• DocumentCode
    1402111
  • Title

    Approximating the spectral radius of sets of matrices in the max-algebra is NP-hard

  • Author

    Blondel, Vincent D. ; Gaubert, Stéphane ; Tsitsiklis, John N.

  • Author_Institution
    Div. of Appl. Math., Univ. Catholique de Louvain, Belgium
  • Volume
    45
  • Issue
    9
  • fYear
    2000
  • fDate
    9/1/2000 12:00:00 AM
  • Firstpage
    1762
  • Lastpage
    1765
  • Abstract
    The lower and average spectral radii measure, respectively, the minimal and average growth rates of long products of matrices taken from a finite set. The logarithm of the average spectral radius is traditionally called the Lyapunov exponent. When one performs these products in the max-algebra, we obtain quantities that measure the performance of discrete event systems. We show that approximating the lower and average max-algebraic spectral radii is NP-hard
  • Keywords
    computational complexity; discrete event systems; matrix algebra; Lyapunov exponent; NP-hard problem; average growth rates; max-algebra; minimal growth rates; spectral radii measure; spectral radius; Algebra; Control system analysis; Discrete event systems; Dynamic programming; Laboratories; Mathematics; Optimal control; Performance evaluation; Random variables;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.880644
  • Filename
    880644