• DocumentCode
    114319
  • Title

    Equivalence of decentralized stochastic dynamic decision systems via Girsanov´s measure transformation

  • Author

    Charalambous, Charalambos D. ; Ahmed, N.U.

  • Author_Institution
    Fac. of Electr. Eng., Univ. of Cyprus, Nicosia, Cyprus
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    439
  • Lastpage
    444
  • Abstract
    In this paper we present two methods for decentralized optimization of continuous and discrete-time stochastic dynamic decision systems, with multiple decision makers having nonclassical information structures. For both methods we apply Girsanov´s change of measure to transform such problems into equivalent optimization problems, under a reference probability measure, with corresponding observations and information structures available for decisions, which are not affected by any of the decisions.
  • Keywords
    decision making; optimisation; stochastic processes; Girsanov measure transformation; decentralized optimization; decision making; stochastic dynamic decision system; Educational institutions; Extraterrestrial measurements; Process control; Standards; Stochastic processes; Stochastic systems; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-1-4799-7746-8
  • Type

    conf

  • DOI
    10.1109/CDC.2014.7039420
  • Filename
    7039420