• DocumentCode
    3008433
  • Title

    Monotone mappings in dynamic programming

  • Author

    Bertsekas, D.P.

  • Author_Institution
    University of Illinois at Urbana-Champaign, Urbana, Illinois
  • fYear
    1975
  • fDate
    10-12 Dec. 1975
  • Firstpage
    20
  • Lastpage
    25
  • Abstract
    In this paper we consider a class of monotone mappings underlying many sequential optimization problems over a finite or infinite horizon which are of interest in applications. This class of problems Includes deterministic and stochastic optimal control problems, minimax control problems, Semi-Markov Decision problems and others. We prove some fixed point properties of the optimal value function and we analyze the convergence properties of a related generalized Dynamic Programming algorithm. We also give a sufficient condition for convergence, which is widely applicable and considerably strengthens known related results.
  • Keywords
    Algorithm design and analysis; Convergence; Dynamic programming; Heuristic algorithms; Optimal control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control including the 14th Symposium on Adaptive Processes, 1975 IEEE Conference on
  • Conference_Location
    Houston, TX, USA
  • Type

    conf

  • DOI
    10.1109/CDC.1975.270641
  • Filename
    4045368