• DocumentCode
    3129014
  • Title

    Solutions of max-plus linear equations and large deviations

  • Author

    Akian, Marianne ; Gaubert, Stéphane ; Kolokoltsov, Vassili

  • Author_Institution
    INRIA, Domaine de Voluceau, B.P. 105, 78153 Le Chesnay Cedex, France. Marianne.Akian@inria.fr
  • fYear
    2005
  • fDate
    12-15 Dec. 2005
  • Firstpage
    7787
  • Lastpage
    7792
  • Abstract
    We generalise the Gärtner-Ellis theorem of large deviations theory. Our results allow us to derive large deviation type results in stochastic optimal control from the convergence of generalised logarithmic moment generating functions. They rely on the characterisation of the uniqueness of the solutions of max-plus linear equations. We give an illustration for a simple investment model, in which logarithmic moment generating functions represent risk-sensitive values.
  • Keywords
    Equations; Instruments; Investments; Kernel; Optimal control; Process control; Sections; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
  • Print_ISBN
    0-7803-9567-0
  • Type

    conf

  • DOI
    10.1109/CDC.2005.1583420
  • Filename
    1583420