• DocumentCode
    3644533
  • Title

    A more efficient arrangement of the sparse LU factorization for the large-scale circuit analysis

  • Author

    Josef Dobeš;David Černý;Abhimanyu Yadav

  • Author_Institution
    Czech Technical University in Prague, Faculty of Electrical Engineering, Department of Radio Engineering, Technická
  • fYear
    2011
  • Firstpage
    416
  • Lastpage
    421
  • Abstract
    In the paper, an efficient and reliable algorithm for solving the circuit nonlinear algebraic-differential equations based on a sophisticated arrangement of Newton interpolation polynomial is characterized first. After that, a novel method is introduced for improving the convergence with four suggested criteria that are being compared. Unlike the similar algorithms focused on an operating point analysis only, the proposed method also works in a transient analysis. For enhancing the efficiency of repeated solutions of linear systems necessary in the Newton-Raphson method, a novel modification of the Markowitz criterion is suggested, which is compatible with the fast modes of the LU factorization. The modified criterion consists in an estimation of probabilities of the fill-in enlargement. The probabilities are determined for all columns of the system matrix before the LU factorization, where the column probability is calculated as the average value of the probabilities for all the column elements. Finally, the columns are reordered so that first and last should be those with the minimum and maximum probabilities, respectively. As a verification of this fundamental proposal of the paper, a comprehensive set of numerical tests has been carried out.
  • Keywords
    "Transient analysis","Interpolation","Vectors","Finite wordlength effects","Algorithm design and analysis","Polynomials"
  • Publisher
    ieee
  • Conference_Titel
    VLSI and System-on-Chip (VLSI-SoC), 2011 IEEE/IFIP 19th International Conference on
  • Print_ISBN
    978-1-4577-0171-9
  • Type

    conf

  • DOI
    10.1109/VLSISoC.2011.6081619
  • Filename
    6081619