• DocumentCode
    2510794
  • Title

    Systolic rank updating and the solution of non-linear equations

  • Author

    Megson, G.M.

  • Author_Institution
    Comput. Lab., Newcastle upon Tyne Univ., UK
  • fYear
    1991
  • fDate
    30 Apr-2 May 1991
  • Firstpage
    344
  • Lastpage
    351
  • Abstract
    A systolic array for performing rank-m updates to a given matrix whose inverse is known using the Sherman-Morrison-Woodbury formula is presented. The array can perform a rank-m update of an n×n matrix in 6n+3m steps which includes input and output time and requires O(n2+m2) cells. The design computes in three phases consisting of two pipelined Faddeev operations to compute the Schur complement of a particular matrix. Each phase is pipelined and overlapped with the others to provide high throughput. An extension to the basic array is given which shows how the feedback can be used to solve nonlinear equations using the Quasi-Newton Broyden algorithm
  • Keywords
    mathematics computing; nonlinear equations; parallel architectures; systolic arrays; Quasi-Newton Broyden algorithm; Schur complement; Sherman-Morrison-Woodbury formula; feedback; n×n matrix; nonlinear equations solution; pipelined Faddeev operations; rank-m update; systolic array; systolic rank updating; Concurrent computing; Feedback; Laboratories; Manufacturing processes; Nonlinear equations; Poles and towers; Systolic arrays; Technological innovation; Throughput; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel Processing Symposium, 1991. Proceedings., Fifth International
  • Conference_Location
    Anaheim, CA
  • Print_ISBN
    0-8186-9167-0
  • Type

    conf

  • DOI
    10.1109/IPPS.1991.153801
  • Filename
    153801