• DocumentCode
    838262
  • Title

    An improved forward algorithm for optimal control of a class of hybrid systems

  • Author

    Zhang, Ping ; Cassandras, Christos G.

  • Author_Institution
    Dept. of Manuf. Eng., Boston Univ., MA, USA
  • Volume
    47
  • Issue
    10
  • fYear
    2002
  • fDate
    10/1/2002 12:00:00 AM
  • Firstpage
    1735
  • Lastpage
    1739
  • Abstract
    Considers optimal control problems for a class of hybrid systems motivated by the structure of manufacturing environments that integrate process and operations control. We derive a new property of the optimal state trajectory structure which holds under a modified condition on the cost function. This allows us to develop a low-complexity, scalable algorithm for explicitly determining the optimal controls, which can be more efficient than the best algorithm to date, known as the forward algorithm. A numerical example is included to illustrate the efficacy of the proposed algorithm, and to compare it with the forward algorithm.
  • Keywords
    discrete event systems; manufacturing processes; optimal control; optimisation; process control; queueing theory; cost function; event-driven dynamics; forward algorithm; hybrid systems; low-complexity scalable algorithm; manufacturing environments; operations control; optimal control; optimal state trajectory structure; process control; time-driven dynamics; Constraint optimization; Control systems; Cost function; Difference equations; Differential equations; Discrete event systems; Dynamic programming; Manufacturing processes; Optimal control; Process control;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2002.803549
  • Filename
    1039813