2005)
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    • Xu, S.1    Zhang, J.2
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    • T. Davis.: University of Florida sparse matrix collection. NA Digest, 92, No. 42 (Oct. 16, 1994) and NA Digest, 96, No. 28 (Jul. 23, 1996) and NA Digest, 97, No. 23 (June 7, 1997) Available at: http://www.cise.ufl. edu/research/sparse/matrices/.
    • T. Davis.: University of Florida sparse matrix collection. NA Digest, Vol. 92, No. 42 (Oct. 16, 1994) and NA Digest, Vol. 96, No. 28 (Jul. 23, 1996) and NA Digest, Vol. 97, No. 23 (June 7, 1997) Available at: http://www.cise.ufl. edu/research/sparse/matrices/.
  • 8
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    • T.-Y. Chen.: ILUTP_Mem: A space-efficient incomplete LU preconditioner. In A.Laganà,M. L. Gavrilova, V. Kumar, Y. Mun, C. J. K. Tan, and O. Gervasi (eds.), Proceedings of the 2004 International Conference on Computational Science and its Applications, 3046 of LNCS. (2004) 31-39
    • T.-Y. Chen.: ILUTP_Mem: A space-efficient incomplete LU preconditioner. In A.Laganà,M. L. Gavrilova, V. Kumar, Y. Mun, C. J. K. Tan, and O. Gervasi (eds.), Proceedings of the 2004 International Conference on Computational Science and its Applications, volume 3046 of LNCS. (2004) 31-39
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    • GMRES: A generalized minimal residual algorithm for solving nonsymmetric linear systems
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    • Y. Saad and M. H. Schultz.: GMRES: A generalized minimal residual algorithm for solving nonsymmetric linear systems. SIAM J. Sci. Stat. Comput. 7(3) (July 1986) 856-869
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    • Saad, Y.1    Schultz, M.H.2
  • 10
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    • The design and use of algorithms for permuting large entries to the diagonal of sparse matrices
    • I. S. Duff and J. Koster.: The design and use of algorithms for permuting large entries to the diagonal of sparse matrices. SIAM J. Matrix Anal. Appl. 20(4) (1999) 889-901
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    • On algorithms for permuting large entries to the diagonal of a sparse matrix
    • I. S. Duff and J. Koster.: On algorithms for permuting large entries to the diagonal of a sparse matrix. SIAM J. Matrix Anal. Appl. 22(4)(2001) 973-996.
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    • T. Davis, J. Gilbert, S. Larimore, and E. Ng.: Algorithm 836: COLAMD, a column approximate minimum degree ordering algorithm. ACM Trans, on Math. Softw. 30(3) (September 2004) 377-380
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