• DocumentCode
    3008927
  • Title

    Fixed point iterations for computing square roots and the matrix sign function of complex matrices

  • Author

    Hasan, Mohammed A. ; Hasan, Ali A. ; Rahman, Syed

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Minnesota Univ., Duluth, MN, USA
  • Volume
    5
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    4253
  • Abstract
    The purpose of this work has been the development of new set of rational iterations for computing square roots and the matrix sign function of complex matrices. Given any positive integer r⩾2, we presented a systematic way of deriving rth order convergent algorithms for matrix square roots, the matrix sign function, invariant subspaces in different half-planes, and the polar decomposition. We have shown, that these iterations are applicable for computing square roots of more general type of matrices than previously reported, such as matrices in which some of its eigenvalues are negative. Also, algorithms for computing square roots and the invariant subspace of a given matrix in any given half-plane are derived
  • Keywords
    eigenvalues and eigenfunctions; fixed point arithmetic; iterative methods; matrix algebra; complex matrices; convergent algorithms; eigenvalues; fixed point iterations; invariant subspaces; matrix sign function; matrix square roots; polar decomposition; rational iterations; square root computation; Control theory; Educational institutions; Eigenvalues and eigenfunctions; Matrix decomposition; Newton method; Postal services; Process control; Riccati equations; Signal processing; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
  • Conference_Location
    Sydney, NSW
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-6638-7
  • Type

    conf

  • DOI
    10.1109/CDC.2001.914567
  • Filename
    914567