• DocumentCode
    2619086
  • Title

    Hierarchical optimization of complex systems with changing criterion functions

  • Author

    Krumov, Assen V.

  • Author_Institution
    Higher Sch. of Transp., Sofia
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    210
  • Lastpage
    214
  • Abstract
    In the paper a hierarchical optimization method for complex systems, including control systems , characterized with replacement of the nonlinear global criterion function F(x,y) with a simpler and faster for calculation one - Psi (x,y) (unidirectional with F(x,y) ) for a subset of variable parameters in the second hierarchical level is suggested. A definition of unidirectional functions is proposed. The described method is convergent if the criterion functions Psi (x,y) , F(x,y) are unidirectional, which is proven with theorem. Two examples are given, one of them on the control of induction motors.
  • Keywords
    functions; large-scale systems; nonlinear control systems; optimisation; set theory; complex system; hierarchical optimization method; nonlinear global criterion function; unidirectional function; variable parameter subset; Application software; Automatic control; Automation; Control systems; Gradient methods; Induction motors; Large-scale systems; Multidimensional systems; Nonlinear control systems; Optimization methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Automation, 2008 16th Mediterranean Conference on
  • Conference_Location
    Ajaccio
  • Print_ISBN
    978-1-4244-2504-4
  • Electronic_ISBN
    978-1-4244-2505-1
  • Type

    conf

  • DOI
    10.1109/MED.2008.4602163
  • Filename
    4602163